mathematical models and algorithms for power system optimization

Mathematical Models And Algorithms For Power System Optimization
Author: Mingtian Fan
Publisher: Academic Press
Release Date: 2019-11-15
Pages: 300
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Mathematical Models and Algorithms for Power System Optimization helps readers build a thorough understanding of new technologies and world-class practices developed by the State Grid Corporation of China, the organization responsible for the world's largest power distribution network. This reference covers three areas: power operation planning, electric grid investment and operational planning and power system control. It introduces economic dispatching, generator maintenance scheduling, power flow, optimal load flow, reactive power planning, load frequency control and transient stability, using mathematic models including optimization, dynamic, differential and difference equations. Provides insights on the development of new mathematical models of power system optimization Analyzes power systems comprehensively to create novel mathematic models and algorithms for issues related to the planning operation of power systems Includes research on the optimization of power systems and related practical research projects carried out since 1981

Applied Mathematics For Restructured Electric Power Systems
Author: Joe H. Chow
Publisher: Springer Science & Business Media
Release Date: 2004-11-09
Pages: 324
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Applied Mathematics for Restructured Electric Power Systems: Optimization, Control, and Computational Intelligence consists of chapters based on work presented at a National Science Foundation workshop organized in November 2003. The theme of the workshop was the use of applied mathematics to solve challenging power system problems. The areas included control, optimization, and computational intelligence. In addition to the introductory chapter, this book includes 12 chapters written by renowned experts in their respected fields. Each chapter follows a three-part format: (1) a description of an important power system problem or problems, (2) the current practice and/or particular research approaches, and (3) future research directions. Collectively, the technical areas discussed are voltage and oscillatory stability, power system security margins, hierarchical and decentralized control, stability monitoring, embedded optimization, neural network control with adaptive critic architecture, control tuning using genetic algorithms, and load forecasting and component prediction. This volume is intended for power systems researchers and professionals charged with solving electric and power system problems.

Power System Optimization
Author: Haoyong Chen
Publisher: John Wiley & Sons
Release Date: 2017-03-15
Pages: 392
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

An original look from a microeconomic perspective for power system optimization and its application to electricity markets Presents a new and systematic viewpoint for power system optimization inspired by microeconomics and game theory A timely and important advanced reference with the fast growth of smart grids Professor Chen is a pioneer of applying experimental economics to the electricity market trading mechanism, and this work brings together the latest research A companion website is available Edit

Modern Music Inspired Optimization Algorithms For Electric Power Systems
Author: Mohammad Kiani-Moghaddam
Publisher: Springer
Release Date: 2019-05-21
Pages: 727
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

In today’s world, with an increase in the breadth and scope of real-world engineering optimization problems as well as with the advent of big data, improving the performance and efficiency of algorithms for solving such problems has become an indispensable need for specialists and researchers. In contrast to conventional books in the field that employ traditional single-stage computational, single-dimensional, and single-homogeneous optimization algorithms, this book addresses multiple newfound architectures for meta-heuristic music-inspired optimization algorithms. These proposed algorithms, with multi-stage computational, multi-dimensional, and multi-inhomogeneous structures, bring about a new direction in the architecture of meta-heuristic algorithms for solving complicated, real-world, large-scale, non-convex, non-smooth engineering optimization problems having a non-linear, mixed-integer nature with big data. The architectures of these new algorithms may also be appropriate for finding an optimal solution or a Pareto-optimal solution set with higher accuracy and speed in comparison to other optimization algorithms, when feasible regions of the solution space and/or dimensions of the optimization problem increase. This book, unlike conventional books on power systems problems that only consider simple and impractical models, deals with complicated, techno-economic, real-world, large-scale models of power systems operation and planning. Innovative applicable ideas in these models make this book a precious resource for specialists and researchers with a background in power systems operation and planning. Provides an understanding of the optimization problems and algorithms, particularly meta-heuristic optimization algorithms, found in fields such as engineering, economics, management, and operations research; Enhances existing architectures and develops innovative architectures for meta-heuristic music-inspired optimization algorithms in order to deal with complicated, real-world, large-scale, non-convex, non-smooth engineering optimization problems having a non-linear, mixed-integer nature with big data; Addresses innovative multi-level, techno-economic, real-world, large-scale, computational-logical frameworks for power systems operation and planning, and illustrates practical training on implementation of the frameworks using the meta-heuristic music-inspired optimization algorithms.

