This document discusses the challenges facing future power networks. It begins with an overview of the drivers necessitating changes to power systems, including increasing renewable generation and the need to build new transmission and distribution infrastructure. It then examines specific changes happening in Great Britain's power system and outlines some of the major challenges facing the development of smarter grids, such as balancing variable generation and demand. Finally, it discusses sources of uncertainty and large volumes of data that must be managed in future power systems with high levels of distributed energy resources and monitoring points.
Smart Grid: Definition
• Need of smart grid
• Smart grid functions
• How Smart Grid Works
• Smart Grid: Benefits
• Smart grid components and its Benefits
• Issues and Challenges
• Opportunities in future
• Smart Grid Projects in India and Gujarat
• Question-Answer
• References
What is islanding ?
Consider the power network as shown in fig.1
Now if we disconnect the line AB from the infinite transmission grid there will be an isolated region . The D1, D2 are power sources (eg : inverter , solar power cells ). The power generated in this region is fed to the island only.
We see that there no longer is any control over the island voltage at the bus X . Also there is no mechanism here for control of frequency.
This state is referred to as islanding.
This document provides an overview of power trading concepts in India. It defines power trading as the transfer of surplus electricity from one utility to another with a deficit. Open access to transmission networks is key to enabling power trading. Bilateral contracts between buyers and sellers and trading on power exchanges are the two main mechanisms. Derivatives like futures, forwards and options are used to hedge risks associated with price volatility in power trading. Entities like PXIL, IEX and PTC play important roles in facilitating power trading in India.
The document provides an overview of microgrids, including their components, operating modes, advantages, and applications. It discusses that microgrids allow local power generation for local loads through various small power sources, improving flexibility and efficiency. Microgrids can operate connected to or isolated from the main utility grid. Their advantages include high quality power during grid disturbances, reduced transmission losses, and environmental benefits from renewable energy use. Examples of microgrid applications given are campuses/institutions, military bases, and industrial facilities.
this slide shows what is smart grid ,its comparison between the electromechanical grids . smart meters and devises for the smart grid . benefit of smart grid . and a conclution
This document discusses issues related to connecting renewable energy sources to the electric grid. It notes that renewable resources like wind and solar are intermittent and lack flexibility, posing challenges to balancing supply and demand. Various technical issues are explored, such as voltage fluctuations, frequency variation, power quality issues like harmonics. Solutions discussed include using inverters with voltage regulation modes, frequency ride-through systems, and distributing generation sources across three phases. The document advocates for grid-tied renewable systems and the development of new technologies to better integrate intermittent renewables at high penetration levels.
This document discusses the challenges and opportunities presented by changing distribution systems, including increased integration of renewable resources, electric vehicles, energy storage, and power electronics. It outlines problems like complex planning, operation and maintenance as well as the need for improved protection and control. The document explores these issues, opportunities for things like better data analysis and power quality, and challenges around developing standards and policies to support modern distribution systems.
The document discusses smart grid technology, including its key features and components. A smart grid uses two-way digital communication to deliver power more efficiently by integrating renewable energy, automated demand response, and distributed generation. It allows for better management of supply and demand through technologies like smart meters, power line communication, and advanced distribution automation. The smart grid aims to address issues with existing power grids like high outage costs and inefficient peak load management through real-time monitoring and control enabled by communication networks and technologies. Future work is still needed in areas like security, standardization, and reducing upfront consumer expenses.
Smart Grid: Definition
• Need of smart grid
• Smart grid functions
• How Smart Grid Works
• Smart Grid: Benefits
• Smart grid components and its Benefits
• Issues and Challenges
• Opportunities in future
• Smart Grid Projects in India and Gujarat
• Question-Answer
• References
What is islanding ?
Consider the power network as shown in fig.1
Now if we disconnect the line AB from the infinite transmission grid there will be an isolated region . The D1, D2 are power sources (eg : inverter , solar power cells ). The power generated in this region is fed to the island only.
We see that there no longer is any control over the island voltage at the bus X . Also there is no mechanism here for control of frequency.
This state is referred to as islanding.
This document provides an overview of power trading concepts in India. It defines power trading as the transfer of surplus electricity from one utility to another with a deficit. Open access to transmission networks is key to enabling power trading. Bilateral contracts between buyers and sellers and trading on power exchanges are the two main mechanisms. Derivatives like futures, forwards and options are used to hedge risks associated with price volatility in power trading. Entities like PXIL, IEX and PTC play important roles in facilitating power trading in India.
The document provides an overview of microgrids, including their components, operating modes, advantages, and applications. It discusses that microgrids allow local power generation for local loads through various small power sources, improving flexibility and efficiency. Microgrids can operate connected to or isolated from the main utility grid. Their advantages include high quality power during grid disturbances, reduced transmission losses, and environmental benefits from renewable energy use. Examples of microgrid applications given are campuses/institutions, military bases, and industrial facilities.
this slide shows what is smart grid ,its comparison between the electromechanical grids . smart meters and devises for the smart grid . benefit of smart grid . and a conclution
This document discusses issues related to connecting renewable energy sources to the electric grid. It notes that renewable resources like wind and solar are intermittent and lack flexibility, posing challenges to balancing supply and demand. Various technical issues are explored, such as voltage fluctuations, frequency variation, power quality issues like harmonics. Solutions discussed include using inverters with voltage regulation modes, frequency ride-through systems, and distributing generation sources across three phases. The document advocates for grid-tied renewable systems and the development of new technologies to better integrate intermittent renewables at high penetration levels.
