Integration of Renewables in the Swiss Energy SystemIEA-ETSAP
- The document discusses integrating renewable energy, like wind and solar PV, into Switzerland's energy system between 2015-2050. It analyzes measures like grid expansion, storage batteries, and flexible demand.
- The Swiss TIMES energy model is used to study over 100 scenarios that vary energy policy, electricity imports allowed, climate policy stringency, location of new gas plants, and grid expansion levels.
- Results show electricity use continues increasing by 4-30% by 2050, with gas, renewables, and imports replacing phased-out nuclear power. Storage needs of 30-50% of wind and solar capacity are estimated above 14TWh of renewable generation.
Modeling and Simulation for a 3.5 Kw Grid Connected Photo Voltaic Power Systemijtsrd
This paper presents the design of small scale three phase grid connected system for rural location. The proposed hybrid system includes a 3.5 kW PV panel with a DC DC boost converter with controller for Maximum Power Point Tracking MPPT, DC AC inverter with decoupled power controller supplying the load and connected to the grid. The MPPT controller is used to harvest maximum power from the solar panel and decoupled power controller is used for tracking the real and reactive powers and also improves the system stability. MATLAB simulation of the proposed model is carried out to show the effectiveness of grid connected photovoltaic systems. Sheikh Shaheen | Mohd Ilyas "Modeling and Simulation for a 3.5 Kw Grid-Connected Photo-Voltaic Power System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-5 , August 2020, URL: https://www.ijtsrd.com/papers/ijtsrd33049.pdf Paper Url :https://www.ijtsrd.com/engineering/electrical-engineering/33049/modeling-and-simulation-for-a-35-kw-gridconnected-photovoltaic-power-system/sheikh-shaheen
Physical design and modeling of 25 v dc dc boost converter for stand alone so...ecij
As per the present development the shortage in powe
r all over the world seems to be abundance.
Renewable energy sources are the capable energy sou
rce along with the accessible resources of energy.
Among all the renewable resources of energy, solar
PV technology is most acceptable due to its
considerable advantage over other form of renewable
sources. Calculating the output of PV system is a
key
aspect. The main principle of this paper is to pres
ent physical modeling and simulation of solar PV sy
stem
and DC-DC boost converter in SIMSCAPE library of MA
TLAB. The benefit by SIMSCAPE library is that it
models the system physically and the outcome obtain
s from it will be considering all the physical resu
lt. In
this paper the output of solar cell has been interf
aced with the boost converter. The system model in
SIMSCAPE can be directly converted into hardware fo
r implement for actual time application
PHYSICAL DESIGN AND MODELING OF 25V DC-DC BOOST CONVERTER FOR STAND ALONE SOL...ecij
As per the present development the shortage in power all over the world seems to be abundance. Renewable energy sources are the capable energy source along with the accessible resources of energy. Among all the renewable resources of energy, solar PV technology is most acceptable due to its
considerable advantage over other form of renewable sources. Calculating the output of PV system is a key aspect. The main principle of this paper is to present physical modeling and simulation of solar PV system and DC-DC boost converter in SIMSCAPE library of MATLAB. The benefit by SIMSCAPE library is that it models the system physically and the outcome obtains from it will be considering all the physical result. In
this paper the output of solar cell has been interfaced with the boost converter. The system model in SIMSCAPE can be directly converted into hardware for implement for actual time application.
Comparative Study Of Mppt Algorithms For Photovoltaic...Stacey Cruz
This document provides a comparative analysis of different single diode models for photovoltaic power sources. It aims to explore how increasing the complexity of the single diode model affects the simulated behavior of a PV module compared to experimental manufacturer data under varying conditions. The analysis calculates errors between each model and experimental data at different points to determine the best single diode model for different applications and conditions. The comparison concludes by identifying the most suitable models at low, medium, and high temperatures and irradiances as well as standard test conditions.
