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Stochastic Optimization for Distributed Energy Resources in Smart Grids

Author: Yuanxiong Guo

Publisher: Springer

Published: 2017-06-21

Total Pages: 84

ISBN-13: 3319595296

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This brief focuses on stochastic energy optimization for distributed energy resources in smart grids. Along with a review of drivers and recent developments towards distributed energy resources, this brief presents research challenges of integrating millions of distributed energy resources into the grid. The brief then proposes a novel three-level hierarchical architecture for effectively integrating distributed energy resources into smart grids. Under the proposed hierarchical architecture, distributed energy resource management algorithms at the three levels (i.e., smart home, smart neighborhood, and smart microgrid) are developed in this brief based on stochastic optimization that can handle the involved uncertainties in the system.

Book Synopsis Stochastic Optimization for Distributed Energy Resources in Smart Grids by : Yuanxiong Guo

Download or read book Stochastic Optimization for Distributed Energy Resources in Smart Grids written by Yuanxiong Guo and published by Springer. This book was released on 2017-06-21 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief focuses on stochastic energy optimization for distributed energy resources in smart grids. Along with a review of drivers and recent developments towards distributed energy resources, this brief presents research challenges of integrating millions of distributed energy resources into the grid. The brief then proposes a novel three-level hierarchical architecture for effectively integrating distributed energy resources into smart grids. Under the proposed hierarchical architecture, distributed energy resource management algorithms at the three levels (i.e., smart home, smart neighborhood, and smart microgrid) are developed in this brief based on stochastic optimization that can handle the involved uncertainties in the system.

Model-based Predictive Control Methods for Distributed Energy Resources in Smart Grids

Author: Luca Fabietti

Publisher:

Published: 2019

Total Pages: 186

ISBN-13:

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Mots-clés de l'auteur: MPC ; predictive control ; robust and stochastic optimization ; model identification ; smart grid ; frequency control ; battery energy storage system ; building control.

Book Synopsis Model-based Predictive Control Methods for Distributed Energy Resources in Smart Grids by : Luca Fabietti

Download or read book Model-based Predictive Control Methods for Distributed Energy Resources in Smart Grids written by Luca Fabietti and published by . This book was released on 2019 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mots-clés de l'auteur: MPC ; predictive control ; robust and stochastic optimization ; model identification ; smart grid ; frequency control ; battery energy storage system ; building control.

Operation of Distributed Energy Resources in Smart Distribution Networks

Author: Kazem Zare

Publisher: Academic Press

Published: 2018-06-05

Total Pages: 424

ISBN-13: 0128148926

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Operation of Distributed Energy Resources in Smart Distribution Networks defines the barriers and challenges of smart distribution networks, ultimately proposing optimal solutions for addressing them. The book considers their use as an important part of future electrical power systems and their ability to improve the local flexibility and reliability of electrical systems. It carefully defines the concept as a radial network with a cluster of distributed energy generations, various types of loads, and energy storage systems. In addition, the book details how the huge penetration of distributed energy resources and the intermittent nature of renewable generations may cause system problems. Readers will find this to be an important resource that analyzes and introduces the features and problems of smart distribution networks from different aspects. Integrates different types of elements, including electrical vehicles, demand response programs, and various renewable energy sources in distribution networks Proposes optimal operational models for the short-term performance and scheduling of a distribution network Discusses the uncertainties of renewable resources and intermittent load in the decision-making process for distribution networks

Book Synopsis Operation of Distributed Energy Resources in Smart Distribution Networks by : Kazem Zare

Download or read book Operation of Distributed Energy Resources in Smart Distribution Networks written by Kazem Zare and published by Academic Press. This book was released on 2018-06-05 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operation of Distributed Energy Resources in Smart Distribution Networks defines the barriers and challenges of smart distribution networks, ultimately proposing optimal solutions for addressing them. The book considers their use as an important part of future electrical power systems and their ability to improve the local flexibility and reliability of electrical systems. It carefully defines the concept as a radial network with a cluster of distributed energy generations, various types of loads, and energy storage systems. In addition, the book details how the huge penetration of distributed energy resources and the intermittent nature of renewable generations may cause system problems. Readers will find this to be an important resource that analyzes and introduces the features and problems of smart distribution networks from different aspects. Integrates different types of elements, including electrical vehicles, demand response programs, and various renewable energy sources in distribution networks Proposes optimal operational models for the short-term performance and scheduling of a distribution network Discusses the uncertainties of renewable resources and intermittent load in the decision-making process for distribution networks

Stochastic Optimization and Its Application to Communication Networks and the Smart Grid

Author: Zongrui Ding

Publisher:

Published: 2012

Total Pages: 123

ISBN-13:

