Contribution to the optimization of energy withdrawn from a PV panel using an...saad motahhir
Considering the high initial capital cost of photovoltaic (PV) panels and their low conversion efficiency, it is imperative to operate the PV system at the maximum power point (MPP). In this context, our goal in this thesis is to develop and improve the PV system, by contributing to the optimization of energy withdrawn from PV panel using an embedded system. For this purpose, in order to simulate and test MPPT algorithm, the model of the PV panel should be first studied in accordance with the real behavior of the PV panel. Therefore, the single diode model of the PV panel is introduced in Matlab/Simulink and PSIM. Moreover, for the first time, the PV panel model is developed in Proteus; an experimental test bench was built to validate the developed model. On the other hand, this work proposes a modified incremental conductance (INC) algorithm to improve the MPP tracker (MPPT) capability for PV system when the irradiation is suddenly modified. Three modifications are made in the INC algorithm, which are described as follows: (1) A check to identify the increase in irradiation and make a correct decision. (2) Eliminate the all-division computations in the INC algorithm and make the algorithm structure simpler allowing the algorithm to be easily implemented by a low-cost embedded system. (3) A modified variable step INC algorithm is used, which can reduce the steady-state oscillations and improve the tracking speed under sudden irradiance variation. The first modification is simulated using PSIM through “Software in the Loop” test and the results show that the modified algorithm provides an accurate response to a sudden variation of solar irradiation with an efficiency of 98.8 %. The second modification is simulated using the PV panel model proposed in Proteus. For verification, a hardware test bench is implemented by using Arduino Uno board in which the low-cost Atmega328 microcontroller is integrated. This has led to a low-cost PV system with an efficiency of 98.5 %. The third modification is developed following the techniques employed in the automotive and aeronautical embedded system. This is done by following the V-cycle development process, which means that our controller will be validated using “Model in the Loop/Software in the Loop/Processor in the Loop” tests. In this sense, integrating the MPPT embedded system in the automotive or the aeronautical area will be possible. It should be mentioned that Matlab/Simulink is used for MIL/SIL/PIL tests, thus STM32F4 board is used for PIL test. On the other side, if minimizing the cost of the PV system is not important than guarantying a very high level of robustness and efficiency, it is required to use a more powerful method. Therefore in this thesis, we design and implement MPPT based on Kalman Filter. The expected outcome of this proposal is an efficient MPPT method which presents a very high level of robustness, reliability and accuracy. The obtained results clearly highlight the superiority of
Optimization of photovoltaic energy by a microcontroller saad motahhir
One of the major challenges of all nations today is to find new energy sources to meet the needs for continued growth in Energy Term. The conversion of sunlight into electricity via photovoltaic solar cells is becoming a necessity in particular through the observation of a global evolution in clean energy that respects the environment. The main challenge is to optimize as much as possible the cost / energy ($/watt) ratio thus boosting both energy performance and at the same time take full advantage of the sun's rays throughout the day.In this context the sun trackers are such devices for efficiency improvement.
Proposal and implementation of a novel perturb and observe algorithm using em...saad motahhir
1) Researchers from the L.P.E.S.D. university proposed and simulated a novel perturb and observe (P&O) maximum power point tracking (MPPT) algorithm using embedded software.
2) The algorithm was designed to minimize oscillations in power output compared to the basic P&O algorithm. It modifies the duty cycle every 5 periods and keeps the duty cycle unchanged if the power change is below a threshold.
3) Simulation results showed the novel P&O algorithm stabilized faster at 0.005s with less oscillations and higher efficiency of 98.7% compared to 96.6% for the basic P&O algorithm. It also responded rapidly to changes in irradiance, temperature,
Impact of Partial Shading and bypass diode on PV panel Output Powersaad motahhir
1. The document presents a study on the impact of partial shading and bypass diodes on photovoltaic (PV) panel output power. It includes modeling of a PV panel, the effects of shading, and the impact of bypass diodes.
2. Simulation results show that partial shading reduces panel power by lowering the current and voltage output. It can also cause the "hot spot" effect which damages cells. Bypass diodes help by directing current around shaded cells.
3. Under shading conditions with bypass diodes, the panel has both a global maximum power point and a local one, complicating maximum power point tracking algorithms. Further work is needed to identify the multiple power points.
Degrees of Freedom for Interference Networks with Instantaneous Relaysamin azari
The document discusses degrees of freedom (DoF) for interference networks with instantaneous relays. It motivates finding the maximum achievable DoF for such networks. It proposes an achievable scheme called aligned interference neutralization to find a lower bound on DoF and uses linear transceiver design and checking the properness of a polynomial system to find additional lower and upper bounds. Simulation results on the sum DoF for different network configurations are also presented, with future work mentioned on rate regions and generalized DoF.
The document discusses optimal planning and operation of hybrid energy systems supplemented by storage devices. It proposes a two-stage optimization model to determine: 1) optimal location, size and type of distributed energy resources (DERs) and energy storage systems (ESSs) in the long-term (stage 1), and 2) optimal power flow and ESS operating mode in the short-term (stage 2). The model is demonstrated on a test system considering both deterministic and stochastic data to minimize total capital and operating costs over time. Results show the ESS helps integrate more renewable DERs while reducing grid power injections and improving load factor under different scenarios.
The document describes a real-time analysis and simulation of a multi-string grid-connected photovoltaic inverter using an FPGA. It proposes a system structure with multiple PV arrays connected to a 3-level central inverter. It discusses control algorithms including maximum power point tracking and voltage/current control loops. The system is implemented on an FPGA using Xilinx System Generator. Hardware co-simulation results validate the real-time performance of the proposed system.
Contribution to the optimization of energy withdrawn from a PV panel using an...saad motahhir
Considering the high initial capital cost of photovoltaic (PV) panels and their low conversion efficiency, it is imperative to operate the PV system at the maximum power point (MPP). In this context, our goal in this thesis is to develop and improve the PV system, by contributing to the optimization of energy withdrawn from PV panel using an embedded system. For this purpose, in order to simulate and test MPPT algorithm, the model of the PV panel should be first studied in accordance with the real behavior of the PV panel. Therefore, the single diode model of the PV panel is introduced in Matlab/Simulink and PSIM. Moreover, for the first time, the PV panel model is developed in Proteus; an experimental test bench was built to validate the developed model. On the other hand, this work proposes a modified incremental conductance (INC) algorithm to improve the MPP tracker (MPPT) capability for PV system when the irradiation is suddenly modified. Three modifications are made in the INC algorithm, which are described as follows: (1) A check to identify the increase in irradiation and make a correct decision. (2) Eliminate the all-division computations in the INC algorithm and make the algorithm structure simpler allowing the algorithm to be easily implemented by a low-cost embedded system. (3) A modified variable step INC algorithm is used, which can reduce the steady-state oscillations and improve the tracking speed under sudden irradiance variation. The first modification is simulated using PSIM through “Software in the Loop” test and the results show that the modified algorithm provides an accurate response to a sudden variation of solar irradiation with an efficiency of 98.8 %. The second modification is simulated using the PV panel model proposed in Proteus. For verification, a hardware test bench is implemented by using Arduino Uno board in which the low-cost Atmega328 microcontroller is integrated. This has led to a low-cost PV system with an efficiency of 98.5 %. The third modification is developed following the techniques employed in the automotive and aeronautical embedded system. This is done by following the V-cycle development process, which means that our controller will be validated using “Model in the Loop/Software in the Loop/Processor in the Loop” tests. In this sense, integrating the MPPT embedded system in the automotive or the aeronautical area will be possible. It should be mentioned that Matlab/Simulink is used for MIL/SIL/PIL tests, thus STM32F4 board is used for PIL test. On the other side, if minimizing the cost of the PV system is not important than guarantying a very high level of robustness and efficiency, it is required to use a more powerful method. Therefore in this thesis, we design and implement MPPT based on Kalman Filter. The expected outcome of this proposal is an efficient MPPT method which presents a very high level of robustness, reliability and accuracy. The obtained results clearly highlight the superiority of
Optimization of photovoltaic energy by a microcontroller saad motahhir
One of the major challenges of all nations today is to find new energy sources to meet the needs for continued growth in Energy Term. The conversion of sunlight into electricity via photovoltaic solar cells is becoming a necessity in particular through the observation of a global evolution in clean energy that respects the environment. The main challenge is to optimize as much as possible the cost / energy ($/watt) ratio thus boosting both energy performance and at the same time take full advantage of the sun's rays throughout the day.In this context the sun trackers are such devices for efficiency improvement.