Future Electricity Markets: key pillars with high shares of wind and PVLeonardo ENERGY
More and more countries world-wide are targeting high shares of wind and solar photovoltaics in their electricity mix. To integrate high shares of these variable renewable energy sources, the electricity system needs to become more flexible in order to balance supply and demand at all times. The webinar will discuss key design features of future electricity markets, including incentives for more flexible fossil-fuel based and renewable-based power generation, modifications to the design of electricity markets, incentives for more flexible demand, and storage options.
Future electricity markets: key pillars with high shares of wind and PVLeonardo ENERGY
This session is part of the Clean Energy Regulators Initiative Webinar Programme.
Theme 4 - Integration and Issues for Renewables
Module 3: Key pillars of electricity markets with high shares of wind and PV
More and more countries world-wide are targeting high shares of wind and solar photovoltaics in their electricity mix. To integrate high shares of these variable renewable energy sources, the electricity system needs to become more flexible in order to balance supply and demand at all times. The webinar will discuss key design features of future electricity markets, including incentives for more flexible fossil-fuel based and renewable-based power generation, modifications to the design of electricity markets, incentives for more flexible demand, and storage options.
Bangalore | Jul-16 | Solar power as a tool for emissions mitigations and dev...Smart Villages
Presenter: Jenny Nelson, Phil Sandwell, Chris Emmott, Ned Ekins-Daukes
Grantham Institute & Department of Physics,
Ajay Gambhir, Grantham Institute
Chiara Candelise and Paul Westacott, Centre for Energy Policy
Imperial College London
Integration of Renewables in the Swiss Energy SystemIEA-ETSAP
- The document discusses integrating renewable energy, like wind and solar PV, into Switzerland's energy system between 2015-2050. It analyzes measures like grid expansion, storage batteries, and flexible demand.
- The Swiss TIMES energy model is used to study over 100 scenarios that vary energy policy, electricity imports allowed, climate policy stringency, location of new gas plants, and grid expansion levels.
- Results show electricity use continues increasing by 4-30% by 2050, with gas, renewables, and imports replacing phased-out nuclear power. Storage needs of 30-50% of wind and solar capacity are estimated above 14TWh of renewable generation.
Modeling and Simulation for a 3.5 Kw Grid Connected Photo Voltaic Power Systemijtsrd
This paper presents the design of small scale three phase grid connected system for rural location. The proposed hybrid system includes a 3.5 kW PV panel with a DC DC boost converter with controller for Maximum Power Point Tracking MPPT, DC AC inverter with decoupled power controller supplying the load and connected to the grid. The MPPT controller is used to harvest maximum power from the solar panel and decoupled power controller is used for tracking the real and reactive powers and also improves the system stability. MATLAB simulation of the proposed model is carried out to show the effectiveness of grid connected photovoltaic systems. Sheikh Shaheen | Mohd Ilyas "Modeling and Simulation for a 3.5 Kw Grid-Connected Photo-Voltaic Power System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-5 , August 2020, URL: https://www.ijtsrd.com/papers/ijtsrd33049.pdf Paper Url :https://www.ijtsrd.com/engineering/electrical-engineering/33049/modeling-and-simulation-for-a-35-kw-gridconnected-photovoltaic-power-system/sheikh-shaheen
Physical design and modeling of 25 v dc dc boost converter for stand alone so...ecij
As per the present development the shortage in powe
r all over the world seems to be abundance.
Renewable energy sources are the capable energy sou
rce along with the accessible resources of energy.