Optimization Of Power System Problems
Author: Mahmoud Pesaran Hajiabbas
Publisher: Springer Nature
Release Date: 2020-01-06
Pages: 382
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book presents integrated optimization methods and algorithms for power system problems along with their codes in MATLAB. Providing a reliable and secure power and energy system is one of the main challenges of the new era. Due to the nonlinear multi-objective nature of these problems, the traditional methods are not suitable approaches for solving large-scale power system operation dilemmas. The integration of optimization algorithms into power systems has been discussed in several textbooks, but this is the first to include the integration methods and the developed codes. As such, it is a useful resource for undergraduate and graduate students, researchers and engineers trying to solve power and energy optimization problems using modern technical and intelligent systems based on theory and application case studies. It is expected that readers have a basic mathematical background.

KI 2005  Advances In Artificial Intelligence
Author: Ulrich Furbach
Publisher: Springer Science & Business Media
Release Date: 2005-08-30
Pages: 418
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book constitutes the refereed proceedings of the 28th Annual German Conference on Artificial Intelligence, KI 2005, held in Koblenz, Germany, in September 2005 - co-located with the 3rd German Conference on Multiagent System Technologies (MATES 2005). The 29 revised full papers presented together with 3 invited contributions were carefully reviewed and selected from 113 submissions. The papers are organized in topical sections on knowledge representation and reasoning, machine learning, diagnosis, neural networks, planning, robotics, and cognitive modeling, philosopy, natural language.

Integrated Circuit And System Design  Power And Timing Modeling  Optimization And Simulation
Author: Nadine Azemard
Publisher: Springer Science & Business Media
Release Date: 2007-08-21
Pages: 583
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Annotation This book constitutes the refereed proceedings of the 17th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2007, held in Gothenburg, Sweden, in September 2007. The 36 revised full papers and 19 revised poster papers presented together with the abstracts of 3 key notes and 2 industrial papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on high-level design, low power design techniques, low power analog circuits, statistical static timing analysis, power modeling and optimization, low power routing optimization, security and asynchronous design, low power applications, modeling and optimization, low power techniques and applications, as well as design challenges in real-life projects.

Power System Optimization Modeling In GAMS
Author: Alireza Soroudi
Publisher: Springer
Release Date: 2017-08-29
Pages: 295
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This unique book describes how the General Algebraic Modeling System (GAMS) can be used to solve various power system operation and planning optimization problems. This book is the first of its kind to provide readers with a comprehensive reference that includes the solution codes for basic/advanced power system optimization problems in GAMS, a computationally efficient tool for analyzing optimization problems in power and energy systems. The book covers theoretical background as well as the application examples and test case studies. It is a suitable reference for dedicated and general audiences including power system professionals as well as researchers and developers from the energy sector and electrical power engineering community and will be helpful to undergraduate and graduate students.

Combined Cooling  Heating  And Power Systems
Author: Yang Shi
Publisher: John Wiley & Sons
Release Date: 2017-09-05
Pages: 200
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

State of the art of combined cooling, heating, and power (CCHP) systems -- An optimal switching strategy for operating CCHP systems -- A balance space based operation strategy for CCHP systems -- Energy hub modeling and optimization based operation strategy for CCHP systems -- Short-term load forecasting and post-strategy design for CCHP systems -- Complementary configuration and operation of a CCHPORC system

Optimization And Mathematical Modeling In Computer Architecture
Author: Karu Sankaralingam
Publisher: Morgan & Claypool Publishers
Release Date: 2013-09-01
Pages: 144
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

In this book we give an overview of modeling techniques used to describe computer systems to mathematical optimization tools. We give a brief introduction to various classes of mathematical optimization frameworks with special focus on mixed integer linear programming which provides a good balance between solver time and expressiveness. We present four detailed case studies -- instruction set customization, data center resource management, spatial architecture scheduling, and resource allocation in tiled architectures -- showing how MILP can be used and quantifying by how much it outperforms traditional design exploration techniques. This book should help a skilled systems designer to learn techniques for using MILP in their problems, and the skilled optimization expert to understand the types of computer systems problems that MILP can be applied to.

Mathematical Modeling  Simulation And Optimization For Power Engineering And Management
Author: Simone Göttlich
Publisher: Springer
Release Date: 2021-01-26
Pages: 180
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This edited monograph offers a summary of future mathematical methods supporting the recent energy sector transformation. It collects current contributions on innovative methods and algorithms. Advances in mathematical techniques and scientific computing methods are presented centering around economic aspects, technical realization and large-scale networks. Over twenty authors focus on the mathematical modeling of such future systems with careful analysis of desired properties and arising scales. Numerical investigations include efficient methods for the simulation of possibly large-scale interconnected energy systems and modern techniques for optimization purposes to guarantee stable and reliable future operations. The target audience comprises research scientists, researchers in the R&D field, and practitioners. Since the book highlights possible future research directions, graduate students in the field of mathematical modeling or electrical engineering may also benefit strongly.