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In Chapter 4, we study the capacity region and the dynamic stabilizing control policy for the PL queueing networks with time-varying channels. Based on the Lyapunov drift method, we propose a dynamic routing and power control policy, i.e. DRPC-PL, which stabilizes the network whenever the input rate is within the capacity region of the PL queueing network. The Smart Grid system is a future vision of the electric power system, which features interaction and communication among grid components, adaptation of renewable energy and reliability/self-healing, etc. In Chapter 5, we consider the integration of stochastic wind power generation in the Smart Grid under renewable portfolio standard (RPS) with deep wind penetration. For small-scale utilities installed with wind turbines and acting as distributed energy resources (DERs), wind energy can be potentially integrated to satisfy customer power demand or enter energy market. To exploit the temporal variation of system status and real-time electricity market, we propose a theoretical framework to dynamically determine the role of wind energy and provide long-term RPS guarantee. This approach yields a simple dynamic thresholding control under the assumption of system ergodicity, which maximizes the expected profit of the utility and is easy to be implemented online.

Book Synopsis Stochastic Optimization and Its Application to Communication Networks and the Smart Grid by : Zongrui Ding

Download or read book Stochastic Optimization and Its Application to Communication Networks and the Smart Grid written by Zongrui Ding and published by . This book was released on 2012 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Chapter 4, we study the capacity region and the dynamic stabilizing control policy for the PL queueing networks with time-varying channels. Based on the Lyapunov drift method, we propose a dynamic routing and power control policy, i.e. DRPC-PL, which stabilizes the network whenever the input rate is within the capacity region of the PL queueing network. The Smart Grid system is a future vision of the electric power system, which features interaction and communication among grid components, adaptation of renewable energy and reliability/self-healing, etc. In Chapter 5, we consider the integration of stochastic wind power generation in the Smart Grid under renewable portfolio standard (RPS) with deep wind penetration. For small-scale utilities installed with wind turbines and acting as distributed energy resources (DERs), wind energy can be potentially integrated to satisfy customer power demand or enter energy market. To exploit the temporal variation of system status and real-time electricity market, we propose a theoretical framework to dynamically determine the role of wind energy and provide long-term RPS guarantee. This approach yields a simple dynamic thresholding control under the assumption of system ergodicity, which maximizes the expected profit of the utility and is easy to be implemented online.

Handbook of Optimization in Electric Power Distribution Systems

Author: Mariana Resener

Publisher: Springer Nature

Published: 2020-02-24

Total Pages: 382

ISBN-13: 3030361152

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This handbook gathers state-of-the-art research on optimization problems in power distribution systems, covering classical problems as well as the challenges introduced by distributed power generation and smart grid resources. It also presents recent models, solution techniques and computational tools to solve planning problems for power distribution systems and explains how to apply them in distributed and variable energy generation resources. As such, the book therefore is a valuable tool to leverage the expansion and operation planning of electricity distribution networks.

Book Synopsis Handbook of Optimization in Electric Power Distribution Systems by : Mariana Resener

Download or read book Handbook of Optimization in Electric Power Distribution Systems written by Mariana Resener and published by Springer Nature. This book was released on 2020-02-24 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook gathers state-of-the-art research on optimization problems in power distribution systems, covering classical problems as well as the challenges introduced by distributed power generation and smart grid resources. It also presents recent models, solution techniques and computational tools to solve planning problems for power distribution systems and explains how to apply them in distributed and variable energy generation resources. As such, the book therefore is a valuable tool to leverage the expansion and operation planning of electricity distribution networks.

Design, Control, and Operation of Microgrids in Smart Grids

Author: Mehdi Rahmani-Andebili

Publisher: Springer Nature

Published: 2021-06-08

Total Pages: 182

ISBN-13: 3030646319

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This book offers a wide-ranging overview of advancements, techniques, and challenges related to the design, control, and operation of microgrids and their role in smart grid infrastructure. It brings together an authoritative group of specialists who approach the subject from a number of different viewpoints in the electric power industry, including electricity distribution companies, aggregators, power market retailers, and power generation companies. Design, Control, and Operation of Microgrids in Smart Grids is an authoritative resource for students, researchers, and professionals working with power and energy systems.

Book Synopsis Design, Control, and Operation of Microgrids in Smart Grids by : Mehdi Rahmani-Andebili

Download or read book Design, Control, and Operation of Microgrids in Smart Grids written by Mehdi Rahmani-Andebili and published by Springer Nature. This book was released on 2021-06-08 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a wide-ranging overview of advancements, techniques, and challenges related to the design, control, and operation of microgrids and their role in smart grid infrastructure. It brings together an authoritative group of specialists who approach the subject from a number of different viewpoints in the electric power industry, including electricity distribution companies, aggregators, power market retailers, and power generation companies. Design, Control, and Operation of Microgrids in Smart Grids is an authoritative resource for students, researchers, and professionals working with power and energy systems.