Among all the renewable resources of energy, solar
PV technology is most acceptable due to its
considerable advantage over other form of renewable
sources. Calculating the output of PV system is a
key
aspect. The main principle of this paper is to pres
ent physical modeling and simulation of solar PV sy
stem
and DC-DC boost converter in SIMSCAPE library of MA
TLAB. The benefit by SIMSCAPE library is that it
models the system physically and the outcome obtain
s from it will be considering all the physical resu
lt. In
this paper the output of solar cell has been interf
aced with the boost converter. The system model in
SIMSCAPE can be directly converted into hardware fo
r implement for actual time application
PHYSICAL DESIGN AND MODELING OF 25V DC-DC BOOST CONVERTER FOR STAND ALONE SOL...ecij
As per the present development the shortage in power all over the world seems to be abundance. Renewable energy sources are the capable energy source along with the accessible resources of energy. Among all the renewable resources of energy, solar PV technology is most acceptable due to its
considerable advantage over other form of renewable sources. Calculating the output of PV system is a key aspect. The main principle of this paper is to present physical modeling and simulation of solar PV system and DC-DC boost converter in SIMSCAPE library of MATLAB. The benefit by SIMSCAPE library is that it models the system physically and the outcome obtains from it will be considering all the physical result. In
this paper the output of solar cell has been interfaced with the boost converter. The system model in SIMSCAPE can be directly converted into hardware for implement for actual time application.
Comparative Study Of Mppt Algorithms For Photovoltaic...Stacey Cruz
This document provides a comparative analysis of different single diode models for photovoltaic power sources. It aims to explore how increasing the complexity of the single diode model affects the simulated behavior of a PV module compared to experimental manufacturer data under varying conditions. The analysis calculates errors between each model and experimental data at different points to determine the best single diode model for different applications and conditions. The comparison concludes by identifying the most suitable models at low, medium, and high temperatures and irradiances as well as standard test conditions.
Future Electricity Markets: key pillars with high shares of wind and PVLeonardo ENERGY
More and more countries world-wide are targeting high shares of wind and solar photovoltaics in their electricity mix. To integrate high shares of these variable renewable energy sources, the electricity system needs to become more flexible in order to balance supply and demand at all times. The webinar will discuss key design features of future electricity markets, including incentives for more flexible fossil-fuel based and renewable-based power generation, modifications to the design of electricity markets, incentives for more flexible demand, and storage options.
Future electricity markets: key pillars with high shares of wind and PVLeonardo ENERGY
This session is part of the Clean Energy Regulators Initiative Webinar Programme.
Theme 4 - Integration and Issues for Renewables
Module 3: Key pillars of electricity markets with high shares of wind and PV
More and more countries world-wide are targeting high shares of wind and solar photovoltaics in their electricity mix. To integrate high shares of these variable renewable energy sources, the electricity system needs to become more flexible in order to balance supply and demand at all times. The webinar will discuss key design features of future electricity markets, including incentives for more flexible fossil-fuel based and renewable-based power generation, modifications to the design of electricity markets, incentives for more flexible demand, and storage options.
Bangalore | Jul-16 | Solar power as a tool for emissions mitigations and dev...Smart Villages
Presenter: Jenny Nelson, Phil Sandwell, Chris Emmott, Ned Ekins-Daukes
Grantham Institute & Department of Physics,
Ajay Gambhir, Grantham Institute
Chiara Candelise and Paul Westacott, Centre for Energy Policy
Imperial College London
Self Electricity Generation and Energy Saving By Solar Using Programmable Sys...theijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Theoretical work submitted to the Journal should be original in its motivation or modeling structure. Empirical analysis should be based on a theoretical framework and should be capable of replication. It is expected that all materials required for replication (including computer programs and data sets) should be available upon request to the authors.
The International Journal of Engineering & Science would take much care in making your article published without much delay with your kind cooperation.
The document discusses the investment case for solar energy. It notes the following key points:
1) Solar has impressive long-term growth potential with forecasts of $4.2 trillion in spending on solar equipment through 2050 and solar PV generating 38% of global electricity by 2050, up from 11% today.
2) The levelized cost of electricity from solar has already plunged 85% since 2010 due to technology advances and economies of scale, and is projected to plunge another 71% by 2050, making solar one of the lowest cost electricity solutions.
