Stochastic Modeling For Resiliency In Residential Energy Systems

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Stochastic Modeling for Resiliency in Residential Energy Systems

Author : Rachel G Hunter-Rinderle
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)

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Book Synopsis Stochastic Modeling for Resiliency in Residential Energy Systems by : Rachel G Hunter-Rinderle

Download or read book Stochastic Modeling for Resiliency in Residential Energy Systems written by Rachel G Hunter-Rinderle and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Residential power outages leave occupants in the dark. System resiliency can be advanced by equipping residents with the ability to respond in the event of an electricity service disruption. This thesis applies stochastic optimization to household control by scheduling the use of a lithium-ion battery to partially serve uncertain demand as power outages occur. A method is proposed to model power outages as a DTMC using published reliability indices and residential power demand is modeled using published methods. Three weighting scales for the penalties on unsatisfied demand are tested in a case study with the main goal of calibrating a penalty vector such that the model appropriately balances demand for low and high priority activities over the course of the outage of probabilistic length. Results achieved here may be myopic, suggesting further tuning of penalties may be necessary.

Urban Energy Systems

Author : James Keirstead
Publisher : Routledge
ISBN 13 : 0415529018
Total Pages : 338 pages
Book Rating : 4.4/5 (155 download)

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Book Synopsis Urban Energy Systems by : James Keirstead

Download or read book Urban Energy Systems written by James Keirstead and published by Routledge. This book was released on 2013 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the technical and social systems that satisfy these needs and asks how methods can be put into practice to achieve this.

Resiliency of Power Distribution Systems

Author : Anurag K. Srivastava
Publisher : John Wiley & Sons
ISBN 13 : 1119418720
Total Pages : 405 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Resiliency of Power Distribution Systems by : Anurag K. Srivastava

Download or read book Resiliency of Power Distribution Systems written by Anurag K. Srivastava and published by John Wiley & Sons. This book was released on 2023-11-03 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: RESILIENCY OF POWER DISTRIBUTION SYSTEMS A revolutionary book covering the relevant concepts for resiliency-focused advancements of the distribution power grid Most resiliency and security guidelines for the power industry are focused on power transmission systems. As renewable energy and energy storage increasingly replace fossil-fuel-based power generation over the coming years, geospatially neighboring distributed energy resources will supply a majority of consumers and provide clean power through long transmission lines. These electric power distribution systems—the final stage in the delivery of electric power—carry electricity from the transmission system to individual consumers. New distributed devices will be essential to the grid to manage this variable power generation and enhance reliability and resilience while keeping electricity affordable as the world seeks solutions to climate change and threats from extreme events. In Resiliency of Power Distribution Systems, readers are provided with the tools to understand and enhance resiliency of distribution systems—and thereby, the entire power grid. In a shift from the present design and operation of the power system, the book is focused on improving the grid’s ability to predict, adapt, and respond to all hazards and threats. This, then, acts as a guide to ensure that any incident can be mitigated and responded to promptly and adequately. It also highlights the most advanced and applicable methodologies and architecture frameworks that evaluate degradation, advance proactive action, and transform system behavior to maintain normal operation, under extreme operating conditions. Resiliency of Power Distribution Systems readers will also find: Chapter organization that facilitates quick review of distribution fundamental and easy-but-thorough understanding of the importance of resiliency Real-world case studies where resilient power systems could have prevented massive financial and energy losses Frameworks to help mitigate cyber-physical attacks, strategize response on multiple timescales, and optimize operational efficiencies and priorities for the power grid Resiliency of Power Distribution Systems is a valuable reference for power system professionals including electrical engineers, utility operators, distribution system planners and engineers, and manufacturers, as well as members of the research community, energy market experts and policy makers, and graduate students on electrical engineering courses.