Thermal System Optimization
Author: Vivek K. Patel
Publisher: Springer
Release Date: 2019-02-14
Pages: 477
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book presents a wide-ranging review of the latest research and development directions in thermal systems optimization using population-based metaheuristic methods. It helps readers to identify the best methods for their own systems, providing details of mathematical models and algorithms suitable for implementation. To reduce mathematical complexity, the authors focus on optimization of individual components rather than taking on systems as a whole. They employ numerous case studies: heat exchangers; cooling towers; power generators; refrigeration systems; and others. The importance of these subsystems to real-world situations from internal combustion to air-conditioning is made clear. The thermal systems under discussion are analysed using various metaheuristic techniques, with comparative results for different systems. The inclusion of detailed MATLAB® codes in the text will assist readers—researchers, practitioners or students—to assess these techniques for different real-world systems. Thermal System Optimization is a useful tool for thermal design researchers and engineers in academia and industry, wishing to perform thermal system identification with properly optimized parameters. It will be of interest for researchers, practitioners and graduate students with backgrounds in mechanical, chemical and power engineering.

Modern Optimization Techniques With Applications In Electric Power Systems
Author: Soliman Abdel-Hady Soliman
Publisher: Springer Science & Business Media
Release Date: 2011-12-15
Pages: 414
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book presents the application of some AI related optimization techniques in the operation and control of electric power systems. With practical applications and examples the use of functional analysis, simulated annealing, Tabu-search, Genetic algorithms and fuzzy systems for the optimization of power systems is discussed in detail. Preliminary mathematical concepts are presented before moving to more advanced material. Researchers and graduate students will benefit from this book. Engineers working in utility companies, operations and control, and resource management will also find this book useful. ​

Mathematical Modelling Of Contemporary Electricity Markets
Author: Athanasios Dagoumas
Publisher: Academic Press
Release Date: 2020-12-01
Pages: 256
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Mathematical Modelling of Contemporary Electricity Markets reviews major methodologies and tools to accurately analyze and forecast contemporary electricity markets in all their diversity and complexity, for practitioner and academic audiences. These approaches include optimization, neural networks, genetic algorithms, co-optimization, econometrics, E3 models, and energy system models. The work examines how new challenges affect power market modelling, including discussion of stochastic renewables, price volatility, dynamic participation of demand, integration of storage and electric vehicles, interdependence with other commodity markets and the evolution of policy developments such as market coupling processes and security of supply. Coverage addresses all major forms of electricity markets: day-ahead, forward, intraday, balancing, and capacity. Provide a diverse body of established techniques suitable for modelling any major aspect of electricity markets Familiarizes energy experts with quantitative skills needed in competitive electricity markets Reviews market risk for energy investment decisions, by stressing the multi-dimensionality of electricity markets

Electrical Power Systems And Computers
Author: Xiaofeng Wan
Publisher: Springer Science & Business Media
Release Date: 2011-06-21
Pages: 1036
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This volume includes extended and revised versions of a set of selected papers from the International Conference on Electric and Electronics (EEIC 2011) , held on June 20-22 , 2011, which is jointly organized by Nanchang University, Springer, and IEEE IAS Nanchang Chapter. The objective of EEIC 2011 Volume 3 is to provide a major interdisciplinary forum for the presentation of new approaches from Electrical Power Systems and Computers, to foster integration of the latest developments in scientific research. 133 related topic papers were selected into this volume. All the papers were reviewed by 2 program committee members and selected by the volume editor Prof. Xiaofeng Wan. We hope every participant can have a good opportunity to exchange their research ideas and results and to discuss the state of the art in the areas of the Electrical Power Systems and Computers.

Power  Control And Optimization
Author: Ivan Zelinka
Publisher: Springer Science & Business Media
Release Date: 2013-04-20
Pages: 179
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The book consists of chapters based on selected papers of international conference „Power, Control and Optimization 2012”, held in Las Vegas, USA. Readers can find interesting chapters discussing various topics from the field of power control, its distribution and related fields. Book discusses topics like energy consumption impacted by climate, mathematical modeling of the influence of thermal power plant on the aquatic environment, investigation of cost reduction in residential electricity bill using electric vehicle at peak times or allocation and size evaluation of distributed generation using ANN model and others. Chapter authors are to the best of our knowledge the originators or closely related to the originators of presented ideas and its applications. Hence, this book certainly is one of the few books discussing the benefit from intersection of those modern and fruitful scientific fields of research with very tight and deep impact on real life and industry. This book is devoted to the studies of common and related subjects in intensive research fields of power technologies. For these reasons, we believe that this book will be useful for scientists and engineers working in the above-mentioned fields of research and applications.