3) Government support continues to benefit the solar industry, though solar has become a self-sustaining industry due to lower costs and no longer needs
This document provides an overview of renewable energy development and power converters for renewable applications. It discusses:
1) Worldwide installed renewable energy capacity has significantly increased between 2000-2020, led by growth in solar, wind, and hydropower.
2) For wind power, the state-of-the-art has transitioned to larger turbine sizes with full-scale power converters and variable speed control. Photovoltaics have seen significant capacity growth and fastest installation rates in recent years.
3) Power converters are crucial for renewable energy systems, with various topologies discussed for different applications like wind turbines and photovoltaics. Reliability and lifetime are important considerations.
ENGR40 – Clean Energy Technology Course OverviewRobert Cormia
This course provides an overview of modern energy systems and clean energy technologies. It introduces concepts like renewable energy and systems thinking to understand challenges and opportunities in meeting key energy and climate goals. Students will learn about various clean energy solutions and careers through coursework, projects, and guest speakers. The goal is to train the next generation of energy professionals to transition us to a sustainable future.
The document discusses the investment case for solar energy. It notes the following key points:
1) Solar has impressive growth potential with forecasts of $4.2 trillion in spending on solar equipment through 2050. Solar costs have plunged 85% since 2010 and will drop another 71% by 2050, making it the lowest cost electricity solution.
2) Government policies still support solar, but it has become a self-sustaining industry due to lower costs. Solar-plus-storage provides a robust 24/7 energy solution.
3) Solar has high growth potential and is becoming the cheapest form of electricity globally due to technology advances and economies of scale. It provides energy security and is a climate-
As society struggles to find clean, affordable, and reliable energy alternatives to meet the energy challenge and mitigate global climate change, it is important that scientists and policy-makers around the world work together to explore solutions.
To present the Swiss perspective on sustainable energy alternatives for the future, professor Konstantinos Boulouchos of the Swiss Federal Institute of Technology in Zurich (ETHZ) will share the complex interaction between the energy and climate change challenges and provide insight into the ongoing debate surrounding long-term strategic targets like the 2,000-watt versus the one-ton CO2 society.
Modeling and Simulation of Grid Connected PV SystemYogeshIJTSRD
The paper describes the Grid connected solar photovoltaique system using DC DC boost converter and the DC AC inverter VSC to supplies electric power to the utility grid. The PV cell model is easy, accurate, and takes external temperature and solar radiation into consideration. The paper presents detailed transient models of the grid connected PV Battery hybrid generation system, and all these models are simulated by using MATLAB Simulink. PV array is firstly connected to the common dc bus by a boost converter, where the battery is also connected by a bi directional DC DC converter, and then integrated into the ac utility grid by a common DC AC inverter. Maximum power point tracking helps PV array to generate the maximum power to the grid, and the battery energy storage can be charged and discharge to balance the power between PV generation and utility grid. Ather Javed | Ameen Uddin Ahmad "Modeling and Simulation of Grid Connected PV System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-5 , August 2021, URL: https://www.ijtsrd.com/papers/ijtsrd43845.pdf Paper URL: https://www.ijtsrd.com/engineering/electrical-engineering/43845/modeling-and-simulation-of-grid-connected-pv-system/ather-javed
This document provides an overview of solar power technologies and issues. It discusses the current small contribution of solar power to global electricity generation but notes that solar power capacity and installations have been growing rapidly in recent years. Several types of solar technologies are described, including photovoltaics (PV), solar hot water, concentrating solar power technologies like parabolic troughs, power towers, solar dishes, and linear Fresnel systems. The document argues that while solar power may not contribute significantly to electricity generation in the near-term, it has great long-term potential due to declining costs and the vast solar resources available. Transitioning energy systems takes a long time but solar could become indispensable by 2050 to meet rising global energy demand in
This document provides a course syllabus for an undergraduate elective course on renewable energy generation. The goal of the course is to introduce students to the state of renewable energy and new energy technologies globally. Topics that will be covered include distributed and clean power generation sources like wind, solar, fuel cells, energy storage systems, environmental impacts, and the economics of renewable energy systems. The syllabus outlines the course objectives, intended audience, approach, topics to be covered each week, required text, and references.
