Hierarchical Modeling Of Energy Systems

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Hierarchical Modeling of Energy Systems

Author : Nikolai I. Voropai
Publisher : Elsevier
ISBN 13 : 0443139164
Total Pages : 542 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Hierarchical Modeling of Energy Systems by : Nikolai I. Voropai

Download or read book Hierarchical Modeling of Energy Systems written by Nikolai I. Voropai and published by Elsevier. This book was released on 2023-08-18 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hierarchical Modeling of Energy Systems presents a detailed methodology for hierarchical modeling of large-scale complex systems with a focus on energy systems and their expansion planning and control. General methodological principles of hierarchical modeling are analyzed, and based on this analysis, a generalized technology for the hierarchical approach is presented. The mathematical foundations of decomposition and bi-level programming, as well as the possibility of using information technologies are also considered. The theoretical propositions are demonstrated by numerous hierarchical modeling examples aimed at planning the development of the energy sector and expansion of energy systems, analyzing, and optimizing these systems, and controlling their operation. In addition, codes and sample simulations are included throughout. This is an invaluable guide for researchers, engineers, and other specialists involved in the development, control and management of energy systems, while the summary of fundamental principles and concepts in energy modeling makes this an accessible learning tool for graduate students on any course involving energy systems or energy modeling. Summarizes hierarchical modeling principles and methods Critically evaluates all energy systems including electric power systems, heat supply systems, gas, and coal supply systems, integrated and cogeneration systems, its interrelations and more Examines expansion planning, development and operation, control and management of energy systems Provides a detailed mathematical descriptions of models, computation algorithms, and optimization problems

Hierarchical Model and Structural Properties of a Large-scale Energy System

Author : Thierry Portas
Publisher :
ISBN 13 :
Total Pages : 162 pages
Book Rating : 4.:/5 (933 download)

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Book Synopsis Hierarchical Model and Structural Properties of a Large-scale Energy System by : Thierry Portas

Download or read book Hierarchical Model and Structural Properties of a Large-scale Energy System written by Thierry Portas and published by . This book was released on 1982 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Hierarchy of Energy Systems

Author : Gerrit B. Feekes
Publisher : Pergamon
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Hierarchy of Energy Systems by : Gerrit B. Feekes

Download or read book The Hierarchy of Energy Systems written by Gerrit B. Feekes and published by Pergamon. This book was released on 1986 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:

OPERATIONAL DECISION MAKING IN COMPOUND ENERGY SYSTEMS USING MULTI-LEVEL MULTI PARADIGM SIMULATION BASED OPTIMIZATION.

Author : Esfandyar M. Mazhari
Publisher :
ISBN 13 :
Total Pages : 510 pages
Book Rating : 4.:/5 (78 download)

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Book Synopsis OPERATIONAL DECISION MAKING IN COMPOUND ENERGY SYSTEMS USING MULTI-LEVEL MULTI PARADIGM SIMULATION BASED OPTIMIZATION. by : Esfandyar M. Mazhari