Energy Management in Homes and Residential Microgrids

Author : Reza Hemmati
Publisher : Elsevier
ISBN 13 : 0443237298
Total Pages : 387 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Energy Management in Homes and Residential Microgrids by : Reza Hemmati

Download or read book Energy Management in Homes and Residential Microgrids written by Reza Hemmati and published by Elsevier. This book was released on 2023-09-25 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy Management in Homes and Residential Microgrids: Short-Term Scheduling and Long-Term Planning provides an in-depth exploration of Home Energy Management Systems (HEMS), with a focus on practical applications for both short- and long-term models. Through this guide, readers will learn how to create efficient systems that facilitate the integration of renewable energy into the grid and simultaneously manage end-users' energy consumption. The short-term operation of Home Energy Management Systems is analyzed through various lenses, including renewable energy integration, energy storage integration, uncertainty in parameters, off-grid operation, outages and events, resilience, electric vehicle integration, and battery swapping strategy. The modelling of these topics is explained with step-by-step instructions, and the parameters and implications are thoroughly discussed. Additionally, the book offers insight into the long-term expansion planning for residential microgrids, providing a detailed examination of dynamic modeling, control, and stability of these small-scale energy systems. Throughout the book, simple and advanced examples are provided, and each example comes with numerical data, detailed formulation, modelling, and simulation. Energy Management in Homes and Residential Microgrids: Short-Term Scheduling and Long-Term Planning is a valuable reference and learning tool for students, researchers, and engineers working on short-term and long-term energy management systems in homes and residential microgrids. Explains how to model all systems as mixed integer linear programming in GAMS software alongside step-by-step instructions Offers numerous examples for each topic discussed, using both simple and advanced concepts Accounts for problems by providing solutions to practical situations and real-world conditions for both short-term and long-term models

Analytical and Stochastic Modelling Techniques and Applications

Author : Sabine Wittevrongel
Publisher : Springer
ISBN 13 : 3319439049
Total Pages : 324 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Analytical and Stochastic Modelling Techniques and Applications by : Sabine Wittevrongel

Download or read book Analytical and Stochastic Modelling Techniques and Applications written by Sabine Wittevrongel and published by Springer. This book was released on 2016-08-03 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 23rd International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2016, held in Cardiff, UK, in August 2016. The 21 full papers presented in this book were carefully reviewed and selected from 30 submissions. The papers discuss the latest developments in analytical, numerical and simulation algorithms for stochastic systems, including Markov processes, queueing networks, stochastic Petri nets, process algebras, game theory, etc.

Food-Energy-Water Nexus Resilience and Sustainable Development

Author : Somayeh Asadi
Publisher : Springer Nature
ISBN 13 : 3030400522
Total Pages : 358 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Food-Energy-Water Nexus Resilience and Sustainable Development by : Somayeh Asadi

Download or read book Food-Energy-Water Nexus Resilience and Sustainable Development written by Somayeh Asadi and published by Springer Nature. This book was released on 2020-03-28 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents readers with an integrated modeling approach for analyzing and understanding the interconnection of water, energy, and food resources and discusses the relationship between resilience and sustainability of the food- energy –water (FEW) system. Authors provide novel frameworks, models, and algorithms designed to balance the theoretical and applicative aspects of each chapter. The book covers an integrated modeling approach for FEW systems along with developed methods, codes, and planning tools for designing interdependent energy, water and food systems. In-depth chapters discuss the impact of renewable energy resources in FEW systems, sustainable design and operation, net zero energy buildings, and challenges and opportunities of the FEW nexus in the sustainable development of different countries. This book is useful for graduate students, researchers, and engineers seeking to understand how sustainable FEW systems contribute to the resilience of these systems and help policy and design makers allocate and prioritize resources in an integrated manner across the food, energy, and water sectors.