This document discusses the challenges and opportunities presented by changing distribution systems, including increased integration of renewable resources, electric vehicles, energy storage, and power electronics. It outlines problems like complex planning, operation and maintenance as well as the need for improved protection and control. The document explores these issues, opportunities for things like better data analysis and power quality, and challenges around developing standards and policies to support modern distribution systems.
The document discusses smart grid technology, including its key features and components. A smart grid uses two-way digital communication to deliver power more efficiently by integrating renewable energy, automated demand response, and distributed generation. It allows for better management of supply and demand through technologies like smart meters, power line communication, and advanced distribution automation. The smart grid aims to address issues with existing power grids like high outage costs and inefficient peak load management through real-time monitoring and control enabled by communication networks and technologies. Future work is still needed in areas like security, standardization, and reducing upfront consumer expenses.
The document discusses smart grids and their evolution in India. It provides three key points:
1. Smart grids allow for a modernized electricity delivery system that can monitor, protect and optimize the interconnected elements of the power system through advanced communications and sensing technologies. This enables better operational efficiency, integration of renewable energy, and consumer service.
2. India's power system has evolved from isolated state grids to integrated regional and national grids to optimize resource utilization across states. However, challenges remain in meeting growing demand, improving efficiency, and enhancing consumer services.
3. The development of smart grid technologies can help transform India's existing grid to address these challenges through features like self-healing, demand response, distributed generation integration
It consists of :
Introduction to Microgrid
Microgrid key Attributes
Interconnected Microgrid
How does it work ?
Microgrid : A Smart Choice for Tomorrow
Why Microgrid!
Conventional Grid V/s Microgrid
Advantages
Conclusion
⚡️Discover the world’s first large-scale AC bidirectional charging network for electric vehicles - how it is being implemented & rapidly scaled up ⚡️
Free to access webinar with
Robin Berg, LomboXnet & Fredrik Persson, Goteborg Energi
Highlights:
* Explores the issue of voltage quality regulation.
* Quality is becoming more important in the light of price caps.
* Provides a set of guidelines for the development of a voltage quality regulatory framework.
* Stresses importance of defining the objectives of quality regulation.
* Practical issues include short interruptions, voltage dips, flicker, supply voltage variation, and harmonic distortions.
Future Meshed HVDC Grids: Challenges and Opportunities, 29th October 2015, Po...Francisco Gonzalez-Longatt
This document provides a brief history of HVDC transmission systems from the late 19th century to modern applications. Some key points:
- Early systems in the late 1800s used DC transmission over long distances but were inefficient due to the need for rotating machinery.
- In the 1930s, mercury arc valves were used in experimental HVDC systems in the US and Germany.
- The first modern HVDC system using thyristor valves went into service in Sweden in 1950, transmitting 20MW over 98km.
- Major projects in the 1960s included the first cross-channel link between England and France and a 750MW, 450km overhead line in Russia.
Hosted by KTN, this event brought together the projects that were funded as part of the £30 million UK government funding to support and develop vehicle-to-grid (V2G) technologies - aiming to enable electric cars and other vehicles to deliver electricity back to the smart grid, to light homes and power businesses.
A great opportunity for local councils, fleet owners (looking to go electric) or those in the Energy and Infrastructure sectors.
The event looked at:
- Benefits and learnings from the V2G cohort projects;
- V2G Grid connections (as it was noted that the G99 process could be elongated at times)
- Update from Ofgem (including a Q&A session)
Find out more: https://ktn-uk.co.uk/news/v2g-vehicle-to-grid-cohort-the-future
A virtual power plant (VPP) aggregates distributed energy resources like solar, wind, storage and flexible loads to act as a single controlled generation source. It allows these distributed resources to participate in electricity markets and provide grid services like peak shaving and frequency regulation. A VPP has three main components - distributed energy resources, energy storage systems, and communication technology. It uses optimization algorithms to coordinate these resources and provide benefits like improved reliability and cost efficiencies.
The presented lectures are related to the Distribution generation and smart grid. Further,suggestions are highly welcomed for the modifications of the lecture.
Wide area network in smart grid kundanKundan Kumar
The document discusses the need for a wide area network (WAN) in a smart grid. It describes the roles of the WAN in connecting utilities across regional grids and allowing communication with customers and distributed energy sources. The document evaluates both public and private network options for a smart grid WAN and determines that a private wireless WAN is the most suitable approach. It outlines critical requirements for a private wireless WAN, including coverage, capacity, cost, range, supporting real-time two-way communication, security, and reliability.
Peer-to-peer energy trading using blockchainsLeonardo ENERGY
Rapid penetration of distributed generation technologies, combined with grid constraints, and disillusionment with non-consumer centric business models, is leading many to explore radically different configurations of the energy system. One such model, ‘transactive energy’, focuses on peer-to-peer energy trading with the role of the energy company replaced with a trustless transaction layer based on distributed ledger (blockchain) technologies. The proponents of transactive energy argue that it provides social, environmental, economic, and energy systems benefits. This lecture will provide a broad introduction to the field, before discussing the opportunities and limitations of this approach within the energy transition.