A Framework For Epbt Calculation Of Roof Mounted...Lindsey Jones
This document discusses photovoltaic (PV) materials used in solar cells. It begins by noting that solar energy is one of the most widely used energy sources and that humans have developed technologies to capture solar energy for applications like cooking, heating, and powering devices. PV cells are then introduced as devices that convert solar energy into electrical energy. The essay aims to discuss PV materials and drive down production costs to make solar energy more affordable and widespread. Lowering costs is important as solar energy is a renewable source that could become a primary source of electricity.
This document discusses power electronics in renewable energy systems. It begins by noting the rising global energy demand and the need to transition to more sustainable energy sources like wind and solar. Power electronics can help facilitate this transition by enabling greater control and integration of renewable generation sources into the electric grid. The document then provides an overview of different wind turbine and photovoltaic system configurations that utilize power electronics, including their advantages and development over time. It aims to demonstrate how power electronics are allowing renewable sources to play a more significant role in the energy system.
The document discusses the challenges of energy dependence and climate change, and the potential for renewable energy technologies like solar PV, CSP, wind, and geothermal to address these issues at a large scale. It outlines the status and improvement potential of various renewable technologies, as well as the policy, economic, infrastructure, and workforce developments needed to enable a renewable energy future. Barriers and opportunities related to grid integration, materials supply, capital investment, and human resources are also examined.
Global Renewable Hydrogen Potentials for the TIAM ModelIEA-ETSAP
This document summarizes the results of a study analyzing the global potential for renewable hydrogen exports using an energy system modeling approach. Key findings include:
- The total technical potential for hydrogen exports from 28 countries is over 1,500 PWh/year, much larger than current global primary energy consumption.
- The lowest cost hydrogen can be produced in solar-rich countries in the Middle East and Africa for under 2 EUR/kg by 2050, while wind-based production in Northern Europe is also competitive.
- Large potential hydrogen demand centers like India and the US also have significant domestic renewable hydrogen potentials to supply local needs.
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.
› ...
Artificial intelligence (AI) | Definitio
Self Electricity Generation and Energy Saving By Solar Using Programmable Sys...theijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Theoretical work submitted to the Journal should be original in its motivation or modeling structure. Empirical analysis should be based on a theoretical framework and should be capable of replication. It is expected that all materials required for replication (including computer programs and data sets) should be available upon request to the authors.
The International Journal of Engineering & Science would take much care in making your article published without much delay with your kind cooperation.
The document discusses the investment case for solar energy. It notes the following key points:
1) Solar has impressive long-term growth potential with forecasts of $4.2 trillion in spending on solar equipment through 2050 and solar PV generating 38% of global electricity by 2050, up from 11% today.
2) The levelized cost of electricity from solar has already plunged 85% since 2010 due to technology advances and economies of scale, and is projected to plunge another 71% by 2050, making solar one of the lowest cost electricity solutions.
3) Government support continues to benefit the solar industry, though solar has become a self-sustaining industry due to lower costs and no longer needs
This document provides an overview of renewable energy development and power converters for renewable applications. It discusses:
1) Worldwide installed renewable energy capacity has significantly increased between 2000-2020, led by growth in solar, wind, and hydropower.
2) For wind power, the state-of-the-art has transitioned to larger turbine sizes with full-scale power converters and variable speed control. Photovoltaics have seen significant capacity growth and fastest installation rates in recent years.
3) Power converters are crucial for renewable energy systems, with various topologies discussed for different applications like wind turbines and photovoltaics. Reliability and lifetime are important considerations.