Download or read book OPERATIONAL DECISION MAKING IN COMPOUND ENERGY SYSTEMS USING MULTI-LEVEL MULTI PARADIGM SIMULATION BASED OPTIMIZATION. written by Esfandyar M. Mazhari and published by . This book was released on 2011 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: A two level hierarchical simulation and decision modeling framework is proposed for electric power networks involving PV based solar generators, various storage, and grid connection. The high level model, from a utility company perspective, concerns operational decision making and defining regulations for customers for a reduced cost and enhanced reliability. The lower level model concerns changes in power quality and changes in demand behavior caused by customers' response to operational decisions and regulations made by the utility company at the high level. The higher level simulation is based on system dynamics and agent-based modeling while the lower level simulation is based on agent-based modeling and circuit-level continuous time modeling. The proposed two level model incorporates a simulation based optimization engine that is a combination of three meta-heuristics including Scatter Search, Tabu Search, and Neural Networks for finding optimum operational decision making. In addition, a reinforcement learning algorithm that uses Markov decision process tools is also used to generate decision policies. An integration and coordination framework is developed, which details the sequence, frequency, and types of interactions between two models. The proposed framework is demonstrated with several case studies with real-time or historical for solar insolation, storage units, demand profiles, and price of electricity of grid (i.e., avoided cost). Challenges that are addressed in case studies and applications include 1) finding a best policy, optimum price and regulation for a utility company while keeping the customers electricity quality within the accepted range, 2) capacity planning of electricity systems with PV generators, storage systems, and grid, and 3) finding the optimum threshold price that is used to decide how much energy should be bought from sold to grid to minimize the cost. Mathematical formulations, and simulation and decision modeling methodologies are presented. A grid-storage analysis is performed for arbitrage, to explore if in future it is going to be beneficial to use storage systems along with grid, with future technological improvement in storage and increasing cost of electrical energy. An information model is discussed that facilitates interoperability of different applications in the proposed hierarchical simulation and decision environment for energy systems.

Modeling and Simulation of Energy Systems

Author : Thomas A. Adams II
Publisher : MDPI
ISBN 13 : 3039215183
Total Pages : 496 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Modeling and Simulation of Energy Systems by : Thomas A. Adams II

Download or read book Modeling and Simulation of Energy Systems written by Thomas A. Adams II and published by MDPI. This book was released on 2019-11-06 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy Systems Engineering is one of the most exciting and fastest growing fields in engineering. Modeling and simulation plays a key role in Energy Systems Engineering because it is the primary basis on which energy system design, control, optimization, and analysis are based. This book contains a specially curated collection of recent research articles on the modeling and simulation of energy systems written by top experts around the world from universities and research labs, such as Massachusetts Institute of Technology, Yale University, Norwegian University of Science and Technology, National Energy Technology Laboratory of the US Department of Energy, University of Technology Sydney, McMaster University, Queens University, Purdue University, the University of Connecticut, Technical University of Denmark, the University of Toronto, Technische Universität Berlin, Texas A&M, the University of Pennsylvania, and many more. The key research themes covered include energy systems design, control systems, flexible operations, operational strategies, and systems analysis. The addressed areas of application include electric power generation, refrigeration cycles, natural gas liquefaction, shale gas treatment, concentrated solar power, waste-to-energy systems, micro-gas turbines, carbon dioxide capture systems, energy storage, petroleum refinery unit operations, Brayton cycles, to name but a few.

Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models

Author : Enrique Alberto Kremers
Publisher : KIT Scientific Publishing
ISBN 13 : 3866449461
Total Pages : 202 pages
Book Rating : 4.8/5 (664 download)

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Book Synopsis Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models by : Enrique Alberto Kremers

Download or read book Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models written by Enrique Alberto Kremers and published by KIT Scientific Publishing. This book was released on 2014-07-31 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complexity science aims to better understand the processes of both natural and man-made systems which are composed of many interacting entities at different scales. A disaggregated approach is proposed for simulating electricity systems, by using agent-based models coupled to continuous ones. The approach can help in acquiring a better understanding of the operation of the system itself, e.g. on emergent phenomena or scale effects; as well as in the improvement and design of future smart grids.

Control and Systems Engineering

Author : Aly El-Osery
Publisher : Springer
ISBN 13 : 331914636X
Total Pages : 380 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Control and Systems Engineering by : Aly El-Osery