A Virtual Power Plant is a network of decentralized and medium-scale power generating units like wind farms, solar parks, and CHP units. It also includes flexible power consumers and storage systems. The units are connected through a central control room but remain independently operated. The objective is to relieve grid load during peak periods by smartly distributing power generation. The combined output is also traded on energy exchanges.
Dr. Praveen Kumar presented on the concept of Grid to Vehicle (G2V) power. He explained that as electric vehicles become more common, their batteries could provide power storage and generation back to the electric grid. This would allow electric vehicles to provide ancillary power services to help maintain grid stability. G2V power could benefit both vehicle owners through additional revenue and utilities by reducing costs and emissions compared to traditional peak power generation. However, integrating large numbers of electric vehicles into the grid also presents technical and regulatory challenges that would need to be addressed.
This document discusses cyber security concerns regarding smart grid technology integration. It outlines how increased data sharing and connectivity between new and legacy systems introduces new cyber vulnerabilities. It then summarizes existing cyber security standards from organizations like ISO, NERC, and IEC that can provide frameworks for addressing these vulnerabilities. Finally, it notes challenges integrating new technologies with legacy systems and the need for a strategic roadmap to help guide secure technology adoption.
This document presents an overview of integrated protection and control strategies for microgrids. It discusses challenges in microgrid control and protection, including issues related to islanding detection. The author proposes a strategy to design a robust islanding detection method using feature selection algorithms. In Study 1, the author uses a modified multi-objective differential evolution algorithm coupled with an extreme learning machine classifier to select optimal feature subsets from offline simulation data of a modified IEEE 13-bus test system integrating different distributed generator types. The selected feature subsets are evaluated based on objectives like dependability, security, accuracy and number of features.
Review of Microgrid Technology and its Control Strategy is explained in this slide. This Slides along with the reference mentioned will help you to understand more better on Operation of microgrid ,Difference between Ac microgrid and DC microgrid ? How Real and Reactive can be transferred to the grid? Why dq axis current are considered?.
Please feel free to contact me for the detailed report.
This document discusses net metering, which is a billing mechanism that credits solar energy system owners for excess electricity generated and added to the grid. It allows two-way power transfers so that solar customers can draw power from the grid when their panels are not generating enough. The document outlines the components of a net metering system like solar panels, inverters, meters and switches. It explains the benefits of net metering like financial credits and reduced equipment needs. It also provides details on net metering policies in India and states like Andhra Pradesh. The conclusion states that net metering provides opportunities for reliable solar power by allowing excess power to be supplied to the grid and drawing power when solar is insufficient.
This document describes a smart energy meter that uses a GSM module to send electricity consumption data via SMS. The meter uses an AD7751 IC to measure real power consumption based on current and voltage inputs. An AVR microcontroller then processes this data and calculates energy used. It can send meter readings, billing information, and load details to the user's mobile phone upon request via a missed call to provide real-time monitoring. The smart meter allows for accurate and automated energy monitoring and billing compared to traditional meters.
This document contains a presentation on frequency control and inertia response schemes for future power networks. It discusses the increasing complexity of modern power systems due to many interacting elements. It also provides examples of large international interconnects and the high levels of renewable generation penetration in some countries. Frequency stability concepts are introduced, including how system frequency is maintained by balancing generation and demand. The need for frequency response to correct deviations is also covered.
The document discusses smart grids and their evolution in India. It provides three key points:
1. Smart grids allow for a modernized electricity delivery system that can monitor, protect and optimize the interconnected elements of the power system through advanced communications and sensing technologies. This enables better operational efficiency, integration of renewable energy, and consumer service.
2. India's power system has evolved from isolated state grids to integrated regional and national grids to optimize resource utilization across states. However, challenges remain in meeting growing demand, improving efficiency, and enhancing consumer services.
3. The development of smart grid technologies can help transform India's existing grid to address these challenges through features like self-healing, demand response, distributed generation integration
It consists of :
Introduction to Microgrid
Microgrid key Attributes
Interconnected Microgrid
How does it work ?
Microgrid : A Smart Choice for Tomorrow
Why Microgrid!
Conventional Grid V/s Microgrid
Advantages
Conclusion
⚡️Discover the world’s first large-scale AC bidirectional charging network for electric vehicles - how it is being implemented & rapidly scaled up ⚡️
Free to access webinar with
Robin Berg, LomboXnet & Fredrik Persson, Goteborg Energi
Highlights:
* Explores the issue of voltage quality regulation.
* Quality is becoming more important in the light of price caps.
* Provides a set of guidelines for the development of a voltage quality regulatory framework.
* Stresses importance of defining the objectives of quality regulation.
* Practical issues include short interruptions, voltage dips, flicker, supply voltage variation, and harmonic distortions.
Future Meshed HVDC Grids: Challenges and Opportunities, 29th October 2015, Po...Francisco Gonzalez-Longatt
This document provides a brief history of HVDC transmission systems from the late 19th century to modern applications. Some key points:
- Early systems in the late 1800s used DC transmission over long distances but were inefficient due to the need for rotating machinery.