ENGR40 – Clean Energy Technology Course OverviewRobert Cormia
This course provides an overview of modern energy systems and clean energy technologies. It introduces concepts like renewable energy and systems thinking to understand challenges and opportunities in meeting key energy and climate goals. Students will learn about various clean energy solutions and careers through coursework, projects, and guest speakers. The goal is to train the next generation of energy professionals to transition us to a sustainable future.
The document discusses the investment case for solar energy. It notes the following key points:
1) Solar has impressive growth potential with forecasts of $4.2 trillion in spending on solar equipment through 2050. Solar costs have plunged 85% since 2010 and will drop another 71% by 2050, making it the lowest cost electricity solution.
2) Government policies still support solar, but it has become a self-sustaining industry due to lower costs. Solar-plus-storage provides a robust 24/7 energy solution.
3) Solar has high growth potential and is becoming the cheapest form of electricity globally due to technology advances and economies of scale. It provides energy security and is a climate-
As society struggles to find clean, affordable, and reliable energy alternatives to meet the energy challenge and mitigate global climate change, it is important that scientists and policy-makers around the world work together to explore solutions.
To present the Swiss perspective on sustainable energy alternatives for the future, professor Konstantinos Boulouchos of the Swiss Federal Institute of Technology in Zurich (ETHZ) will share the complex interaction between the energy and climate change challenges and provide insight into the ongoing debate surrounding long-term strategic targets like the 2,000-watt versus the one-ton CO2 society.
Modeling and Simulation of Grid Connected PV SystemYogeshIJTSRD
The paper describes the Grid connected solar photovoltaique system using DC DC boost converter and the DC AC inverter VSC to supplies electric power to the utility grid. The PV cell model is easy, accurate, and takes external temperature and solar radiation into consideration. The paper presents detailed transient models of the grid connected PV Battery hybrid generation system, and all these models are simulated by using MATLAB Simulink. PV array is firstly connected to the common dc bus by a boost converter, where the battery is also connected by a bi directional DC DC converter, and then integrated into the ac utility grid by a common DC AC inverter. Maximum power point tracking helps PV array to generate the maximum power to the grid, and the battery energy storage can be charged and discharge to balance the power between PV generation and utility grid. Ather Javed | Ameen Uddin Ahmad "Modeling and Simulation of Grid Connected PV System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-5 , August 2021, URL: https://www.ijtsrd.com/papers/ijtsrd43845.pdf Paper URL: https://www.ijtsrd.com/engineering/electrical-engineering/43845/modeling-and-simulation-of-grid-connected-pv-system/ather-javed
This document provides an overview of solar power technologies and issues. It discusses the current small contribution of solar power to global electricity generation but notes that solar power capacity and installations have been growing rapidly in recent years. Several types of solar technologies are described, including photovoltaics (PV), solar hot water, concentrating solar power technologies like parabolic troughs, power towers, solar dishes, and linear Fresnel systems. The document argues that while solar power may not contribute significantly to electricity generation in the near-term, it has great long-term potential due to declining costs and the vast solar resources available. Transitioning energy systems takes a long time but solar could become indispensable by 2050 to meet rising global energy demand in
This document provides a course syllabus for an undergraduate elective course on renewable energy generation. The goal of the course is to introduce students to the state of renewable energy and new energy technologies globally. Topics that will be covered include distributed and clean power generation sources like wind, solar, fuel cells, energy storage systems, environmental impacts, and the economics of renewable energy systems. The syllabus outlines the course objectives, intended audience, approach, topics to be covered each week, required text, and references.
A Framework For Epbt Calculation Of Roof Mounted...Lindsey Jones
This document discusses photovoltaic (PV) materials used in solar cells. It begins by noting that solar energy is one of the most widely used energy sources and that humans have developed technologies to capture solar energy for applications like cooking, heating, and powering devices. PV cells are then introduced as devices that convert solar energy into electrical energy. The essay aims to discuss PV materials and drive down production costs to make solar energy more affordable and widespread. Lowering costs is important as solar energy is a renewable source that could become a primary source of electricity.