Proposal and implementation of a novel perturb and observe algorithm using em...saad motahhir
1) Researchers from the L.P.E.S.D. university proposed and simulated a novel perturb and observe (P&O) maximum power point tracking (MPPT) algorithm using embedded software.
2) The algorithm was designed to minimize oscillations in power output compared to the basic P&O algorithm. It modifies the duty cycle every 5 periods and keeps the duty cycle unchanged if the power change is below a threshold.
3) Simulation results showed the novel P&O algorithm stabilized faster at 0.005s with less oscillations and higher efficiency of 98.7% compared to 96.6% for the basic P&O algorithm. It also responded rapidly to changes in irradiance, temperature,
Impact of Partial Shading and bypass diode on PV panel Output Powersaad motahhir
1. The document presents a study on the impact of partial shading and bypass diodes on photovoltaic (PV) panel output power. It includes modeling of a PV panel, the effects of shading, and the impact of bypass diodes.
2. Simulation results show that partial shading reduces panel power by lowering the current and voltage output. It can also cause the "hot spot" effect which damages cells. Bypass diodes help by directing current around shaded cells.
3. Under shading conditions with bypass diodes, the panel has both a global maximum power point and a local one, complicating maximum power point tracking algorithms. Further work is needed to identify the multiple power points.
Degrees of Freedom for Interference Networks with Instantaneous Relaysamin azari
The document discusses degrees of freedom (DoF) for interference networks with instantaneous relays. It motivates finding the maximum achievable DoF for such networks. It proposes an achievable scheme called aligned interference neutralization to find a lower bound on DoF and uses linear transceiver design and checking the properness of a polynomial system to find additional lower and upper bounds. Simulation results on the sum DoF for different network configurations are also presented, with future work mentioned on rate regions and generalized DoF.
The document discusses optimal planning and operation of hybrid energy systems supplemented by storage devices. It proposes a two-stage optimization model to determine: 1) optimal location, size and type of distributed energy resources (DERs) and energy storage systems (ESSs) in the long-term (stage 1), and 2) optimal power flow and ESS operating mode in the short-term (stage 2). The model is demonstrated on a test system considering both deterministic and stochastic data to minimize total capital and operating costs over time. Results show the ESS helps integrate more renewable DERs while reducing grid power injections and improving load factor under different scenarios.
The document describes a real-time analysis and simulation of a multi-string grid-connected photovoltaic inverter using an FPGA. It proposes a system structure with multiple PV arrays connected to a 3-level central inverter. It discusses control algorithms including maximum power point tracking and voltage/current control loops. The system is implemented on an FPGA using Xilinx System Generator. Hardware co-simulation results validate the real-time performance of the proposed system.
Several algorithms have been offered to track the Maximum Power Point when we have one maximum power point. Moreover, fuzzy control and neural was utilized to track the Maximum Power Point when we have multi-peaks power points. In this paper, we will propose an improved Maximum Power Point tracking method for the photovoltaic system utilizing a modified PSO algorithm. The main advantage of the method is the decreasing of the steady state oscillation (to practically zero) once the Maximum Power Point is located. moreover, the proposed method has the ability to track the Maximum Power Point for the extreme environmental condition that cause the presence of maximum multi-power points, for example, partial shading condition and large fluctuations of insolation. To evaluate the effectiveness of the proposed method, MATLAB simulations are carried out under very challenging circumstance, namely step changes in irradiance, step changes in load, and partial shading of the Photovoltaic array. Finally, its performance is compared with the perturbation and observation” and fuzzy logic results for the single peak, and the neural-fuzzy control results for the multi-peaks.
Controllers are used in renewable energy systems like electric vehicles, wind turbines, and solar power plants to regulate various functions. Modern controllers for electric vehicles use pulse width modulation to smoothly control motor speed and acceleration. Advanced controllers for wind turbines and solar plants employ strategies like variable pitch control, maximum power point tracking, and fuzzy logic to optimize power capture despite changing environmental conditions. Controllers are critical for integrating renewable sources into smart grids and ensuring stable, efficient system operation as use of intermittent renewables increases.
IECON Amjad Optimal planning and operatoin Management of a ship Electrical Po...Juan C. Vasquez
This document discusses optimal planning and operation of a ship electrical power system with an energy storage system. It presents a method to determine the optimal sizing of the energy storage system and scheduling of distributed generators to minimize operating costs. Simulation results show the energy storage system charges during off-peak times and discharges during peaks to reduce generator loading. The optimal energy capacity and power were found to be 2.579 MWh and 1.407 MW, respectively. The proposed approach provides insights into power plant scheduling under different loading conditions and ship operations.
The document discusses investigation of FPGA-based passive anti-islanding protection schemes for grid-interfaced distributed generation systems. It outlines the system topology, inverter control, anti-islanding protection schemes, simulation studies under varying load conditions, hardware-in-loop co-simulation, and concludes the schemes were effective in detection and conform to simulations. Resource utilization and experimental validation on an FPGA platform are also presented.
Final presentation of the Continue Final presentation of the Continued Development Program in Glyndwr University from Chernigiv State Technological University staff
A Neural Network Based MPPT Technique Controller for Photovoltaic Pumping SystemIJPEDS-IAES
The article proposes a novel method using the artificial neural network (ANN) for the improvement of the performances of a photovoltaic system composed of a photovoltaic (PV) array, an inverter, a motor asynchronous and a centrifugal pump. For this type of system, different optimization strategies have been proposed to improve the over of the PV system efficiency, i.e. the PV generator is forced to operate at its maximum power point “MPPT”, generally, by the insertion of DC/DC boost converter between the photovoltaic array and the inverter. In this work we propose an approach, where optimization is realized without need adding a DC/DC converter to the chain, using field-oriented control through the monitoring of the voltage-fed inverter frequency. The motor is also ensured in all insolation conditions. A multilayer feed forward perception type NN is proposed for MPPT control, and the back-propagation algorithm is used for training. The performances of the drive with ANN-based MPPT are excellent. The maximum power point (MPP) can be easily obtained to frequency-controlled drive.
The document discusses modeling mismatch losses due to partial shading in PV plants. It presents a case study comparing different shading patterns across strings in a PV plant. Machine learning approaches like random forest and artificial neural networks were used to approximate mismatch losses, as exact computation can be computationally expensive. The random forest model provided accurate results, with correlation coefficients over 0.95, making it suitable for optimizing PV plant layout and minimizing mismatch losses. Future work involves generalizing and validating the approach for different module technologies and implementing an optimization tool.
Grid Tied Solar Micro-Converter with Optimizer Mode Operation for Weak-Grid O...IRJET Journal
This document summarizes a research paper that proposes a grid-tied solar micro-converter design that can operate in both grid-tied and island modes. It uses a double-mode flyback converter that can maximize power extraction from solar PV panels continuously in both modes. The converter aims to draw smooth input current with reduced filter size. Its ability to produce both DC and AC output provides flexibility when the grid may not be available for up to 80% of sunlight hours, while maintaining benefits of microinverters. Simulation results show the converter output in island and grid-tied modes matches simulation and hardware test results. The conclusion states this design is suitable for developing countries with weak grids by extracting maximum power from solar while supporting variable and bidirectional
Perturb and observe maximum power point tracking for photovoltaic cellAlexander Decker
This document discusses perturb and observe (P&O) maximum power point tracking (MPPT) for photovoltaic cells. It begins with an abstract that outlines P&O MPPT and its drawbacks, including oscillation around the maximum power point and confusion during rapidly changing conditions. The document then provides background on renewable energy sources like photovoltaics and the need for MPPT techniques. It describes the P&O MPPT algorithm and its implementation using MATLAB modeling of a PV array's I-V and P-V characteristics under varying irradiance and temperature conditions.
Simulation and analysis of perturb and observe mppt algorithm for array using...Asoka Technologies
This paper presents the comparative analysis between constant duty cycle and Perturb & Observe (P&O) algorithm for extracting the power from Photovoltaic Array (PVA). Because of nonlinear characteristics of PV cell, the maximum power can be extract under particular voltage condition. Therefore, Maximum Power Point Tracking (MPPT) algorithms are used in PVA to maximize the output power. In this paper the MPPT algorithm is implemented using Ćuk converter. The dynamics of PVA is simulated at different solar irradiance and cell temperature. The P&O MPPT technique is a direct control method enables ease to implement and less complexity.
Pv active power filter combination supplies power to nonlinear load and compe...Asoka Technologies
The photovoltaic (PV) generation is increasingly popular nowadays, while typical loads require more high-power quality. Basically, one PV generator supplying to nonlinear loads is desired to be integrated with a function as an active power filter (APF). In this paper, a three-phase three-wire system, including a detailed PV generator, dc/dc boost converter to extract maximum radiation power using maximum power point tracking, and dc/ac voltage source converter to act as an APF, is presented. The instantaneous power theory is applied to design the PV-APF controller, which shows reliable performances. The MATLAB/Simpower Systems tool has proved that the combined system can simultaneously inject maximum power from a PV unit and compensate the harmonic current drawn by nonlinear loads.