- In the 1930s, mercury arc valves were used in experimental HVDC systems in the US and Germany.
- The first modern HVDC system using thyristor valves went into service in Sweden in 1950, transmitting 20MW over 98km.
- Major projects in the 1960s included the first cross-channel link between England and France and a 750MW, 450km overhead line in Russia.
Hosted by KTN, this event brought together the projects that were funded as part of the £30 million UK government funding to support and develop vehicle-to-grid (V2G) technologies - aiming to enable electric cars and other vehicles to deliver electricity back to the smart grid, to light homes and power businesses.
A great opportunity for local councils, fleet owners (looking to go electric) or those in the Energy and Infrastructure sectors.
The event looked at:
- Benefits and learnings from the V2G cohort projects;
- V2G Grid connections (as it was noted that the G99 process could be elongated at times)
- Update from Ofgem (including a Q&A session)
Find out more: https://ktn-uk.co.uk/news/v2g-vehicle-to-grid-cohort-the-future
A virtual power plant (VPP) aggregates distributed energy resources like solar, wind, storage and flexible loads to act as a single controlled generation source. It allows these distributed resources to participate in electricity markets and provide grid services like peak shaving and frequency regulation. A VPP has three main components - distributed energy resources, energy storage systems, and communication technology. It uses optimization algorithms to coordinate these resources and provide benefits like improved reliability and cost efficiencies.
The presented lectures are related to the Distribution generation and smart grid. Further,suggestions are highly welcomed for the modifications of the lecture.
Wide area network in smart grid kundanKundan Kumar
The document discusses the need for a wide area network (WAN) in a smart grid. It describes the roles of the WAN in connecting utilities across regional grids and allowing communication with customers and distributed energy sources. The document evaluates both public and private network options for a smart grid WAN and determines that a private wireless WAN is the most suitable approach. It outlines critical requirements for a private wireless WAN, including coverage, capacity, cost, range, supporting real-time two-way communication, security, and reliability.
Peer-to-peer energy trading using blockchainsLeonardo ENERGY
Rapid penetration of distributed generation technologies, combined with grid constraints, and disillusionment with non-consumer centric business models, is leading many to explore radically different configurations of the energy system. One such model, ‘transactive energy’, focuses on peer-to-peer energy trading with the role of the energy company replaced with a trustless transaction layer based on distributed ledger (blockchain) technologies. The proponents of transactive energy argue that it provides social, environmental, economic, and energy systems benefits. This lecture will provide a broad introduction to the field, before discussing the opportunities and limitations of this approach within the energy transition.
A Virtual Power Plant is a network of decentralized and medium-scale power generating units like wind farms, solar parks, and CHP units. It also includes flexible power consumers and storage systems. The units are connected through a central control room but remain independently operated. The objective is to relieve grid load during peak periods by smartly distributing power generation. The combined output is also traded on energy exchanges.
Dr. Praveen Kumar presented on the concept of Grid to Vehicle (G2V) power. He explained that as electric vehicles become more common, their batteries could provide power storage and generation back to the electric grid. This would allow electric vehicles to provide ancillary power services to help maintain grid stability. G2V power could benefit both vehicle owners through additional revenue and utilities by reducing costs and emissions compared to traditional peak power generation. However, integrating large numbers of electric vehicles into the grid also presents technical and regulatory challenges that would need to be addressed.
This document discusses cyber security concerns regarding smart grid technology integration. It outlines how increased data sharing and connectivity between new and legacy systems introduces new cyber vulnerabilities. It then summarizes existing cyber security standards from organizations like ISO, NERC, and IEC that can provide frameworks for addressing these vulnerabilities. Finally, it notes challenges integrating new technologies with legacy systems and the need for a strategic roadmap to help guide secure technology adoption.
This document presents an overview of integrated protection and control strategies for microgrids. It discusses challenges in microgrid control and protection, including issues related to islanding detection. The author proposes a strategy to design a robust islanding detection method using feature selection algorithms. In Study 1, the author uses a modified multi-objective differential evolution algorithm coupled with an extreme learning machine classifier to select optimal feature subsets from offline simulation data of a modified IEEE 13-bus test system integrating different distributed generator types. The selected feature subsets are evaluated based on objectives like dependability, security, accuracy and number of features.
Review of Microgrid Technology and its Control Strategy is explained in this slide. This Slides along with the reference mentioned will help you to understand more better on Operation of microgrid ,Difference between Ac microgrid and DC microgrid ? How Real and Reactive can be transferred to the grid? Why dq axis current are considered?.
Please feel free to contact me for the detailed report.
This document discusses net metering, which is a billing mechanism that credits solar energy system owners for excess electricity generated and added to the grid. It allows two-way power transfers so that solar customers can draw power from the grid when their panels are not generating enough. The document outlines the components of a net metering system like solar panels, inverters, meters and switches. It explains the benefits of net metering like financial credits and reduced equipment needs. It also provides details on net metering policies in India and states like Andhra Pradesh. The conclusion states that net metering provides opportunities for reliable solar power by allowing excess power to be supplied to the grid and drawing power when solar is insufficient.