Download or read book Control and Systems Engineering written by Aly El-Osery and published by Springer. This book was released on 2015-03-19 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a tribute to 40 years of contributions by Professor Mo Jamshidi who is a well known and respected scholar, researcher, and educator. Mo Jamshidi has spent his professional career formalizing and extending the field of large-scale complex systems (LSS) engineering resulting in educating numerous graduates specifically, ethnic minorities. He has made significant contributions in modeling, optimization, CAD, control and applications of large-scale systems leading to his current global role in formalizing system of systems engineering (SoSE), as a new field. His books on complex LSS and SoSE have filled a vacuum in cyber-physical systems literature for the 21st Century. His contributions to ethnic minority engineering education commenced with his work at the University of New Mexico (UNM, Tier-I Hispanic Serving Institution) in 1980 through a NASA JPL grant. Followed by several more major federal grants, he formalized a model for educating minorities, called VI-P Pyramid where K-12 students(bottom of pyramid) to doctoral (top of pyramid) students form a seamless group working on one project. Upper level students mentor lower ones on a sequential basis. Since 1980, he has graduated over 114 minority students consisting of 62 Hispanics, 34 African Americans., 15 Native Americans, and 3 Pacific Islanders. This book contains contributed chapters from colleagues, and former and current students of Professor Jamshidi. Areas of focus are: control systems, energy and system of systems, robotics and soft computing.

Applied Mathematical Modeling and Analysis in Renewable Energy

Author : Manoj Sahni
Publisher : CRC Press
ISBN 13 : 1000455114
Total Pages : 213 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Applied Mathematical Modeling and Analysis in Renewable Energy by : Manoj Sahni

Download or read book Applied Mathematical Modeling and Analysis in Renewable Energy written by Manoj Sahni and published by CRC Press. This book was released on 2021-10-04 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This reference text introduces latest mathematical modeling techniques and analysis for renewable energy systems. It comprehensively covers important topics including study of combustion characteristics of laser ignited gasoline-air mixture, hierarchical demand response controller, mathematical modeling of an EOQ for a multi-item inventory system, and integration and modeling of small-scale pumped storage with micro optimization model (HOMER). Aimed at graduate students and academic researchers in the fields of electrical engineering, environmental engineering, mechanical engineering, and civil engineering, this text: Discusses applied mathematical modeling techniques in renewable energy. Covers effective storage and generation of power through renewable energy generation sources. Provides real life applications and problems based on renewable energy. Covers new ways of applying mathematical techniques for applications in diverse areas of science and engineering.

Development and Assessment of a Hierarchical Control Strategy for Electric-Thermal Systems in Household Energy Supply

Author : Tanja Manuela Kneiske
Publisher : BoD – Books on Demand
ISBN 13 : 3737611793
Total Pages : 210 pages
Book Rating : 4.7/5 (376 download)

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Book Synopsis Development and Assessment of a Hierarchical Control Strategy for Electric-Thermal Systems in Household Energy Supply by : Tanja Manuela Kneiske

Download or read book Development and Assessment of a Hierarchical Control Strategy for Electric-Thermal Systems in Household Energy Supply written by Tanja Manuela Kneiske and published by BoD – Books on Demand. This book was released on 2024-01-01 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Future energy infrastructure requires efficient and flexible residential energy systems. Model predictive control (MPC) enables optimized behavior by considering energy predictions. This study focuses on minimizing cost and uncertainties using MPC in electric- thermal systems. In addition a hierarchical control approach is proposed and evaluated through simulation in a new software framework called OptFlex and a laboratory experiment. The control system combines electricity and heat components for flexible and efficient energy production and consumption. It enables cost-effective and CO2 minimal utilization and a simple solution of accounting for the differences between forecasted and measured values of the energy components. The MPC is validated in a laboratory test for a PV-CHP system. Results show reliable control with a deviation of approximately 12%. The study also investigates a variable combined control variant to save computation time but incurs higher operating costs. The developed hierarchical control system effectively flexibilities, addresses uncertainties and can be applied to different energy systems including heat pumps.

Control and Automation, and Energy System Engineering

Author : Tai-hoon Kim
Publisher : Springer
ISBN 13 : 3642260101
Total Pages : 406 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Control and Automation, and Energy System Engineering by : Tai-hoon Kim

Download or read book Control and Automation, and Energy System Engineering written by Tai-hoon Kim and published by Springer. This book was released on 2011-12-02 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises selected papers of the International Conferences, CA and CES3 2011, held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, in December 2011. The papers presented were carefully reviewed and selected from numerous submissions and focuse on the various aspects of control and automation, and circuits, control, communication, electricity, electronics, energy, system, signal and simulation.