Control for Grid-Connected and Intentional Islanding Operations of Distribute...Asoka Technologies
Intentional islanding describes the condition in which a microgrid or a portion of the power grid,
which consists of a load and a distributed generation (DG) system, is isolated from the remainder
of the utility system. In this situation, it is important for the microgrid to continue to provide
adequate power to the load. Under normal operation, each DG inverter system in the microgrid
usually works in constant current control mode in order to provide a preset power to the main
grid. When the microgrid is cut off from the main grid, each DG inverter system must detect this
islanding situation and must switch to a voltage control mode. In this mode, the microgrid will
provide a constant voltage to the local load. This paper describes a control strategy that is used to
implement grid-connected and intentional-islanding operations of distributed power generation.
This paper proposes an intelligent load-shedding algorithm for intentional islanding and an
algorithm of synchronization for grid reconnection.
The document discusses performance specifications for active antenna systems (AAS). It notes that AAS have gained increasing interest and usage for both space and ground applications. Testing of complex, high frequency AAS used for 4G/5G has raised new issues around conducted versus over-the-air testing. It suggests a wise approach is a combination of conducted and OTA testing, combined with analysis, depending on the project phase. The advent of massive MIMO antennas for 5G applications has further driven interest and challenges in AAS specification and testing.
Microgrid-based Martime Solutions:
- Architectures
- Modeling and control
- Operation and optimization
- AC and DC Microgrids
- Planning
- Power Quality
This document discusses maximum power point tracking (MPPT) for photovoltaic (PV) arrays. It outlines the components of a PV array system and factors that affect the arrays' power output such as temperature, irradiance, and shading. The document then presents a mathematical model of a PV array developed in Simulink and shows how changing temperatures and irradiances affect the power curve. It introduces MPPT and two common MPPT algorithms, perturb and observe (P&O) and incremental conductance, developed and compared in Simulink. An experimental setup is described and results show the P&O oscillates more while incremental conductance finds the maximum power point more precisely.
Testing of photovoltaic system performance
Prepared by:
Dr. Ali H. A. Al-Waeli
Postdoctoral researcher
Solar Energy Research Institute (SERI)
National University of Malaysia (UKM)
Some of the figures/tables in this presentation are not owned by the
Presenter, they are material copyrighted to their rightful owners. This presentation is intended for non-profit educational purposes.
Slides with copyrighted material (images/tables) contain the letter C in the bottom left corner.
The actual presentation contains elements that are not mentioned in the PowerPoint and even edits to the PowerPoint. Only a portion of the PowerPoint is provided. Still, this presentation contain useful information and figures with regards to performance measurements of photovoltaic modules.
This presentation was prepared independently by the presenter and is owned by:
Dr. Ali H. A. Alwaeli
IRJET- Modeling of Solar Photovoltaic Panel and Perturb & Observe MPPT Contro...IRJET Journal
This document presents a mathematical model for modeling solar photovoltaic panels and evaluates a perturb and observe maximum power point tracking (MPPT) control algorithm. The author first derives equations to model an ideal solar cell and compares the results to a component simulation model and practical hardware model. MATLAB programs are used to analyze the effects of solar irradiation and temperature on the panel output. Finally, a perturb and observe MPPT control algorithm is implemented and shown to improve power extraction from the panel compared to without the controller. The results show that the mathematical model accurately represents the practical solar panel.
This document discusses maximum power point tracking (MPPT) techniques for solar panels. It begins with an introduction to MPPT and its objective to increase solar panel efficiency by extracting more power. Several MPPT techniques are described, including perturb and observe, incremental conductance method. The document provides mathematical models and diagrams to illustrate solar cell characteristics and how MPPT techniques work. It also discusses hardware implementation and the advantages of MPPT, concluding that incremental conductance performs best under varying conditions.
Solar PV Model With MPPT (P & O method)SURBHI PATHAK
This document discusses a project on implementing maximum power point tracking (MPPT) using the perturb and observe (P&O) method for a solar PV module. It first introduces MPPT and its objective to increase solar panel efficiency. It then explains the basic components and characteristics of solar cells and arrays. The document proceeds to describe the P&O MPPT technique, including its working principle, simulation model, and waveform results. It concludes by discussing applications, advantages, and future work for this solar PV MPPT system using the P&O method.
1. Co-locating wind and solar power generation provides advantages from sharing infrastructure and grid connections, as well as complementary electricity generation profiles that improve transmission asset utilization.
2. Goldwind has developed wind and solar hybrid projects in Australia, like the 165.5MW Gullen Range wind farm combined with a planned 10-12MW solar farm, and the 175MW White Rock wind farm combined with 20MW solar, both connecting to high voltage transmission systems.
3. The generation profiles from wind and solar are complementary, with wind producing more in winter and solar in summer, and their outputs varying across daytime hours, allowing more consistent combined output without exceeding transmission limits.
This document provides an overview of the Korea Micro Energy Grid (K-MEG) Project, Korea's flagship R&D program in the energy field. The 3-year, 100 million USD project aims to develop total energy solution packages for energy saving by implementing smart grid technologies, EMS, renewables and more. It involves 56 member organizations across industries working on 5 units, including feasibility testing, an optimal EMS, and establishing demonstration sites in Korea and overseas to validate solutions. The demonstration sites highlighted include industrial complexes, commercial buildings, and education/research facilities in Korea, as well as similar sites in countries like the US, Finland, Russia, India and more.
Several algorithms have been offered to track the Maximum Power Point when we have one maximum power point. Moreover, fuzzy control and neural was utilized to track the Maximum Power Point when we have multi-peaks power points. In this paper, we will propose an improved Maximum Power Point tracking method for the photovoltaic system utilizing a modified PSO algorithm. The main advantage of the method is the decreasing of the steady state oscillation (to practically zero) once the Maximum Power Point is located. moreover, the proposed method has the ability to track the Maximum Power Point for the extreme environmental condition that cause the presence of maximum multi-power points, for example, partial shading condition and large fluctuations of insolation. To evaluate the effectiveness of the proposed method, MATLAB simulations are carried out under very challenging circumstance, namely step changes in irradiance, step changes in load, and partial shading of the Photovoltaic array. Finally, its performance is compared with the perturbation and observation” and fuzzy logic results for the single peak, and the neural-fuzzy control results for the multi-peaks.
Controllers are used in renewable energy systems like electric vehicles, wind turbines, and solar power plants to regulate various functions. Modern controllers for electric vehicles use pulse width modulation to smoothly control motor speed and acceleration. Advanced controllers for wind turbines and solar plants employ strategies like variable pitch control, maximum power point tracking, and fuzzy logic to optimize power capture despite changing environmental conditions. Controllers are critical for integrating renewable sources into smart grids and ensuring stable, efficient system operation as use of intermittent renewables increases.
IECON Amjad Optimal planning and operatoin Management of a ship Electrical Po...Juan C. Vasquez
This document discusses optimal planning and operation of a ship electrical power system with an energy storage system. It presents a method to determine the optimal sizing of the energy storage system and scheduling of distributed generators to minimize operating costs. Simulation results show the energy storage system charges during off-peak times and discharges during peaks to reduce generator loading. The optimal energy capacity and power were found to be 2.579 MWh and 1.407 MW, respectively. The proposed approach provides insights into power plant scheduling under different loading conditions and ship operations.
The document discusses investigation of FPGA-based passive anti-islanding protection schemes for grid-interfaced distributed generation systems. It outlines the system topology, inverter control, anti-islanding protection schemes, simulation studies under varying load conditions, hardware-in-loop co-simulation, and concludes the schemes were effective in detection and conform to simulations. Resource utilization and experimental validation on an FPGA platform are also presented.
Final presentation of the Continue Final presentation of the Continued Development Program in Glyndwr University from Chernigiv State Technological University staff
A Neural Network Based MPPT Technique Controller for Photovoltaic Pumping SystemIJPEDS-IAES
The article proposes a novel method using the artificial neural network (ANN) for the improvement of the performances of a photovoltaic system composed of a photovoltaic (PV) array, an inverter, a motor asynchronous and a centrifugal pump. For this type of system, different optimization strategies have been proposed to improve the over of the PV system efficiency, i.e. the PV generator is forced to operate at its maximum power point “MPPT”, generally, by the insertion of DC/DC boost converter between the photovoltaic array and the inverter. In this work we propose an approach, where optimization is realized without need adding a DC/DC converter to the chain, using field-oriented control through the monitoring of the voltage-fed inverter frequency. The motor is also ensured in all insolation conditions. A multilayer feed forward perception type NN is proposed for MPPT control, and the back-propagation algorithm is used for training. The performances of the drive with ANN-based MPPT are excellent. The maximum power point (MPP) can be easily obtained to frequency-controlled drive.