Stochastic Modelling of Electricity and Related Markets

Author : Fred Espen Benth
Publisher : World Scientific
ISBN 13 : 9812812318
Total Pages : 352 pages
Book Rating : 4.8/5 (128 download)

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Book Synopsis Stochastic Modelling of Electricity and Related Markets by : Fred Espen Benth

Download or read book Stochastic Modelling of Electricity and Related Markets written by Fred Espen Benth and published by World Scientific. This book was released on 2008 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The markets for electricity, gas and temperature have distinctive features, which provide the focus for countless studies. For instance, electricity and gas prices may soar several magnitudes above their normal levels within a short time due to imbalances in supply and demand, yielding what is known as spikes in the spot prices. The markets are also largely influenced by seasons, since power demand for heating and cooling varies over the year. The incompleteness of the markets, due to nonstorability of electricity and temperature as well as limited storage capacity of gas, makes spot-forward hedging impossible. Moreover, futures contracts are typically settled over a time period rather than at a fixed date. All these aspects of the markets create new challenges when analyzing price dynamics of spot, futures and other derivatives. This book provides a concise and rigorous treatment on the stochastic modeling of energy markets. OrnsteinOCoUhlenbeck processes are described as the basic modeling tool for spot price dynamics, where innovations are driven by time-inhomogeneous jump processes. Temperature futures are studied based on a continuous higher-order autoregressive model for the temperature dynamics. The theory presented here pays special attention to the seasonality of volatility and the Samuelson effect. Empirical studies using data from electricity, temperature and gas markets are given to link theory to practice. Sample Chapter(s). A Survey of Electricity and Related Markets (331 KB). Contents: A Survey of Electricity and Related Markets; Stochastic Analysis for Independent Increment Processes; Stochastic Models for the Energy Spot Price Dynamics; Pricing of Forwards and Swaps Based on the Spot Price; Applications to the Gas Markets; Modeling Forwards and Swaps Using the HeathOCoJarrowOCoMorton Approach; Constructing Smooth Forward Curves in Electricity Markets; Modeling of the Electricity Futures Market; Pricing and Hedging of Energy Options; Analysis of Temperature Derivatives. Readership: Researchers in energy and commodity markets, and mathematical finance.

Formal Modeling and Analysis of Timed Systems

Author : Sergiy Bogomolov
Publisher : Springer Nature
ISBN 13 : 3031158393
Total Pages : 315 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Formal Modeling and Analysis of Timed Systems by : Sergiy Bogomolov

Download or read book Formal Modeling and Analysis of Timed Systems written by Sergiy Bogomolov and published by Springer Nature. This book was released on 2022-08-28 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2022, held in Warsaw, Poland, in September 2022. The 12 full papers together with 2 short papers that were carefully reviewed and selected from 30 submissions are presented in this volume with 3 full-length papers associated with invited/anniversary talks. The papers focus on topics such as modelling, design and analysis of timed computational systems. The conference aims in real-time issues in hardware design, performance analysis, real-time software, scheduling, semantics and verification of real-timed, hybrid and probabilistic systems.

Towards Energy Smart Homes

Author : Stephane Ploix
Publisher : Springer Nature
ISBN 13 : 303076477X
Total Pages : 627 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Towards Energy Smart Homes by : Stephane Ploix

Download or read book Towards Energy Smart Homes written by Stephane Ploix and published by Springer Nature. This book was released on 2021-11-11 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book exemplifies how smart buildings have a crucial role to play for the future of energy. The book investigates what already exists in regards to technologies, approaches and solutions both with a scientific and technological point of view. The authors cover solutions for mirroring and tracing human activities, optimal strategies to configure home settings, and generating explanations and persuasive dashboards to get occupants better committed in their home energy managements. Solutions are adapted from the fields of Internet of Things, physical modeling, optimization, machine learning and applied artificial intelligence. Practical applications are given throughout.

Applications of Fuzzy Logic in Planning and Operation of Smart Grids

Author : Mehdi Rahmani-Andebili
Publisher : Springer Nature
ISBN 13 : 3030646270
Total Pages : 233 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Applications of Fuzzy Logic in Planning and Operation of Smart Grids by : Mehdi Rahmani-Andebili

Download or read book Applications of Fuzzy Logic in Planning and Operation of Smart Grids written by Mehdi Rahmani-Andebili and published by Springer Nature. This book was released on 2021-05-24 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy logic has vast applications in power and electrical engineering. This collection is the first book to cover research advancements in the application of fuzzy logic in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to fuzzy-based smart grid planning and operation, cover theoretical concepts and experimental results of the application of fuzzy-based techniques, and define and apply these techniques to deal with smart grid issues. Applications of Fuzzy Logic in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of fuzzy logic, practicing engineers working in electrical power engineering and power system planning, and post-graduates and students in advanced graduate-level courses.