Stochastic Optimization of Energy Management For Residential Systems with Distributed Energy Resources

Author: Faeza Hafiz

Publisher:

Published: 2019

Total Pages: 152

ISBN-13:

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Book Synopsis Stochastic Optimization of Energy Management For Residential Systems with Distributed Energy Resources by : Faeza Hafiz

Download or read book Stochastic Optimization of Energy Management For Residential Systems with Distributed Energy Resources written by Faeza Hafiz and published by . This book was released on 2019 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Smart Power Distribution Systems

Author: Qiang Yang

Publisher: Academic Press

Published: 2018-10-17

Total Pages: 630

ISBN-13: 0128123257

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Smart Power Distribution Systems: Control, Communication, and Optimization explains how diverse technologies work to build and maintain smart grids around the globe. Yang, Yang and Li present the most recent advances in the control, communication and optimization of smart grids and provide unique insight into power system control, sensing and communication, and optimization technologies. The book covers control challenges for renewable energy and smart grids, communication in smart power systems, and optimization challenges in smart power system operations. Each area discussed focuses on the scientific innovations relating to the approaches, methods and algorithmic solutions presented. Readers will develop sound knowledge and gain insights into the integration of renewable energy generation in smart power distribution systems. Presents the latest technological advances in electric power distribution networks, with a particular focus on methodologies, approaches and algorithms Provides insights into the most recent research and developments from expert contributors from across the world Presents a clear and methodical structure that guides the reader through discussion and analysis, providing unique insights and sound knowledge along the way

Book Synopsis Smart Power Distribution Systems by : Qiang Yang

Download or read book Smart Power Distribution Systems written by Qiang Yang and published by Academic Press. This book was released on 2018-10-17 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Power Distribution Systems: Control, Communication, and Optimization explains how diverse technologies work to build and maintain smart grids around the globe. Yang, Yang and Li present the most recent advances in the control, communication and optimization of smart grids and provide unique insight into power system control, sensing and communication, and optimization technologies. The book covers control challenges for renewable energy and smart grids, communication in smart power systems, and optimization challenges in smart power system operations. Each area discussed focuses on the scientific innovations relating to the approaches, methods and algorithmic solutions presented. Readers will develop sound knowledge and gain insights into the integration of renewable energy generation in smart power distribution systems. Presents the latest technological advances in electric power distribution networks, with a particular focus on methodologies, approaches and algorithms Provides insights into the most recent research and developments from expert contributors from across the world Presents a clear and methodical structure that guides the reader through discussion and analysis, providing unique insights and sound knowledge along the way

Operation, Planning, and Analysis of Energy Storage Systems in Smart Energy Hubs

Author: Behnam Mohammadi-Ivatloo

Publisher: Springer

Published: 2018-04-04

Total Pages: 456

ISBN-13: 3319750976

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This book discusses the design and scheduling of residential, industrial, and commercial energy hubs, and their integration into energy storage technologies and renewable energy sources. Each chapter provides theoretical background and application examples for specific power systems including, solar, wind, geothermal, air and hydro. Case-studies are included to provide engineers, researchers, and students with the most modern technical and intelligent approaches to solving power and energy integration problems with special attention given to the environmental and economic aspects of energy storage systems.

Book Synopsis Operation, Planning, and Analysis of Energy Storage Systems in Smart Energy Hubs by : Behnam Mohammadi-Ivatloo

Download or read book Operation, Planning, and Analysis of Energy Storage Systems in Smart Energy Hubs written by Behnam Mohammadi-Ivatloo and published by Springer. This book was released on 2018-04-04 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the design and scheduling of residential, industrial, and commercial energy hubs, and their integration into energy storage technologies and renewable energy sources. Each chapter provides theoretical background and application examples for specific power systems including, solar, wind, geothermal, air and hydro. Case-studies are included to provide engineers, researchers, and students with the most modern technical and intelligent approaches to solving power and energy integration problems with special attention given to the environmental and economic aspects of energy storage systems.

Adaptive Stochastic Optimization Techniques with Applications

Author: James A. Momoh

Publisher: CRC Press

Published: 2015-12-02

Total Pages: 377

ISBN-13: 1498782442

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Adaptive Stochastic Optimization Techniques with Applications provides a single, convenient source for state-of-the-art information on optimization techniques used to solve problems with adaptive, dynamic, and stochastic features. Presenting modern advances in static and dynamic optimization, decision analysis, intelligent systems, evolutionary pro

Book Synopsis Adaptive Stochastic Optimization Techniques with Applications by : James A. Momoh

Download or read book Adaptive Stochastic Optimization Techniques with Applications written by James A. Momoh and published by CRC Press. This book was released on 2015-12-02 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive Stochastic Optimization Techniques with Applications provides a single, convenient source for state-of-the-art information on optimization techniques used to solve problems with adaptive, dynamic, and stochastic features. Presenting modern advances in static and dynamic optimization, decision analysis, intelligent systems, evolutionary pro