The document discusses modeling mismatch losses due to partial shading in PV plants. It presents a case study comparing different shading patterns across strings in a PV plant. Machine learning approaches like random forest and artificial neural networks were used to approximate mismatch losses, as exact computation can be computationally expensive. The random forest model provided accurate results, with correlation coefficients over 0.95, making it suitable for optimizing PV plant layout and minimizing mismatch losses. Future work involves generalizing and validating the approach for different module technologies and implementing an optimization tool.
Grid Tied Solar Micro-Converter with Optimizer Mode Operation for Weak-Grid O...IRJET Journal
This document summarizes a research paper that proposes a grid-tied solar micro-converter design that can operate in both grid-tied and island modes. It uses a double-mode flyback converter that can maximize power extraction from solar PV panels continuously in both modes. The converter aims to draw smooth input current with reduced filter size. Its ability to produce both DC and AC output provides flexibility when the grid may not be available for up to 80% of sunlight hours, while maintaining benefits of microinverters. Simulation results show the converter output in island and grid-tied modes matches simulation and hardware test results. The conclusion states this design is suitable for developing countries with weak grids by extracting maximum power from solar while supporting variable and bidirectional
Perturb and observe maximum power point tracking for photovoltaic cellAlexander Decker
This document discusses perturb and observe (P&O) maximum power point tracking (MPPT) for photovoltaic cells. It begins with an abstract that outlines P&O MPPT and its drawbacks, including oscillation around the maximum power point and confusion during rapidly changing conditions. The document then provides background on renewable energy sources like photovoltaics and the need for MPPT techniques. It describes the P&O MPPT algorithm and its implementation using MATLAB modeling of a PV array's I-V and P-V characteristics under varying irradiance and temperature conditions.
Simulation and analysis of perturb and observe mppt algorithm for array using...Asoka Technologies
This paper presents the comparative analysis between constant duty cycle and Perturb & Observe (P&O) algorithm for extracting the power from Photovoltaic Array (PVA). Because of nonlinear characteristics of PV cell, the maximum power can be extract under particular voltage condition. Therefore, Maximum Power Point Tracking (MPPT) algorithms are used in PVA to maximize the output power. In this paper the MPPT algorithm is implemented using Ćuk converter. The dynamics of PVA is simulated at different solar irradiance and cell temperature. The P&O MPPT technique is a direct control method enables ease to implement and less complexity.
Pv active power filter combination supplies power to nonlinear load and compe...Asoka Technologies
The photovoltaic (PV) generation is increasingly popular nowadays, while typical loads require more high-power quality. Basically, one PV generator supplying to nonlinear loads is desired to be integrated with a function as an active power filter (APF). In this paper, a three-phase three-wire system, including a detailed PV generator, dc/dc boost converter to extract maximum radiation power using maximum power point tracking, and dc/ac voltage source converter to act as an APF, is presented. The instantaneous power theory is applied to design the PV-APF controller, which shows reliable performances. The MATLAB/Simpower Systems tool has proved that the combined system can simultaneously inject maximum power from a PV unit and compensate the harmonic current drawn by nonlinear loads.
Control for Grid-Connected and Intentional Islanding Operations of Distribute...Asoka Technologies
Intentional islanding describes the condition in which a microgrid or a portion of the power grid,
which consists of a load and a distributed generation (DG) system, is isolated from the remainder
of the utility system. In this situation, it is important for the microgrid to continue to provide
adequate power to the load. Under normal operation, each DG inverter system in the microgrid
usually works in constant current control mode in order to provide a preset power to the main
grid. When the microgrid is cut off from the main grid, each DG inverter system must detect this
islanding situation and must switch to a voltage control mode. In this mode, the microgrid will
provide a constant voltage to the local load. This paper describes a control strategy that is used to
implement grid-connected and intentional-islanding operations of distributed power generation.
This paper proposes an intelligent load-shedding algorithm for intentional islanding and an
algorithm of synchronization for grid reconnection.
The document discusses performance specifications for active antenna systems (AAS). It notes that AAS have gained increasing interest and usage for both space and ground applications. Testing of complex, high frequency AAS used for 4G/5G has raised new issues around conducted versus over-the-air testing. It suggests a wise approach is a combination of conducted and OTA testing, combined with analysis, depending on the project phase. The advent of massive MIMO antennas for 5G applications has further driven interest and challenges in AAS specification and testing.
Microgrid-based Martime Solutions:
- Architectures
- Modeling and control
- Operation and optimization
- AC and DC Microgrids
- Planning
- Power Quality
This document discusses maximum power point tracking (MPPT) for photovoltaic (PV) arrays. It outlines the components of a PV array system and factors that affect the arrays' power output such as temperature, irradiance, and shading. The document then presents a mathematical model of a PV array developed in Simulink and shows how changing temperatures and irradiances affect the power curve. It introduces MPPT and two common MPPT algorithms, perturb and observe (P&O) and incremental conductance, developed and compared in Simulink. An experimental setup is described and results show the P&O oscillates more while incremental conductance finds the maximum power point more precisely.
Testing of photovoltaic system performance
Prepared by:
Dr. Ali H. A. Al-Waeli
Postdoctoral researcher
Solar Energy Research Institute (SERI)
National University of Malaysia (UKM)
Some of the figures/tables in this presentation are not owned by the
Presenter, they are material copyrighted to their rightful owners. This presentation is intended for non-profit educational purposes.
Slides with copyrighted material (images/tables) contain the letter C in the bottom left corner.
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IRJET- Modeling of Solar Photovoltaic Panel and Perturb & Observe MPPT Contro...IRJET Journal
This document presents a mathematical model for modeling solar photovoltaic panels and evaluates a perturb and observe maximum power point tracking (MPPT) control algorithm. The author first derives equations to model an ideal solar cell and compares the results to a component simulation model and practical hardware model. MATLAB programs are used to analyze the effects of solar irradiation and temperature on the panel output. Finally, a perturb and observe MPPT control algorithm is implemented and shown to improve power extraction from the panel compared to without the controller. The results show that the mathematical model accurately represents the practical solar panel.
This document discusses maximum power point tracking (MPPT) techniques for solar panels. It begins with an introduction to MPPT and its objective to increase solar panel efficiency by extracting more power. Several MPPT techniques are described, including perturb and observe, incremental conductance method. The document provides mathematical models and diagrams to illustrate solar cell characteristics and how MPPT techniques work. It also discusses hardware implementation and the advantages of MPPT, concluding that incremental conductance performs best under varying conditions.
Solar PV Model With MPPT (P & O method)SURBHI PATHAK
This document discusses a project on implementing maximum power point tracking (MPPT) using the perturb and observe (P&O) method for a solar PV module. It first introduces MPPT and its objective to increase solar panel efficiency. It then explains the basic components and characteristics of solar cells and arrays. The document proceeds to describe the P&O MPPT technique, including its working principle, simulation model, and waveform results. It concludes by discussing applications, advantages, and future work for this solar PV MPPT system using the P&O method.
1. Co-locating wind and solar power generation provides advantages from sharing infrastructure and grid connections, as well as complementary electricity generation profiles that improve transmission asset utilization.
2. Goldwind has developed wind and solar hybrid projects in Australia, like the 165.5MW Gullen Range wind farm combined with a planned 10-12MW solar farm, and the 175MW White Rock wind farm combined with 20MW solar, both connecting to high voltage transmission systems.
3. The generation profiles from wind and solar are complementary, with wind producing more in winter and solar in summer, and their outputs varying across daytime hours, allowing more consistent combined output without exceeding transmission limits.
This document provides an overview of the Korea Micro Energy Grid (K-MEG) Project, Korea's flagship R&D program in the energy field. The 3-year, 100 million USD project aims to develop total energy solution packages for energy saving by implementing smart grid technologies, EMS, renewables and more. It involves 56 member organizations across industries working on 5 units, including feasibility testing, an optimal EMS, and establishing demonstration sites in Korea and overseas to validate solutions. The demonstration sites highlighted include industrial complexes, commercial buildings, and education/research facilities in Korea, as well as similar sites in countries like the US, Finland, Russia, India and more.