This document discusses power electronics in renewable energy systems. It begins by noting the rising global energy demand and the need to transition to more sustainable energy sources like wind and solar. Power electronics can help facilitate this transition by enabling greater control and integration of renewable generation sources into the electric grid. The document then provides an overview of different wind turbine and photovoltaic system configurations that utilize power electronics, including their advantages and development over time. It aims to demonstrate how power electronics are allowing renewable sources to play a more significant role in the energy system.
The document discusses the challenges of energy dependence and climate change, and the potential for renewable energy technologies like solar PV, CSP, wind, and geothermal to address these issues at a large scale. It outlines the status and improvement potential of various renewable technologies, as well as the policy, economic, infrastructure, and workforce developments needed to enable a renewable energy future. Barriers and opportunities related to grid integration, materials supply, capital investment, and human resources are also examined.
Global Renewable Hydrogen Potentials for the TIAM ModelIEA-ETSAP
This document summarizes the results of a study analyzing the global potential for renewable hydrogen exports using an energy system modeling approach. Key findings include:
- The total technical potential for hydrogen exports from 28 countries is over 1,500 PWh/year, much larger than current global primary energy consumption.
- The lowest cost hydrogen can be produced in solar-rich countries in the Middle East and Africa for under 2 EUR/kg by 2050, while wind-based production in Northern Europe is also competitive.
- Large potential hydrogen demand centers like India and the US also have significant domestic renewable hydrogen potentials to supply local needs.
Similar to Energy system's transition to net zero: from UK's pathways to see the challenges and opportunities for Taiwan (20)
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.
› ...
Artificial intelligence (AI) | Definitio
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.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
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.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
Energy system's transition to net zero: from UK's pathways to see the challenges and opportunities for Taiwan
1. ENERGY SYSTEMS TRANSITION TO
NET ZERO:
FROM UK’S PATHWAYS TO SEE THE CHALLENGES AND
OPPORTUNITIES FOR TAIWAN
1st July 2022
Dr. Barton (Yi-Chung) Chen
Postdoctoral Research Fellow
Future Earth Taipei - Early Career Researchers
2. Outline
• Overview of the energy system
• Future energy system modelling – UK
• Preliminary future energy system analysis for Taiwan
4. Whole system approach: UK’s energy flow (2020)
Source: National Grid; Future Energy Scenarios (2021)
5.
6. How to achieve net-zero: Key pillars of
decarbonisation
Source: Net Zero by 2050 – A Roadmap for the Global Energy Sector; IEA 2021
7. Future Energy Scenario: Leading the way
Source: National Grid; Future Energy Scenarios (2021)
8. Key factors for future energy system simulation
• Energy demand:
– Changes with economic activities
– Energy efficiency improvement
– Use of low-carbon energy/technology (e.g. EVs, heat pumps, hydrogen …)
• Energy generation:
– Estimate the future energy generation mix by considering the potential installed
capacity of low-carbon energy sources (e.g. wind, solar, nuclear…)
• Balancing:
– Estimate the deployment supply/demand balancing systems (e.g. interconnector,
energy storage, demand side response…)
– Simulate the operation of balancing systems
9. Today & future energy demand profiles (daily)
Source: energy service demand analysis (Barton and Jonathan)
Heating: gas, electric, heat pump, hydrogen boiler
Transport: fossil fuel based vehicle, EV, fuel cell vehicle
10. Future electricity demand and energy
generation (wind, solar, nuclear)
• Wind, solar, and nuclear have low marginal cost and not suitable for
fast-response and power reserve.