Future Urban Energy System for Buildings

Author : Xingxing Zhang
Publisher : Springer Nature
ISBN 13 : 9819912229
Total Pages : 485 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Future Urban Energy System for Buildings by : Xingxing Zhang

Download or read book Future Urban Energy System for Buildings written by Xingxing Zhang and published by Springer Nature. This book was released on 2023-05-13 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates three main characteristics of future urban energy system for buildings, including flexibility, resilience and optimization. It explores the energy flexibility by considering renewable energy integration with buildings, sector coupling, and energy trading in the local energy market. Energy resilience is addressed from aspects of future climate change, pandemic crisis, and operational uncertainties. Approaches for system design, dynamic pricing and advanced control are discussed for the optimization of urban energy system. Knowledge from this book contributes to the effective means in future urban energy paradigm to closely integrate multiple energy systems (i.e., distribution, mobility, production and storage) with different energy carriers (i.e., heat, electricity) in an optimal manner for energy use. It would facilitate the envision of next-generation urban energy systems, towards sustainability, resilience and prosperity. This book targets at a broad readership with specific experience and knowledge in energy system, transport, built environment and urban planning. As such, it will appeal to researchers, graduate students, engineers, consultants, urban scientists, investors and policymakers, with interests in energy flexibility, building/city resilience and climate neutrality.

Low-Carbon Oriented Improvement Strategy for Flexibility and Resiliency of Multi-Energy Systems

Author : Yumin Zhang
Publisher : Frontiers Media SA
ISBN 13 : 2832554377
Total Pages : 294 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Low-Carbon Oriented Improvement Strategy for Flexibility and Resiliency of Multi-Energy Systems by : Yumin Zhang

Download or read book Low-Carbon Oriented Improvement Strategy for Flexibility and Resiliency of Multi-Energy Systems written by Yumin Zhang and published by Frontiers Media SA. This book was released on 2024-09-18 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the inherent volatility and randomness, the increasing share of energy from renewable resources presents a challenge to the operation of multi-energy systems with heterogeneous energy carriers such as electricity, heat, hydrogen, etc. These factors will make the systems hard to adjust their supply and demand flexibly to maintain energy balance to ensure reliability. Further, this hinders the development of a low-carbon and economically viable energy system. By making full use of the synergistic interaction of generation, transmission, load demand, and energy storage, a three-fold approach focused on quantifying demand flexibility, evaluating supply capabilities, and enhancing resilience can unlock the flexibility potential across various sectors of new energy systems. This approach provides an effective means of facilitating the transition from conventional energy systems to low-carbon, clean-energy-oriented paradigms. However, huge challenges arising from renewable energy pose great obstacles to the aforementioned solution pathway. The main objectives of this Research Topic are： 1. Develop advanced carbon emission accounting and measurement techniques for emerging multi-energy systems 2. Design effective methods for predicting renewable electricity generation 3. Proposed efficient methods for quantitative assessment of uncertainty from renewables and loads 4. Put forward advanced evaluation, optimization, and planning strategies incorporating diverse flexibility resources 5. Design multifaceted market mechanisms and collaborative frameworks balancing economics and low carbon footprint 6. Develop operational control and resilience-enhancement techniques for distribution networks under large-scale distributed energy integration

Urban Transition

Author : Marita Wallhagen
Publisher : BoD – Books on Demand
ISBN 13 : 1839624124
Total Pages : 278 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Urban Transition by : Marita Wallhagen

Download or read book Urban Transition written by Marita Wallhagen and published by BoD – Books on Demand. This book was released on 2023-12-20 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Microgrids