Roof top solar PV connected DC micro grids as smart gridsBrhamesh Alipuria
The roof top solar systems are becoming popular these days with the need for reliable power and reducing costs. Further, with recent trends to shift towards smart grids; a new system layout has been proposed which is based on the concept of DC micro grids
Real-Time Simulation for Design of New Nuclear PlantsGSE Systems, Inc.
This document discusses GSE Systems, a leading provider of simulation solutions and training programs for the nuclear, fossil, oil & gas, and chemical industries. It summarizes GSE's profile, including its history, locations, customers, and revenues. It then describes GSE's relevance to customers through its project management skills, staff expertise, and experience with first-of-a-kind projects. The document outlines GSE's global reach and emphasis on energy and process industries. It also provides examples of GSE's simulation applications and discusses how simulators can be used for engineering, validation, procedure development, and training.
Bangalore | Jul-16 | MINI/MICRO GRID FOR RURAL AREASSmart Villages
This document discusses policies, frameworks, issues and challenges related to mini/micro grids for rural electrification in India. It provides an overview of the government's initiatives to expand electricity access such as strengthening the distribution network and deploying both grid-connected and off-grid renewable energy systems. Mini/micro grids are presented as an option to provide electricity access to all. Benefits, components, costs and examples of mini/micro grid projects are described. Key issues and challenges discussed include paying capacity, existing free power policies, lack of guidelines for grid integration and exit options. A draft framework to address these issues is being developed through stakeholder consultations.
The document outlines the key steps in conducting a simulation study: 1) formulating the problem, 2) setting objectives and an overall plan, 3) conceptualizing the model, 4) collecting data, 5) translating the model, 6) verifying the model, 7) validating the model against collected data, 8) designing experiments, 9) running simulations and analyzing results, and 10) documenting and reporting findings. It provides details on each step, such as determining data requirements and performance measures in the planning stage, and comparing simulation results to real data for validation.
The document discusses the concept of a smart grid and its key components. It notes that power disturbances currently cost $25-188 billion per year and the 2003 Northeast blackout alone resulted in $6 billion in losses. A smart grid would have advanced sensing and measurement technologies like smart meters, phasor measurement units, and distributed weather sensors to improve reliability. It would also feature integrated communications, advanced energy storage, and control methods that allow for more decentralized energy generation and fault isolation. The smart grid aims to create a more intelligent, interactive electricity infrastructure.
Micro-Grid Power: Working Intelligently and Working TogetherBrian Lucke
From Army AL&T Magazine, this article written by Marnie de Jong, Research Project Manager for the Renewable Energy for Distributed Undersupplied Command Environments program in CERDEC CPI Army Power, discusses the concept, challenges, and potential solutions to using the "Micro-Grid" to provide a more economical and available source of power for soldiers in austere environments.
Impact of Distributed Generation on Energy LossNadineCroes
The aim is to give more insight into the effect of distributed power generation on energy loss. In most cases these distributed generators (DGs) are based on renewable energy such as solar panels and wind turbines, but there are also new technologies to increase efficiency such as the micro combined heat and power systems. Distributed generation can increase efficiency in the grid by reducing the distance between generators and consumers of electricity. The objective is to find an optimal mix of distributed generators (DGs) in a district so that energy loss is minimized and overload is avoided. The effect of using future electronic devices, such as electric vehicles, is also studied. To find an optimal mix of DGs a mixed integer quadratic programming model is defined and a case study is presented. The results indicate that the optimal solutions give substantial reductions in loss without overloading the system.
Kuching | Jan-15 | Micro Grid - Renewable Energy TNB Experiences Towards Rura...Smart Villages
The keynote speech discusses Malaysia's rural electrification efforts through renewable micro grids. It provides background on Malaysia's rural development journey since independence, outlining various national policies to improve rural infrastructure including electrification. TNB's perspective is presented, highlighting its extensive experience providing renewable micro grids using solar hybrid, mini hydro and biomass systems across rural and island communities in Malaysia since the 1970s. Challenges and the benefits of micro grids for reliable and cost-effective rural electrification are discussed.
The document outlines recent trends in microgrid technology. It begins with an introduction and then presents an outline covering topics such as the Indian energy scenario in 2015, major power incidents that motivated microgrids, definitions of microgrids and their basic architecture, classification of microgrids, microgrid operation modes, importance and benefits of microgrids, challenges, smart grid priorities in India, existing hybrid grid ventures in India and worldwide, relevance of smart grids in India, India's smart grid mission and vision, and a conclusion.
This document summarizes a PhD seminar presentation on microgrids and their control. It defines a microgrid as a group of distributed energy resources and loads that can disconnect from the traditional grid to operate autonomously. It describes the basic architecture of microgrids including sources, storage, loads, and power electronics. It discusses different modes of microgrid operation such as grid-connected, island, and various control strategies. Finally, it reviews several relevant research papers on topics like microgrid control optimization, voltage and current harmonics, and black start capabilities.
MicroGrid and Energy Storage System COMPLETE DETAILS NEW PPT Abin Baby
A microgrid is a localized grouping of electricity generation, energy storage, and loads that normally operates connected to a traditional centralized grid (macrogrid). This single point of common coupling with the macrogrid can be disconnected. The microgrid can then function autonomously. Generation and loads in a microgrid are usually interconnected at low voltage. From the point of view of the grid operator, a connected microgrid can be controlled as if it were one entity.
Microgrid generation resources can include fuel cells, wind, solar, or other energy sources. The multiple dispersed generation sources and ability to isolate the microgrid from a larger network would provide highly reliable electric power. Produced heat from generation sources such as micro turbines could be used for local process heating or space heating, allowing flexible trade off between the needs for heat and electric power.
This document discusses power system stability and microgrids. It defines power system stability and classifies it into several types including rotor angle stability, voltage stability, and frequency stability. It also discusses microgrids, their interconnection to main grids for availability and economic benefits, and methods for connecting microgrids using switchgear or static switches. In conclusion, it states that power system stability is important for normal operation and can be improved through devices like capacitors and FACTS controllers, and that microgrids satisfy local loads while reducing transmission losses through local renewable generation.
This document discusses microgrids, including their technologies, impacts, and conclusions. It describes the power scenarios of India and some local areas. Microgrids can utilize technologies like combined heat and power, smart metering, efficient batteries, and interconnection systems. They provide sustainable energy and reduce emissions while benefiting communities economically. Microgrids are viable in remote areas lacking transmission infrastructure. Government policies aim to support microgrid development through funding, regulations, and carbon credits.
The document discusses the use of rubber dams in dentistry. It describes how rubber dams isolate the operating field, improve visibility and access, and prevent contamination. Key methods include using a rubber dam sheet held in place by a clamp on the tooth with a hole for access. Advantages include isolation, improved properties of materials, and protection of the patient. Placement involves several steps and materials like clamps, frames, and punches.
This document provides an overview of HYPERSIM, a real-time power system simulator developed by OPAL-RT Technologies and Hydro-Quebec. Some key points:
- HYPERSIM is a large-scale power system simulation software that can model systems with thousands of buses and components at time steps as low as 25 microseconds.
- It was originally developed by Hydro-Quebec to test controllers for Quebec's complex transmission grid without disrupting the live system.
- HYPERSIM runs on both supercomputers and standard PCs, allowing users to scale simulations from small test cases to large utility networks.
- It includes models for various power system elements, control systems, and integrated tools for
This document summarizes a presentation about modeling modular multilevel converters (MMCs) for hardware-in-the-loop (HIL) and rapid control prototyping (RCP) solutions. It introduces MMC technology, discusses challenges in modeling MMCs for HIL, and demonstrates an MMC HIL system. Benefits of MMC HIL and RCP applications are described. An example MMC modeling project for the France-Spain electricity interconnection is also summarized.
[February 2017 - Ph.D. Final Dissertation] Enabling Power-awareness For Multi...Matteo Ferroni
Power consumption has become a major concern for almost every digital system: from the smallest embedded devices to the biggest data centers, energy and power budgets are always constraining the performance of the system. Moreover, the actual power consumption of these systems is strongly affected by their current “working regime” (e.g., from idle to heavy-load conditions, with all the shades in between), which depends on the guest applications they host, as well as on the external interactions these are subject to. It is then difficult to make accurate predictions on the power consumed by the whole system over time, when it is subject to constantly changing operating conditions: a self-aware and goal-oriented approach to resource allocation may then improve the instantaneous performance of the system, but still the definition of energy saving policies remains not trivial as far as the system is not really able to learn from experience in real world scenarios.