This document describes a smart energy meter that uses a GSM module to send electricity consumption data via SMS. The meter uses an AD7751 IC to measure real power consumption based on current and voltage inputs. An AVR microcontroller then processes this data and calculates energy used. It can send meter readings, billing information, and load details to the user's mobile phone upon request via a missed call to provide real-time monitoring. The smart meter allows for accurate and automated energy monitoring and billing compared to traditional meters.
This document contains a presentation on frequency control and inertia response schemes for future power networks. It discusses the increasing complexity of modern power systems due to many interacting elements. It also provides examples of large international interconnects and the high levels of renewable generation penetration in some countries. Frequency stability concepts are introduced, including how system frequency is maintained by balancing generation and demand. The need for frequency response to correct deviations is also covered.
Re-Configuring Value Networks and Competition in Industrialized, Emerging and...Andreas Meiszner
The document discusses how information and communication technologies (ICT) are impacting and reconfiguring value networks. It provides examples of this reconfiguration in four sectors: 1) free and open source software, 2) energy and smart grids, 3) higher education, and 4) Industry 4.0 and 3D printing. The document suggests that ICT allows for new combinations of ideas, mixing and remixing in novel ways, and that economic growth occurs through rearranging resources in more valuable configurations.
This document discusses blockchain applications in the energy sector. It begins with an overview of key blockchain concepts like Bitcoin, cryptocurrency, and distributed ledger technology. It then explores several potential use cases for blockchain in energy like peer-to-peer energy trading, crypto-currency payments for energy, implementing microgrids, enabling appliance and IoT devices, and increasing distribution system operator capabilities. Finally, it analyzes different blockchain business models for electricity markets and considers factors like the appropriate consensus protocol for different business cases.
ISES 2013 - Day 2 - Evan Mertens and Hermann Van Heist (Rural Spark) - Grass...Student Energy
Bottom Up Approaches to Global Challenges
Finding simple solutions at a grassroots level is essential for giving people in rural areas access to energy and electricity. Will innovation make it possible to combine sustainable development and energy for all?
Future of energy nordic edge - 27 sept 2018Future Agenda
This is the starting stimulus for a future of energy workshop taking place on 27 Sept in Stavanger, Norway. As part of the Nordic Edge 2018 event, and in partnership with ISPIM, we are running an accelerated session focused on key shifts for energy in smart cities over the next decade or so.
More details are on https://www.nordicedgeexpo.org/program/ispim-immersive-workshop
This draws on previous future agenda focus on the future of energy, the future of cities and the future of transport and is the starting point for a new more focused exploration of the specific changes and opportunities for low carbon, renewable EV driven urban energy strategies. More details on www.futureagenda.org
Towards Deep Programmable Slicing. IEEE Netsoft'19 Distinguished Expert Panel Theme: Barriers and Frontiers of Softwarization for the Network of 2030, Paris, 2019. https://netsoft2019.ieee-netsoft.org/program/distinguished-expert-panel/
Energy as a Service: Blockchain & the Emerging Energy Cloud 5/23/19Mark Goldstein
I presented “Energy as a Service: Blockchain & The Emerging Energy Cloud” at ASU Law’s Governance of Emerging Technologies & Science (GETS) Conference (https://events.asucollegeoflaw.com/gets/) on May 23, 2019 in Phoenix, AZ. It details the transition from traditional one-way power grids to two-way grids to an energy cloud with emerging peer-to-peer and transitive energy markets enabled by blockchain. A newly decentralized power ecosystem with low friction brokering and transactions, accompanied by regulatory reform, will be foundational for the fourth industrial revolution and offer new solutions to industry and sustainability issues.
Tracxn Research - Smart Grid Report, June 2017Tracxn
The document provides an overview of investment activity in the smart grid sector from 2010 to 2016. It finds that the number of companies founded each year in the sector grew from 2010 to 2016, as did the total funding amount and number of funding rounds. The report also analyzes investment trends by stage of funding and identifies the most active investors in the sector.
Key note presentation for EWB-UK's Going Global conference (http://www.ewb-uk.org/goingglobal). Presentation looked at the what? how? and why? of a global engineer focussing on engineering education.
Distribution of precision agriculture technologies: a first survey of French ...Davide Rizzo
Precision agriculture technologies (PAT) are very diversified. The proliferation of precision agriculture products and services, as well as of their providers can confuse farmers. In addition, the lack of agronomic references for these technologies is slowing their adoption. The organization and development of the distribution network can help the providers of PAT to support farmers and other end customers. This study describes how PAT are being addressed by ordinary dealers of agricultural machinery and equipment. We aimed at identifying the main trends in the distribution of PAT among dealers, as well as the obstacles and the expected added value of these technologies for their business. We focused on metropolitan France as the first European country for agricultural production and highly committed to the development of agtech. A series of semi-direct interviews was realized on a sample covering the main tractor manufacturers on the national territory, the involvement of the dealer manager in the national trade union (i.e., SEDIMA) and already offering PAT. The interview consisted of four parts: (i) current offer by the dealership and level of PAT use/equipment by customers; (ii) 5-years strategy of the dealership about these technologies; (iii) changes in personnel (recruitment, training, etc.) and organization related to these new products/services; (iv) identification of expected added value and obstacles. The notes taken during the phone interviews were coded into themes and topics to ensure harmonization and comparability, then analyzed to provide summary statistics, and to identify main trends and recommendations about the distribution of PAT.