Author : Amjad Anvari-Moghaddam
Publisher : MDPI
ISBN 13 : 3036506624
Total Pages : 280 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Microgrids by : Amjad Anvari-Moghaddam

Download or read book Microgrids written by Amjad Anvari-Moghaddam and published by MDPI. This book was released on 2021-05-21 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microgrids are a growing segment of the energy industry, representing a paradigm shift from centralized structures toward more localized, autonomous, dynamic, and bi-directional energy networks, especially in cities and communities. The ability to isolate from the larger grid makes microgrids resilient, while their capability of forming scalable energy clusters permits the delivery of services that make the grid more sustainable and competitive. Through an optimal design and management process, microgrids could also provide efficient, low-cost, clean energy and help to improve the operation and stability of regional energy systems. This book covers these promising and dynamic areas of research and development and gathers contributions on different aspects of microgrids in an aim to impart higher degrees of sustainability and resilience to energy systems.

Stochastic Model Predictive Control for Demand Response in a Home Energy Management System: Preprint

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Stochastic Model Predictive Control for Demand Response in a Home Energy Management System: Preprint by :

Download or read book Stochastic Model Predictive Control for Demand Response in a Home Energy Management System: Preprint written by and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a chance constrained, model predictive control (MPC) algorithm for demand response (DR) in a home energy management system (HEMS). The HEMS optimally schedules controllable appliances given user preferences such as thermal comfort and energy cost sensitivity, and available residentially-owned power sources such as photovoltaic (PV) generation and home battery systems. The proposed control architecture ensures both the DR event and indoor thermal comfort are satisfied with a high probability given the uncertainty in available PV generation and the outdoor temperature forecast. The uncertainties are incorporated into the MPC formulation using probabilistic constraints instead of computationally limiting sampling-based approaches. Simulation results for various user preferences and probabilistic model parameters show the effectiveness of the HEMS algorithm response to DR requests.

Enhancing the Resilience of the Nation's Electricity System

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309463076
Total Pages : 171 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Enhancing the Resilience of the Nation's Electricity System by : National Academies of Sciences, Engineering, and Medicine

Download or read book Enhancing the Resilience of the Nation's Electricity System written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-10-25 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Americans' safety, productivity, comfort, and convenience depend on the reliable supply of electric power. The electric power system is a complex "cyber-physical" system composed of a network of millions of components spread out across the continent. These components are owned, operated, and regulated by thousands of different entities. Power system operators work hard to assure safe and reliable service, but large outages occasionally happen. Given the nature of the system, there is simply no way that outages can be completely avoided, no matter how much time and money is devoted to such an effort. The system's reliability and resilience can be improved but never made perfect. Thus, system owners, operators, and regulators must prioritize their investments based on potential benefits. Enhancing the Resilience of the Nation's Electricity System focuses on identifying, developing, and implementing strategies to increase the power system's resilience in the face of events that can cause large-area, long-duration outages: blackouts that extend over multiple service areas and last several days or longer. Resilience is not just about lessening the likelihood that these outages will occur. It is also about limiting the scope and impact of outages when they do occur, restoring power rapidly afterwards, and learning from these experiences to better deal with events in the future.

Power Quality - New Insights

Author : Muhammad Mokhzaini Azizan
Publisher : BoD – Books on Demand
ISBN 13 : 0854661824
Total Pages : 108 pages
Book Rating : 4.8/5 (546 download)

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Book Synopsis Power Quality - New Insights by : Muhammad Mokhzaini Azizan

Download or read book Power Quality - New Insights written by Muhammad Mokhzaini Azizan and published by BoD – Books on Demand. This book was released on 2024-06-05 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Edited Volume Power Quality - New Insights is a collection of reviewed and relevant research chapters, offering a comprehensive overview of recent developments in the field of engineering. The book comprises single chapters authored by various researchers and edited by an expert active in the power quality research area. All chapters are complete in themselves but united under a common research study topic. This publication aims to provide a thorough overview of the latest research efforts by international authors on power quality and open new possible research paths for further novel developments.