In this context, this thesis proposes a holistic power modeling framework that a wide range of energy and power constrained systems can use to profile their energy and power consumption. Starting from the preliminary experience developed on power consumption models for mobile devices during my M.Sc. thesis, I designed a general methodology that can be tailored on the actual system's features, extracting a specific power model able to describe and predict the future behavior of the observed entity. This methodology is meant to be provided in an “as-a-service” fashion: at first, the target system is instrumented to collect power metrics and workload statistics in its real usage context; then, the collected measurements are sent to a remote server, where data is processed using well known techniques (e.g., Principal Components Analysis, Markov Decision Chains, ARX models, etc.); finally, an accurate power model is built as a function of the metrics monitored on the instrumented system. The generalized approach has been validated in the context of power consumption models for multi-tenant virtualized infrastructures, outperforming results from the state of the art. Finally, the experience developed on power consumption models for server infrastructures led me to the design of a power-aware and QoS-aware orchestrator for multi-tenant systems. On the one hand, I propose a performance-aware power capping orchestrator in a virtualized environment, that aims at maximizing performance under a power cap. On the other hand, I bring the same concepts into a different approach to multi-tenancy, i.e., containerization, thus moving the first steps towards power-awareness for Docker containers orchestration, laying the basis for further research work.
Full thesis: https://www.politesi.polimi.it/handle/10589/132112
- HYPERSIM is a real-time power system simulator developed by OPAL-RT Technologies for simulating electromagnetic transients.
- It is used for hardware-in-the-loop testing of power system controls and offline simulation of power grids with detailed component models.
- HYPERSIM can simulate large power systems with over 2000 buses and detailed models of components like wind turbines, HVDC systems, and FACTS devices. It supports parallel processing for scalability.
RT15 Berkeley | Power HIL Simulator (SimP) A prototype to develop a high band...OPAL-RT TECHNOLOGIES
This document discusses the development of a prototype high bandwidth power interface called a Power Simulator (SimP). The prototype aims to validate control algorithms and develop a stable interface between a power amplifier and real-time power system simulator. Key aspects of the prototype include a self-powered multi-level converter prototype, controller design, and interfacing the converter with a real-time simulator to test equipment performance and simulation models in a closed loop. The prototype will help inform the design of a full-scale Power Simulator for testing smart grid and renewable energy technologies.
Christian Larose from Hydro-Québec presented on their use of the Hypersim real-time power system simulator. Hypersim is used for hardware-in-the-loop testing and offline simulation of FACTS devices, HVDC systems, wind power integration, and smart grid technologies. It provides flexibility to integrate various models and has been valuable for testing controls and strategies. Hydro-Québec's system includes over 37 GW of generation capacity including large amounts of wind power, and Hypersim allows them to simulate this complex system including detailed wind plant models.
RTE faces challenges in simulating its hybrid AC/DC transmission network due to limitations of offline simulation tools. Real-time simulation allows RTE to:
1) Validate models of HVDC and FACTS devices which use proprietary control systems that are difficult to model accurately offline.
2) Maintain models over decades as equipment changes without needing to update offline simulation software.
3) Perform fast simulations studying many configurations to deliver results quickly.
RTE chose the Hypersim real-time simulator for its flexibility, performance, and compatibility with EMTP-RV and Simulink models. RTE has established a laboratory with Hypersim simulators connected to control system replicas for various HVDC and FACTS
This document summarizes an engineering student's summer internship report on simulating and implementing a control system plant. The student:
1) Simulated the plant model in Proteus, PSpice and MATLAB, obtaining graphs of the system response.
2) Designed proportional and proportional-integral controllers in Simulink to achieve zero steady state error.
3) Implemented the open loop plant and closed loop system with controllers on hardware using an Arduino, resistors, capacitors, and op-amps.
RT15 Berkeley | ARTEMiS-SSN Features for Micro-grid / Renewable Energy Sourc...OPAL-RT TECHNOLOGIES
This document discusses using real-time simulation technologies to test phasor measurement units (PMUs) and PMU applications. It outlines different solvers for real-time simulation, including real-time phasor simulation and real-time electromagnetic transient simulation. It also discusses communication protocols supported by real-time simulators like IEC 61850 and IEEE C37.118. Examples are provided of how real-time simulation has been used to test PMUs and develop wide-area monitoring, protection, and control systems.
The workshop covered a demonstration of power hardware-in-the-loop (PHIL) simulation using EGSTON's COMPISO inverter system and OPAL-RT's OP4500 real-time simulator. The demonstration showed a COMPISO inverter supplying power to a simulated residential electrical grid in real-time. Measurements from the real COMPISO hardware were fed back into the OP4500 simulator using the ORION optic fiber communication protocol. The workshop discussed the PHIL system configuration, stability considerations, and benefits of the partnership between EGSTON and OPAL-RT for real-time power hardware testing applications.
REAL-TIME SIMULATION TECHNOLOGIES FOR POWER SYSTEMS DESIGN, TESTING, AND ANAL...Jithin T
This is the ppt that contains effective elementsof the IEEE research journel "REAL-TIME SIMULATION TECHNOLOGIES FOR POWER
SYSTEMS DESIGN, TESTING, AND ANALYSIS"
This document describes the features and capabilities of HYPERSIM, a real-time simulator from OPAL-RT, for protective relay testing. HYPERSIM allows testing relays in a closed-loop with detailed EMT models, automation of complex test sequences, analysis of relay performance under various faults and interactions, and generation of detailed reports. It supports modeling of power systems, communication protocols like IEC 61850, and integration with other equipment. TestView is used to automate testing, analyze results, and manage test data in databases for archiving. ScopeView and additional analysis tools allow detailed evaluation of relay behavior under different conditions.
The document discusses the State-Space Nodal (SSN) solver and its applications in real-time power system simulation. SSN allows large power systems to be simulated in real-time by reducing the number of network nodes through grouping, enabling parallelization. SSN has been used successfully for distribution grids, more electric aircraft, and super-large fusion reactor converter simulations. New developments include iterative methods for modeling switches and surge arresters in real-time.
This document discusses model-in-the-loop real-time simulation using phasor models. It describes how to integrate power system components with voltage source converters (STATCOMs and PV arrays) into a phasor-domain simulation. Various applications are mentioned, including testing wide area control systems and integrating renewable energy. It also presents simulation results comparing ePHASORsim to SimPowerSystems for a test system with STATCOM voltage control.
Avoiding Cyberterrorism Threats Inside Hydraulic Power Generation PlantsManuel Santander
Hydroelectric generation plants possess a number of cyberterrorism risks, which could cause significant problems like interruptions in the power grid or water leaks from the reservoir, among others. This presentation will discuss the vulnerabilities in the infrastructure of hydroelectric generation plants, some tools to check for them and several remediation techniques to avoid materialization of problems.
Challenges in Protection Relay Testing for Tomorrow’s Power Grid
Very many challenges related to protection relay testing are met today in the field and in the research industry.
There are often new and more complex applications such as wind turbines, very fast switching power electronics, photovoltaic cells and the battery and electric vehicle technologies. This implies among other things new converter topologies and smart grid considerations. These systems cannot be protected the same way as what was already being done, so this increases the complexity of the algorithms used.
Real-time simulation is a novel approach to design and test protection relay algorithms.
This document outlines the curriculum and syllabus for the M.Tech (Full Time) Power Systems program offered from 2013-2014 at SRM University. It includes:
- Details of core courses, program elective courses, and supportive courses offered across 4 semesters totaling 72 credits required for the degree.
- Syllabi and course objectives for 10 core courses covering topics like power system analysis, operation and control, protection, and project work.
- A list of 20 program elective courses on specialized power system topics that students can choose from.
- Information on contact hours, credits and references for each core course.
The curriculum is designed to provide students both theoretical knowledge and practical
OPAL-RT | Setup and Performance of a Combined Hardware-in-loop and Software-i...OPAL-RT TECHNOLOGIES
1. The document describes a combined hardware-in-loop (HIL) and software-in-loop (SIL) test for an MMC-HVDC control and protection system using a real-time simulator.
2. The test setup involves using FPGAs to simulate the low-level valve controller in the pole controller hardware, while simulating the rest of the grid and MMC station.
3. Test results demonstrated the start and stop sequence of the MMC, its real power step response, and capacitor voltage balancing worked as specified.
Detailed large-scale real-time HYPERSIM EMT simulation for transient stabilit...OPAL-RT TECHNOLOGIES
Towards cloud-based real-time HIL for wide-area special control and protection system testing
Presented by: Jean Belanger, President and CTO of OPAL-RT TECHNOLOGIES
Abstract: High penetration of inverter-based Distributed Energy Resources (DERs), widespread installation of FACTS and HVDC interconnection systems, and the decommissioning of thermal and nuclear plants are significantly reducing inertia in large-scale power systems. Fast power-electronics based control and protection schemes act to stabilize these systems, but they are sensitive to harmonics, transients, and system imbalances. It has been shown that simplified positive-sequence RMS models alone are insufficient for Transient Stability Assessment (TSA) of large-scale, low-inertia power grids. Therefore, utilities and regulators such as NERC, as well as professional associations such as CIGRE and IEEE, have begun investigating detailed EMT simulation to assess the transient stability of large-scale, low-inertia power grids that include power-electronic plant controllers.