FULL PAPER available at https://doi.org/10.5281/zenodo.5602074
Big Data Applications & Analytics Motivation: Big Data and the Cloud; Centerp...Geoffrey Fox
Motivating Introduction to MOOC on Big Data from an applications point of view https://bigdatacoursespring2014.appspot.com/course
Course says:
Geoffrey motivates the study of X-informatics by describing data science and clouds. He starts with striking examples of the data deluge with examples from research, business and the consumer. The growing number of jobs in data science is highlighted. He describes industry trend in both clouds and big data.
He introduces the cloud computing model developed at amazing speed by industry. The 4 paradigms of scientific research are described with growing importance of data oriented version. He covers 3 major X-informatics areas: Physics, e-Commerce and Web Search followed by a broad discussion of cloud applications. Parallel computing in general and particular features of MapReduce are described. He comments on a data science education and the benefits of using MOOC's.
Big Data Applications & Analytics Motivation: Big Data and the Cloud; Center...Geoffrey Fox
Motivating Introduction to MOOC on Big Data from an applications point of view https://bigdatacoursespring2014.appspot.com/course
Course says:
Geoffrey motivates the study of X-informatics by describing data science and clouds. He starts with striking examples of the data deluge with examples from research, business and the consumer. The growing number of jobs in data science is highlighted. He describes industry trend in both clouds and big data.
He introduces the cloud computing model developed at amazing speed by industry. The 4 paradigms of scientific research are described with growing importance of data oriented version. He covers 3 major X-informatics areas: Physics, e-Commerce and Web Search followed by a broad discussion of cloud applications. Parallel computing in general and particular features of MapReduce are described. He comments on a data science education and the benefits of using MOOC's.
IRJET- Building a Big Data Provenance with its Applications for Smart CitiesIRJET Journal
This document discusses applications of big data across various industries and fields. It begins with an introduction to big data and defines it as large datasets that cannot be processed with traditional software tools. It then discusses key applications of big data in healthcare, manufacturing, development/government, and media/entertainment. Specifically, it outlines how big data is used in healthcare for clinical decision making and personalized treatment, in manufacturing for predictive maintenance and reducing defects, in development for resource management and economic growth, and in media for data analysis and customer insights.
The slides defines IoT and show the differnce between M2M and IoT vision. It then describes the different layers that depicts the functional architecture of IoT, standard organizations and bodies and other IoT technology alliances, low power IoT protocols, IoT Platform components, and finally gives a short description to one of IoT low power application protocols (MQTT).
New World of Energy is where electricity is increasingly distributed and connected, and the flow is bi-directional between smart supply and smart demand. The new ecosystem starts from the supply side of Smart Generation and converges all the way till the Smart Grids from the supply side to the demand side of diverse consumer-ends.
In the area of Smart Generation, there is deep innovation and transformation in areas such as Renewable and Distributed Energy. In Smart Grids, there are huge opportunities for Automation, Demand Response and Distributed Management Systems, including Micro grids. On the demand side, we have Smart Buildings and Homes, Smart Industry and Efficient Data Centres.
Similar to Challenges in the Future Power Network (20)
The total system inertia (H) is the primary source of electricity system robustness to frequency disturbances which arise due to an imbalance of generation and demand. The traditional large synchronous generators directly connected to the grid are the main sources of inertia, and they play an important role in limiting rate of change of frequency (ROCOF) and provide a natural response to the system frequency changes following an unscheduled loss of generation or demand from the power system.
The transition to a low carbon society is the driving force pushing the traditional power system to increase the volume of non-synchronous technologies which mainly use power converters (PCs) as an interface to the power network. The PCs decoupled the primary source from the power network, as a consequence are not able to contribute with “natural” inertia in the same way as classical synchronous generators. During a system frequency disturbance (SFD), the system frequency will change at a rate initially determined by the total system inertia (H). The inertial response of the system might be negatively affected with devastating consequences for system security and reliability.
The objective of this seminar is to present the fundamental aspects about system Frequency Control in Low Inertia Systems.
This seminar has special emphasis on non-synchronous technologies, mainly using power converters (PCs): (a) High Voltage DC (HVDC) and (b) Wind Power Integration and considers the implications on frequency control.
The total system inertia (H) is the primary source of electricity system robustness to frequency disturbances which arise due to an imbalance of generation and demand. The traditional large synchronous generators directly connected to the grid are the main sources of inertia, and they play an important role in limiting rate of change of frequency (ROCOF) and provide a natural response to the system frequency changes following an unscheduled loss of generation or demand from the power system.
The transition to a low carbon society is the driving force pushing the traditional power system to increase the volume of non-synchronous technologies which mainly use power converters (PCs) as an interface to the power network. The PCs decoupled the primary source from the power network, as a consequence are not able to contribute with “natural” inertia in the same way as classical synchronous generators. During a system frequency disturbance (SFD), the system frequency will change at a rate initially determined by the total system inertia (H). The inertial response of the system might be negatively affected with devastating consequences for system security and reliability.