11. Electricity residual load analysis
• Residual load = (electricity demand) – (wind/solar/nuclear generation)
• Highest positive residual load: minimum capacity for power reserve (e.g. CCGT, coal,
energy storage, interconnector, DSR, hydrogen turbine…)
• Negative residual load: surplus energy generation to be export, stored in storage,
power-to-X, curtailment…
14. Simple Taiwan energy demand/supply analysis (hourly)
Taiwan 2030 (demand x 1.2) solar 30 GW, wind 14 GW
Taiwan 2050 (demand x 1.8) solar 60 GW, wind 48 GW
Taiwan 2020 solar 7.7 GW, wind 0.9 GW
Demand Solar
wind
15. Net-zero energy challenges: UK vs. Taiwan
UK Taiwan
Main low-carbon
energy source
Wind power (60-80%) in 2050 60-70% from wind and solar (around 1:1) in 2050
Peak energy
demand season
Winter; 2-3 times higher than summer Summer; 1.5 times higher than winter
Key decarbonisation
challenges
Decarbonise heating; long distance transport Renewable energy not enough to meet demand in
2050; Duck curve (high residual load after sunset)
Demand change due
to climate change
Heating demand may reduce; energy for
cooling may increase in summer
Increase of cooling demand
Energy balancing
requirement
Seasonal; wind power intermittency Less seasonal variation; high solar generation
variation within a day or days
Opportunity for Taiwan:
• Most energy consumption in the form of electricity
• Less seasonal demand difference
• Demand is lower in winter while global energy demand is high
• Potential to export energy (green hydrogen) in winter
16. Key messages for energy system modelling
• Energy system modelling can provide evidence in the decision making
process and therefore reduce the time and costs in the transition to net-
zero.
• One the key challenge in (future) energy system modelling is get the
right inputs and realistic assumptions.
• No single model is perfect; diversity in energy system modelling can
help us to understand the whole system better.
20. National Grid: FES 2021
consumer
transformation
(2050)
system
transformation
(2050)
leading the way
(2050)
low-temperature heat gas 0% 0% 0%
electric heating 10% 5% 5%
heat pump 85% 45% 70%
hydrogen 5% 50% 25%
high-temperature gas 5% 5% 5%
electric heating 90% 35% 65%
hydrogen 5% 60% 30%
transport petro 0% 0% 0%
electricity 80% 65% 75%
hydrogen 20% 35% 25%
transport heat electric heating 50% 50% 50%
heat pump 50% 50% 50%
National Grid: FES 2021
consumer
transformation
(2030)
system
transformation
(2030)
leading the way
(2030)
low-temperature heat gas 81% 83% 73%
electric heating 5% 5% 5%
heat pump 6% 3% 11%
hydrogen 0% 0% 2%
high-temperature gas 90% 89% 90%
electric heating 10% 10% 10%
hydrogen 0% 1% 0%
transport petro 87% 94% 87%
electricity 12% 6% 13%
hydrogen 0% 0% 0%
transport heat electric heating 50% 50% 50%
heat pump 50% 50% 50%
21. How to make energy system become net-zero?
Source: Net Zero by 2050 – A Roadmap for the Global Energy Sector; IEA 2021
Total energy supply in the scenario of “Net-Zero Emissions by 2050”, IEA (2021)
22. Future Energy Scenario: System Transformation
Source: National Grid; Future Energy Scenarios (2021)
Editor's Notes
The use of energy change our life. Woods -> coal -> oil -> gas
Energy sector is not the only but the major GHG emission source.
Electricity generation is only ¼ of total energy consumption!
Peak demand for heating is much higher than the variation in electricity demand.
There are key pillars to achieve net-zero, but there are many ‘variable’ that leads to different pathways.
Example of net-zero scenarios, energy supply/demand/balancing are all considered.
Most of energy is used in the form of ‘electricity’
Natural gas is used for power generation; not seasonal heating demand
16% for transport, (mainly oil), some oil and coal for industrial sector
Less effect to electrification heating
Less need for seasonal storage
Demand is lower when global demand is high
Instead using seasonal storage; sell it to other countries in winter!
One of the example of multiple pathways/scenarios to achieve net-zero.