However, detailed EMT simulation of large-scale power grids for 20 to 30 second time-frames and hundreds of contingencies presents a number of computational and analytic challenges including excessive simulation time, large-scale grid data management and the unavailability of detailed and validated models of power-electronic plant controllers. Furthermore, these plant controllers, if they are provided by OEMs, are in the form of blackbox, pre-compiled DLLs, which are implemented for specific simulation tools, without any interoperability standard.
This presentation will describe OPAL-RT solutions to achieve very large-scale, detailed grid EMT simulation in real-time for Hardware-in-the-Loop (HIL) / Software-in-the-Loop (SIL) control and protection testing, as well as quasi-real-time simulation for fast TSA evaluation of large-scale, low-inertia power systems. With these solutions, blackboxcontrol and protection systems can be implemented natively in the EMT simulation tool, HYPERSIM. PSCAD DLLs can also be co-simulated with HYPERSIM using a software interface based on the CIGRE model-interoperability guidelines.
Such advances will accelerate connection studies and can be used to implement cloud-native tools to help operators assess system stability with hundreds of contingencies in 5-to 10-minute time-frames. This performance can be achieved for grids having several thousand busses with a 50-microsecond time-step using a few hundred processors.
As HYPERSIM runs under Windows or LINUX, powerful cloud-based applications can be implemented for TSA and to test wide area control and protection systems using SIL or HIL with real control and protection software and hardware. Communication system emulators, such as eXata can also be used to analyze cyber-attacks and countermeasures as well as to evaluate the effect of communication failures and delays on system performance.
Learn more at www.opal-rt.com
2017 Atlanta Regional User Seminar - Real-Time Microgrid DemosOPAL-RT TECHNOLOGIES
This document discusses challenges in simulating distributed energy resources and microgrids in real-time including bidirectional power flow, integration of new technologies, controls, islanding operations, and communication networks. It also describes a real-time hardware-in-the-loop simulation platform that models a microgrid test system containing generators, loads, energy storage and PV to evaluate commercial microgrid controllers under different operating conditions and grid connection scenarios.
OPAL-RT held their Regional User Seminar in Atlanta, GA on February 15th, 2017. Presentations from the seminar will be made available on their FTP site in the coming days. Upcoming events in both the US and Canada were also announced, including the 4th International Grid Simulator Testing Workshop in April 2017, CPES Annual Conference in Virginia in April 2017, and OPAL-RT's User Group Conference #RT17 in Montreal, Canada from September 5-8, 2017. Attendees were asked to complete a survey about the seminar before leaving.
2017 Atlanta Regional User Seminar - Using OPAL-RT Real-Time Simulation and H...OPAL-RT TECHNOLOGIES
This document summarizes a presentation given by Shuhui Li at an Opal-RT user seminar on February 15, 2017 in Atlanta, GA. The presentation covered Li's research using Opal-RT real-time simulation and hardware-in-the-loop systems for power and energy systems at the University of Alabama. Specific topics included solar energy conversion and grid integration, electric vehicle charging stations, microgrid control, interior permanent magnet motor control for EVs, and an NSF-funded research center on efficient vehicles. Real-time simulation and hardware experiments were shown for various applications including solar PV systems, energy storage, electric vehicle charging, and inverter control for grid-connected microgrids and permanent magnet synchronous motors.
2017 Atlanta Regional User Seminar - Virtualizing Industrial Control Systems ...OPAL-RT TECHNOLOGIES
This document discusses virtualizing industrial control systems to create testbeds for cybersecurity research. It describes creating a high-fidelity virtual copy of a physical SCADA system and comparing results between the physical and virtual testbeds under normal and attack conditions. As an example, it details virtualizing a gas pipeline testbed that includes sensors, actuators, a programmable logic controller and human-machine interface. It also discusses expanding the virtual gas pipeline testbed and virtualizing additional systems like a water storage tank and power system using the same approach.
2017 Atlanta Regional User Seminar - Residential Battery Storage Systems. Des...OPAL-RT TECHNOLOGIES
Sonnen is a leading manufacturer of residential battery storage systems in Europe and the US. They use Opal-RT hardware-in-the-loop systems to test the dynamic operation of bi-directional inverters, optimize battery charging and discharging algorithms using real weather and demand data, validate and test new software releases, and develop algorithms to monitor battery health by measuring impedance. The Opal-RT systems allow accelerated testing without external hardware.
2017 Atlanta Regional User Seminar - Real-Time Volt/Var Optimization Scheme f...OPAL-RT TECHNOLOGIES
This presentation discusses real-time optimization schemes for distribution systems with high PV integration. It proposes using PV inverter reactive power control to minimize voltage deviations and power losses. A day-ahead optimization determines inverter VARs, OLTC taps, and capacitor states. An online control adjusts inverter VARs in real-time to compensate for forecast errors. Case studies show the approach reduces objective function values. Distributed control algorithms using multiple embedded controllers communicating over a network are also investigated through real-time simulation.
The document summarizes the agenda for OPAL-RT's Regional User Seminar in Atlanta, GA on February 15th, 2017. It includes panels on real-time power system simulation, partner technology overviews, hardware-in-the-loop applications, and real-time microgrid demos. It also provides updates on OPAL-RT's expansion in Latin America, research collaborations in the US, involvement in an aircraft technology project in Canada, and new product features and releases.
In this webinar, learn how OPAL-RT's state-of-the-art Hardware-in-the-Loop (HIL) simulation solutions empower engineers to design and test ECUs, and other integrated power electronic systems and controllers, with efficiency.
E.ON Energy Research Center builds first interface between OPAL-RT and RTDS Technologies real-time simulators, opens new collaborative research opportunities
This document summarizes a webinar about cybersecurity for power grids. It introduces OPAL-RT, a company that provides real-time digital simulators for power systems. It then discusses how modern power grids are vulnerable to cyberattacks as they incorporate more intelligent technologies. The rest of the webinar focuses on how real-time simulation can be used to assess cybersecurity risks, research attack mitigation systems, and test compliance with new standards. Speakers from OPAL-RT and the Pacific Northwest National Laboratory discuss their work using real-time simulation for cybersecurity applications.
The OP1200, Lab-Scale Modular Multilevel Converters Test Bench, is dedicated to the hardware verification of new control algorithms for new and existing power electronic converter topologies. It is used for experimental work on converter interactions and network control.
This document summarizes a presentation by Guillaume Boué of OPAL-RT on their rapid control prototyping solutions. The presentation covers an introduction to OPAL-RT, why rapid control prototyping is useful, OPAL-RT technology including their real-time computers and software interface, application highlights in areas like electric motor drives and modular multilevel converters, and a question and answer section. Key benefits outlined are finding errors early to reduce costs, easily building and tweaking control designs in real-time, and efficiently addressing power electronics, electric drive, and power systems challenges.
ePHASORsim is a real-time transient stability simulation tool that can simulate large power systems with thousands of nodes using a phasor domain solution with time-steps in the range of milliseconds. It can run simulations both offline and in real-time on RT-LAB enabled simulators. It has a variety of features including modeling of transmission and distribution systems, flexible data input formats, on-the-fly parameter changes, measurements and monitoring, parallel processing, and support for communication protocols and functional mock-up interface. It has been used for applications such as operator training, wide area monitoring, state estimation, and automatic control.
1. HYPERSIM is a real-time power system simulator developed through a collaboration between IREQ, RTE, China State Grid, and OPAL-RT to model power systems and power electronics from nanoseconds to milliseconds.
2. It is designed for power system engineers to simulate large EMT models in parallel on supercomputers, and integrate with other simulators like ePHASORsim and eMEGAsim.
3. HYPERSIM includes modeling, visualization, automation, and reporting tools and can interface with hardware in the loop controllers for applications like large scale wind power integration studies.
RT15 Berkeley | Introduction to FPGA Power Electronic & Electric Machine real...OPAL-RT TECHNOLOGIES
FPGA simulation provides high-fidelity models for hardware-in-the-loop testing of electric machines and power electronics. It allows control algorithms to be tested with highly resolved non-ideal behaviors faster and at lower cost compared to physical testing. The document discusses how eFPGAsim utilizes FPGA technologies to simulate electric drive systems with models exported from finite element analysis, improving collaboration between design and control engineers.