The objective of this seminar is to present the fundamental aspects about system Frequency Control in Low Inertia Systems.
This seminar has special emphasis on non-synchronous technologies, mainly using power converters (PCs): (a) High Voltage DC (HVDC) and (b) Wind Power Integration and considers the implications on frequency control.
The total system inertia (H) is the primary source of electricity system robustness to frequency disturbances which arise due to an imbalance of generation and demand. The traditional large synchronous generators directly connected to the grid are the main sources of inertia, and they play an important role in limiting rate of change of frequency (ROCOF) and provide a natural response to the system frequency changes following an unscheduled loss of generation or demand from the power system.
The transition to a low carbon society is the driving force pushing the traditional power system to increase the volume of non-synchronous technologies which mainly use power converters (PCs) as an interface to the power network. The PCs decoupled the primary source from the power network, as a consequence are not able to contribute with “natural” inertia in the same way as classical synchronous generators. During a system frequency disturbance (SFD), the system frequency will change at a rate initially determined by the total system inertia (H). The inertial response of the system might be negatively affected with devastating consequences for system security and reliability.
The objective of this seminar is to present the fundamental aspects about system Frequency Control in Low Inertia Systems.
This seminar has special emphasis on non-synchronous technologies, mainly using power converters (PCs): (a) High Voltage DC (HVDC) and (b) Wind Power Integration and considers the implications on frequency control
The total system inertia (H) is the primary source of electricity system robustness to frequency disturbances which arise due to an imbalance of generation and demand. The traditional large synchronous generators directly connected to the grid are the main sources of inertia, and they play an important role in limiting rate of change of frequency (ROCOF) and provide a natural response to the system frequency changes following an unscheduled loss of generation or demand from the power system.
The transition to a low carbon society is the driving force pushing the traditional power system to increase the volume of non-synchronous technologies which mainly use power converters (PCs) as an interface to the power network. The PCs decoupled the primary source from the power network, as a consequence are not able to contribute with “natural” inertia in the same way as classical synchronous generators. During a system frequency disturbance (SFD), the system frequency will change at a rate initially determined by the total system inertia (H). The inertial response of the system might be negatively affected with devastating consequences for system security and reliability.
The objective of this seminar is to present the fundamental aspects about system Frequency Control in Low Inertia Systems.
This seminar has special emphasis on non-synchronous technologies, mainly using power converters (PCs): (a) High Voltage DC (HVDC) and (b) Wind Power Integration and considers the implications on frequency control.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow and levels of neurotransmitters and endorphins which elevate and stabilize mood.
El documento describe diferentes aspectos de la energía eólica como fuente de generación distribuida. Explica que alrededor del 1-2% de la energía proveniente del sol es convertida en energía eólica, y que la energía eólica depende de factores como la velocidad y densidad del viento. Además, describe diferentes tipos de aerogeneradores como de eje horizontal, eje vertical, giromill y especiales, señalando sus características principales.
Este documento describe las diferentes tecnologías para generación de energía solar térmica, incluyendo colectores parabólicos, torres solares, y discos solares. Explica que los colectores parabólicos usan espejos curvos para enfocar la luz solar en un tubo, calentando un fluido que luego se usa para generar vapor e impulsar una turbina. Las torres solares usan espejos para enfocar la luz en un receptor en la cima de una torre, alcanzando altas temperaturas para generar vapor. Los
El documento describe diferentes tipos de celdas de combustible, incluyendo sus características, componentes y aplicaciones. Las celdas de combustible convierten la energía química directamente en energía eléctrica mediante reacciones electroquímicas. Algunos tipos descritos son las celdas de combustible alcalinas, de membrana de intercambio de protón, de óxido sólido y de ácido fosfórico, las cuales varían en su electrolito, temperatura de operación y aplicaciones.
Este documento describe las microturbinas, una tecnología empleada en la generación distribuida. Explica que las microturbinas son pequeños motores de ciclo Brayton que usan combustión para producir electricidad. Describe las características, clasificaciones, componentes y diseños de las microturbinas, incluyendo su compresor, turbina, generador y uso de gas natural como combustible.
Este documento proporciona información sobre turbinas de combustión. Explica que las turbinas de combustión que queman gas natural son ampliamente utilizadas para la generación de electricidad. Describe el funcionamiento de las turbinas de combustión basadas en el ciclo Brayton y los componentes clave como el compresor, la cámara de combustión y la turbina. También cubre temas como ciclos combinados, controles y tipos de combustibles.
Este documento trata sobre las máquinas térmicas utilizadas en sistemas de generación distribuida, enfocándose en los motores de combustión interna como el motor diésel. Explica las clasificaciones de motores térmicos, los sistemas de refrigeración, lubricación y combustible. También discute la aplicación, eficiencia y emisiones de los motores diésel en comparación con los motores a gas natural.