Quantitative Analysis and Optimal Control of Energy Efficiency in Discrete Manufacturing System

Author : Yan Wang
Publisher : Springer Nature
ISBN 13 : 981154462X
Total Pages : 291 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Quantitative Analysis and Optimal Control of Energy Efficiency in Discrete Manufacturing System by : Yan Wang

Download or read book Quantitative Analysis and Optimal Control of Energy Efficiency in Discrete Manufacturing System written by Yan Wang and published by Springer Nature. This book was released on 2020-06-01 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides energy efficiency quantitative analysis and optimal methods for discrete manufacturing systems from the perspective of global optimization. In order to analyze and optimize energy efficiency for discrete manufacturing systems, it uses real-time access to energy consumption information and models of the energy consumption, and constructs an energy efficiency quantitative index system. Based on the rough set and analytic hierarchy process, it also proposes a principal component quantitative analysis and a combined energy efficiency quantitative analysis. In turn, the book addresses the design and development of quantitative analysis systems. To save energy consumption on the basis of energy efficiency analysis, it presents several optimal control strategies, including one for single-machine equipment, an integrated approach based on RWA-MOPSO, and one for production energy efficiency based on a teaching and learning optimal algorithm. Given its scope, the book offers a valuable guide for students, teachers, engineers and researchers in the field of discrete manufacturing systems.

Distributed Energy Resources

Author : Weijun Gao
Publisher : Springer Nature
ISBN 13 : 3031210972
Total Pages : 311 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Distributed Energy Resources by : Weijun Gao

Download or read book Distributed Energy Resources written by Weijun Gao and published by Springer Nature. This book was released on 2023-04-21 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: The future of the distributed energy generation market is promising, with opportunities in the residential, commercial, and industrial sectors driven by increasing awareness of clean energy, greenhouse gas (GHG) emission reduction targets, and rising global demand for energy. This book focuses on UN Sustainable Development Goal 7, which aims to "ensure access to affordable, reliable, sustainable, and modern energy for all." It provides research results, applications, and case studies on the potential of distributed energy resources as a solution to building a low-carbon society. Coverage includes modeling and evaluation of distributed power systems, system maintenance and reliability, economic potential and implications of hydrogen energy systems, grid stabilization and carbon emission reduction, smart design, and the impact of energy penetration on public power grids. Case studies include the effects of renewable energy policies on solar photovoltaic energy in China, Germany, Japan, and the United States of America and a feasibility assessment of distributed energy systems in Shanghai. Distributed Energy Resources: Solutions for a Low Carbon Society will be a valuable resource for postgraduate students and researchers in energy systems, urban energy management, and renewable energy technologies and a reference guide for practicing engineers, urban energy planners, and energy system managers.

Applied Data Analysis and Modeling for Energy Engineers and Scientists

Author : T. Agami Reddy
Publisher : Springer Science & Business Media
ISBN 13 : 1441996133
Total Pages : 446 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Applied Data Analysis and Modeling for Energy Engineers and Scientists by : T. Agami Reddy

Download or read book Applied Data Analysis and Modeling for Energy Engineers and Scientists written by T. Agami Reddy and published by Springer Science & Business Media. This book was released on 2011-08-09 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Data Analysis and Modeling for Energy Engineers and Scientists fills an identified gap in engineering and science education and practice for both students and practitioners. It demonstrates how to apply concepts and methods learned in disparate courses such as mathematical modeling, probability,statistics, experimental design, regression, model building, optimization, risk analysis and decision-making to actual engineering processes and systems. The text provides a formal structure that offers a basic, broad and unified perspective,while imparting the knowledge, skills and confidence to work in data analysis and modeling. This volume uses numerous solved examples, published case studies from the author’s own research, and well-conceived problems in order to enhance comprehension levels among readers and their understanding of the “processes”along with the tools.