RT15 Berkeley | Real-time simulation as a prime tool for Cybersecurity - OPAL-RTOPAL-RT TECHNOLOGIES
1. Real-time simulation is useful for testing cybersecurity of modern power systems which rely on complex controls and protection systems.
2. Distribution systems are becoming as complex as transmission networks due to renewable energy, power electronics, and wide-area control systems, making security and performance reliant on testing of integrated controls.
3. Cybersecurity risks to power systems include threats like human error or hackers exploiting vulnerabilities in design flaws, system complexity, or testing limitations, which could have consequences like economic losses or equipment damage.
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
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GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
This presentation provides valuable insights into effective cost-saving techniques on AWS. Learn how to optimize your AWS resources by rightsizing, increasing elasticity, picking the right storage class, and choosing the best pricing model. Additionally, discover essential governance mechanisms to ensure continuous cost efficiency. Whether you are new to AWS or an experienced user, this presentation provides clear and practical tips to help you reduce your cloud costs and get the most out of your budget.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
2. 2
Outline
2
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
3. 3
Presentation of real-time simulation
How many type of real-time simulation exist?
Pure Simulation
Controller Plant
IOs
4. 4
Presentation of real-time simulation
How many type of real-time simulation exist?
Controller Plant
IOs
Real-time simulation
5. 5
Presentation of real-time simulation
How many type of real-time simulation exist?
Rapid Controller
Prototyping
(RCP)
IOs
Controller
Plant
IOs
Controller Plant
IOs
Real-time simulation
6. 6
Presentation of real-time simulation
6
How many type of real-time simulation exist?
IOs
Controller
Plant
IOs
Hardware-In-the-Loop
(HIL)
7. 7
Presentation of real-time simulation
7
How many type of real-time simulation exist?
IOs
Controller
Plant
IOs
Hardware-In-the-Loop
(HIL)
Controller
Plant
Real-plant
Power amplifier
Power signals
IOs
IOs
Power-Hardware-In-the-Loop
(PHIL)
17. 17
Outline
17
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
18. 18
Large power system simulation technique
18
• Specialized software
• ARTEMiS
• SSN
• Traditional method
• Distributed parameter line
• Stubline
• Voltage/Current source
27. 27
Outline
27
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
28. 28
Micro-grid challenges for real-time simulation
28
• Distributed parameter line (DPL)
1 km
𝑇𝑠 = 50 × 10−6 𝑇𝑠 = 500 × 10−9
29. 2929
• Stubline
𝐶 =
𝑇𝑠2
𝐿
Micro-grid challenges for real-time simulation
SI PU
Nominal power 100 kVA 1
Nominal voltage 600 V 1
Nominal frequency 50 Hz 1
Line impedance 1.1 mH 0.1
Capacitor
conductance (50 Hz)
2.18 µF 0.0025
Capacitor
conductance (5 kHz)
2.18 µF 0.25
𝑇𝑠 = 50 × 10−6
30. 3030
• Stubline
𝐶 =
𝑇𝑠2
𝐿
Micro-grid challenges for real-time simulation
SI PU
Nominal power 100 kVA 1
Nominal voltage 600 V 1
Nominal frequency 50 Hz 1
Line impedance 1.1 mH 0.1
Capacitor
conductance (50 Hz)
2.18 µF 0.0025
Capacitor
conductance (5 kHz)
2.18 µF 0.25
SI PU
Nominal power 100 kVA 1
Nominal voltage 600 V 1
Nominal frequency 50 Hz 1
Line impedance 1.1 mH 0.1
Capacitor
conductance (50 Hz)
87.27 nF 0.00001
Capacitor
conductance (5 kHz)
87.27 nF 0.01
𝑇𝑠 = 10 × 10−6
32. 32
Outline
32
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
In this presentation I’ll identify difference between microgrid and large network. Also the different application of RTS in microgrid application.
1- Using RTS alone with both controller and plant simulated is pure simulation and not RT simulation.
2- If IO are used to communicate between controller and plant then it is RT simulation
3- When real-plant is available, RTS can be used to iterate different command law (very expensive DSP)
1- Once you’ve bought a small DSP and implemented your controller, plant can be simulated for various test (see what happen for a 40kVdc phase-phase fault not safe for lab test)
2- HIL can also be used to test some hardware using power amplifier.
1- Once you’ve bought a small DSP and implemented your controller, plant can be simulated for various test (see what happen for a 40kVdc phase-phase fault not safe for lab test)
2- HIL can also be used to test some hardware using power amplifier.
First you find equations to be solved and then you discretize them. Using fixed-step solver
First you find equations to be solved and then you discretize them. Using fixed-step solver
Fixed-step solvers are used since the model need to be synchronized with real world.
1- read input
2- solve model
3- output results
If the model to solve is too big, it might not be possible to solve within 1 time-step
One solution is to increase the time-step.
Doing so a stable model can become unstable
If the model to solve is too big, it might not be possible to solve within 1 time-step
One solution is to increase the time-step.
Doing so a stable model can become unstable
If the model to solve is too big, it might not be possible to solve within 1 time-step
One solution is to increase the time-step.
Doing so a stable model can become unstable
If the model to solve is too big, it might not be possible to solve within 1 time-step
One solution is to increase the time-step.
Doing so a stable model can become unstable
Using decoupling method, equations can be decoupled and solved in parallel. Allowing to keep a smaller time-step.
We need to go from 1st matrix to the 2nd
Using decoupling method, equations can be decoupled and solved in parallel. Allowing to keep a smaller time-step.
We need to go from 1st matrix to the 2nd
Specialized software, with proprietary methods can be used
Literature also refers to more open technique
Taking into account propagation delay in a line, two system can be solved in parallel
Rule of thumb 100km take at least 50µs
Smaller time-step can still be used
Dynamic of the system is rather slow, therefore 50µs is ok.
Taking into account propagation delay in a line, two system can be solved in parallel
Rule of thumb 100km take at least 50µs
Smaller time-step can still be used
Dynamic of the system is rather slow, therefore 50µs is ok.
Taking into account propagation delay in a line, two system can be solved in parallel
Rule of thumb 100km take at least 50µs
Smaller time-step can still be used
Dynamic of the system is rather slow, therefore 50µs is ok.
Propagation delay again but parasitic capacitors are added to achieve same parameters as DPL with exactly 1 step delay
Propagation delay again but parasitic capacitors are added to achieve same parameters as DPL with exactly 1 step delay
Propagation delay again but parasitic capacitors are added to achieve same parameters as DPL with exactly 1 step delay
When a large state is available, like a DC capacitor. If DC voltage is constant over 1 time-step, it can be decoupled.
Each converter has a controlled voltage source, and the value is obtained by injecting each dc current in a capacitor
When a large state is available, like a DC capacitor. If DC voltage is constant over 1 time-step, it can be decoupled.
Each converter has a controlled voltage source, and the value is obtained by injecting each dc current in a capacitor
Now instead of 50µs, Ts has to be around 500ns.
Also generation is much small machine, therefore the inertia is much smaller too.
Basically dynamics of smart-grid are much faster, requiring smaller time-step.
In the case of STUBLINE, at 50µs, for a 0.1pu of impedance, gives a capacitor of 0.0025pu. Less than 1% losses so it is negligible at 50Hz.
At 5kHz, it becomes 0.25pu which greatly impact results
This can be all solved by reducing the time-step.
In the case of STUBLINE, at 50µs, for a 0.1pu of impedance, gives a capacitor of 0.0025pu. Less than 1% losses so it is negligible at 50Hz.
At 5kHz, it becomes 0.25pu which greatly impact results
This can be all solved by reducing the time-step.
1- Many RTS use different technology for IO and for computation
2- During input/ouput, conditionning can be done. Filtering, pulse generation
3- To some extend, the whole model could be done on FPGA reducing time step and therefore losses and latency
4- CPU can be used for slower computation, like a controller at 50µs while FPGA is running much faster
Taking the different structure of microgrid:
Ring
Radial
Mesh
Regrouping some part of the model, it could then be distributed over different RTS.
This can be achieved if
High speed link are available
Small time-step of simulation
When flexible RTS are used, they can be used for different part of the project.
1- can be used for pure simulation and RT-simulation
2- Removing the CTRL from RTS, can be interfaced with external controller
When flexible RTS are used, they can be used for different part of the project.
1- can be used for pure simulation and RT-simulation
2- Removing the CTRL from RTS, can be interfaced with external controller
RCP simulation can be achieved if the microgrid is available in the lab.
Even a mix between RPC, PHIL, etc…
Some part of the circuit can be simulated, some can be real, interfaced with power amplifier