Capitulo 2. Tecnologías empleadas en la Generación Distribuida - Sistemas de ...Francisco Gonzalez-Longatt
Este documento clasifica y describe las principales tecnologías empleadas en la generación distribuida. Se dividen en renovables como fotovoltaica, eólica e hidráulica, y no renovables como motores de combustión, turbinas de gas y microturbinas. También discute los principios de conversión de energía utilizados, como máquinas térmicas y celdas de combustible. Finalmente, introduce diferentes formas de modelar el comportamiento dinámico de estas tecnologías debido a su falta de inercia e interfaz con la red el
Capitulo 1. Conceptualización de la Generación Distribuida. Sistemas de Gener...Francisco Gonzalez-Longatt
Este documento presenta una introducción a la generación distribuida. Explica la historia de la producción de electricidad comercial, desde los primeros sistemas aislados hasta la tendencia hacia la generación, transmisión y distribución centralizadas. También describe la concepción tradicional de los sistemas de potencia, basada en grandes plantas de generación lejos de los centros de demanda, interconectadas por grandes redes de transmisión. Finalmente, introduce el cambio de paradigma hacia modelos más descentralizados con fuentes de generación distribuida.
Este documento provee una introducción a la historia de la electricidad y la generación distribuida. Resume los principales hitos en el desarrollo de los conocimientos eléctricos desde la antigüedad hasta la invención de la lámpara incandescente y el uso comercial de la electricidad. Explica brevemente el cambio del paradigma tradicional de sistemas de potencia centralizados a sistemas con generación distribuida.
Planificación y Descripción General del Curso. Sistemas de Generacion Distrib...Francisco Gonzalez-Longatt
Este documento presenta la planificación general de un curso sobre sistemas de generación distribuida. El curso cubrirá los cambios en los paradigmas de generación eléctrica hacia sistemas más descentralizados, las tecnologías utilizadas en la generación distribuida como energías renovables y cogeneración, y los impactos técnicos y económicos de integrar la generación distribuida a las redes existentes. El programa detallado incluye temas sobre introducción a la generación distribuida, tecnologías empleadas, modelado, e impact
This document provides an agenda for a seminar on modelling renewables resources and storage in PowerFactory V15.2. The agenda includes an overview of basic PowerFactory concepts, system analysis functions in PowerFactory, modelling of different types of wind turbines and technologies, photovoltaics and battery energy storage systems, and a fully rated wind turbine template. The seminar aims to teach participants how to model renewable energy resources and energy storage using DIgSILENT PowerFactory software.
Modelación y Simulación de Sistemas de Potencia Empleando DIgSILENT PowerFact...Francisco Gonzalez-Longatt
Los participantes en este entrenamiento disfrutarán de una experiencia de aprendizaje única, en la cual se presenta una introducción exhaustiva e integral de las funciones básicas de software DIgSILENT PowerFactory.
El participante de este entrenamiento obtendrá una visión completa de las principales funcionalidades del programa de DIgSILENT PowerFactory.
This document outlines a seminar to be held at Coventry University on March 19-20th, 2013 regarding exploring future electricity networks beyond existing smart grid concepts. The seminar aims to brainstorm challenges and opportunities for multi-disciplinary research on smart grids looking beyond 2030. Participants from UK and Indian universities will discuss defining independent and joint research areas, potential funding resources, and initiating collaborations. Presentations will cover smart grid issues, opportunities for advanced applications, and national grid strategies. The goal is to establish an academic focus group and research collaborations between UK and India on developing electricity networks beyond smart grids.
Design and Analysis of PID and Fuzzy-PID Controller for Voltage Control of DC...Francisco Gonzalez-Longatt
DC microgrids are desired to provide the electricity for the remote areas which are far from the main grid. The microgrid creates the open horizontal environment to interconnect the distributed generation especially photovoltaic (PV). The stochastic nature of the PV output power introduces the large fluctuations of the power and voltage in the microgrid and forced to introduce the controller for voltage stability. There are many control strategies to control the voltage of a DC microgrid in the literature. In this paper the proportional-integral-derivative (PID) and fuzzy logic PID (FL-PID) controller has been designed and compared in term of performance. Performance measures like maximum overshoot and settling time of FL-PID compared with the PID proved that the former is better controller. The controllers are designed and simulated in the MATLAB programming environment. The controllers has been tested for the real time data obtained from Pecan Street Project, University of Texas at Austin USA.
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
The CBC machine is a common diagnostic tool used by doctors to measure a patient's red blood cell count, white blood cell count and platelet count. The machine uses a small sample of the patient's blood, which is then placed into special tubes and analyzed. The results of the analysis are then displayed on a screen for the doctor to review. The CBC machine is an important tool for diagnosing various conditions, such as anemia, infection and leukemia. It can also help to monitor a patient's response to treatment.
artificial intelligence and data science contents.pptxGauravCar
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
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Artificial intelligence (AI) | Definitio
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Discover the latest insights on Data Driven Maintenance with our comprehensive webinar presentation. Learn about traditional maintenance challenges, the right approach to utilizing data, and the benefits of adopting a Data Driven Maintenance strategy. Explore real-world examples, industry best practices, and innovative solutions like FMECA and the D3M model. This presentation, led by expert Jules Oudmans, is essential for asset owners looking to optimize their maintenance processes and leverage digital technologies for improved efficiency and performance. Download now to stay ahead in the evolving maintenance landscape.