Advanced cooperative control and optimization strategies for integrated energy systems

Author : Rui Wang
Publisher : Frontiers Media SA
ISBN 13 : 2832515223
Total Pages : 203 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advanced cooperative control and optimization strategies for integrated energy systems by : Rui Wang

Download or read book Advanced cooperative control and optimization strategies for integrated energy systems written by Rui Wang and published by Frontiers Media SA. This book was released on 2023-02-24 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning for Energy Systems

Author : Denis Sidorov
Publisher : MDPI
ISBN 13 : 3039433822
Total Pages : 272 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Machine Learning for Energy Systems by : Denis Sidorov

Download or read book Machine Learning for Energy Systems written by Denis Sidorov and published by MDPI. This book was released on 2020-12-08 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume deals with recent advances in and applications of computational intelligence and advanced machine learning methods in power systems, heating and cooling systems, and gas transportation systems. The optimal coordinated dispatch of the multi-energy microgrids with renewable generation and storage control using advanced numerical methods is discussed. Forecasting models are designed for electrical insulator faults, the health of the battery, electrical insulator faults, wind speed and power, PV output power and transformer oil test parameters. The loads balance algorithm for an offshore wind farm is proposed. The information security problems in the energy internet are analyzed and attacked using information transmission contemporary models, based on blockchain technology. This book will be of interest, not only to electrical engineers, but also to applied mathematicians who are looking for novel challenging problems to focus on.

Toward a Unified Modeling and Control for Sustainable and Resilient Electric Energy Systems

Author : Marija D. Ilic
Publisher :
ISBN 13 : 9781680832273
Total Pages : 141 pages
Book Rating : 4.8/5 (322 download)

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Book Synopsis Toward a Unified Modeling and Control for Sustainable and Resilient Electric Energy Systems by : Marija D. Ilic

Download or read book Toward a Unified Modeling and Control for Sustainable and Resilient Electric Energy Systems written by Marija D. Ilic and published by . This book was released on 2016 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper cyber role in social-ecological energy systems (SEES) is formalized by using the language of large-scale dynamical systems. The key notion of interaction variables is introduced in support of their modeling as multilayered dynamical systems. It is stressed that qualitatively different cyber designs are required for enabling performance of qualitatively different SEES architectures. In particular, it is proposed that composite control-based hierarchical control lends itself more naturally to supporting large-scale regulated monopolies, and that distributed multi-layered control with or without coordination is key to supporting SEES architectures comprising many decision makers. Today's hierarchical control is described as a particular case of hierarchical composite control. Having these formulations may help bridge R&D efforts across vastly multi-disciplinary communities working in the field of changing electric energy systems.

Integrated Design by Optimization of Electrical Energy Systems

Author : Xavier Roboam
Publisher : John Wiley & Sons
ISBN 13 : 1118587952
Total Pages : 211 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Integrated Design by Optimization of Electrical Energy Systems by : Xavier Roboam

Download or read book Integrated Design by Optimization of Electrical Energy Systems written by Xavier Roboam and published by John Wiley & Sons. This book was released on 2012-12-13 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes systemic design methodologies applied to electrical energy systems, in particular integrated optimal design with modeling and optimization methods and tools. It is made up of six chapters dedicated to integrated optimal design. First, the signal processing of mission profiles and system environment variables are discussed. Then, optimization-oriented analytical models, methods and tools (design frameworks) are proposed. A “multi-level optimization” smartly coupling several optimization processes is the subject of one chapter. Finally, a technico-economic optimization especially dedicated to electrical grids completes the book. The aim of this book is to summarize design methodologies based in particular on a systemic viewpoint, by considering the system as a whole. These methods and tools are proposed by the most important French research laboratories, which have many scientific partnerships with other European and international research institutions. Scientists and engineers in the field of electrical engineering, especially teachers/researchers because of the focus on methodological issues, will find this book extremely useful, as will PhD and Masters students in this field.