Advanced Manufacturing And Industrial Engineering
Author: Xiang Hua Liu
Publisher: Trans Tech Publications Ltd
Release Date: 2014-08-13
Pages: 1252
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Collection of selected, peer reviewed papers from the 4th International Conference on Advanced Engineering Materials and Technology (AEMT 2014), June 14-15, 2014, Xiamen, China. The 238 papers are grouped as follows: Chapter 1: Structural Dynamic Analysis, Optimization and Control, Chapter 2: Oil, Gas and Mineral Exploration Engineering, Chapter 3: Heat, Fluid and Flow Engineering, Thermodynamics Manufacturing Applications, Chapter 4: Innovative Mechanical Design and Systems Dynamics, Chapter 5: CAD / CAM / CAE, Chapter 6: Advanced Manufacturing and Industry Engineering, Manufacturing Production, Operations, Quality and Control, Chapter 7: Green Supply Chain and the Internet of Things Development, Chapter 8: Mechatronics, Industrial Robots, Automation and Control Technologies, Chapter 9: Machine Vision Technology, Image and Video Processing, Chapter 10: Measurement Technology, Instruments and Sensors, Detection Technologies and Methodologies, Chapter 11: Embedded Systems and Modern Electronic, Circuit Technology, Electric, Electromagnetic and Power Engineering Applications, Chapter 12: Computer Applications and Mathematical Modeling, Intelligent Algorithms and Optimization, Chapter 13: Engineering Education and Engineering Management

Optimization Of Complex Systems  Theory  Models  Algorithms And Applications
Author: Hoai An Le Thi
Publisher: Springer
Release Date: 2019-06-15
Pages: 1152
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems in various domains. It is composed of 10 parts, each of them deals with either the theory and/or methods in a branch of optimization such as Continuous optimization, DC Programming and DCA, Discrete optimization & Network optimization, Multiobjective programming, Optimization under uncertainty, or models and optimization methods in a specific application area including Data science, Economics & Finance, Energy & Water management, Engineering systems, Transportation, Logistics, Resource allocation & Production management. The researchers and practitioners working in Nonconvex Optimization and several application areas can find here many inspiring ideas and useful tools & techniques for their works.

Optimization Of Power System Operation
Author: Jizhong Zhu
Publisher: John Wiley & Sons
Release Date: 2014-12-29
Pages: 664
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Optimization of Power System Operation, 2nd Edition,offers a practical, hands-on guide to theoretical developments andto the application of advanced optimization methods to realisticelectric power engineering problems. The book includes: New chapter on Application of Renewable Energy, and a newchapter on Operation of Smart Grid New topics include wheeling model, multi-area wheeling, and thetotal transfer capability computation in multiple areas Continues to provide engineers and academics with a completepicture of the optimization of techniques used in modern powersystem operation

Modeling And Simulation Support For System Of Systems Engineering Applications
Author: Larry B. Rainey
Publisher: John Wiley & Sons
Release Date: 2015-01-05
Pages: 640
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

“...a much-needed handbook with contributions from well-chosen practitioners. A primary accomplishment is to provide guidance for those involved in modeling and simulation in support of Systems of Systems development, more particularly guidance that draws on well-conceived academic research to define concepts and terms, that identifies primary challenges for developers, and that suggests fruitful approaches grounded in theory and successful examples.” Paul Davis, The RAND Corporation Modeling and Simulation Support for System of Systems Engineering Applications provides a comprehensive overview of the underlying theory, methods, and solutions in modeling and simulation support for system of systems engineering. Highlighting plentiful multidisciplinary applications of modeling and simulation, the book uniquely addresses the criteria and challenges found within the field. Beginning with a foundation of concepts, terms, and categories, a theoretical and generalized approach to system of systems engineering is introduced, and real-world applications via case studies and examples are presented. A unified approach is maintained in an effort to understand the complexity of a single system as well as the context among other proximate systems. In addition, the book features: Cutting edge coverage of modeling and simulation within the field of system of systems, including transportation, system health management, space mission analysis, systems engineering methodology, and energy State-of-the-art advances within multiple domains to instantiate theoretic insights, applicable methods, and lessons learned from real-world applications of modeling and simulation The challenges of system of systems engineering using a systematic and holistic approach Key concepts, terms, and activities to provide a comprehensive, unified, and concise representation of the field A collection of chapters written by over 40 recognized international experts from academia, government, and industry A research agenda derived from the contribution of experts that guides scholars and researchers towards open questions Modeling and Simulation Support for System of Systems Engineering Applications is an ideal reference and resource for academics and practitioners in operations research, engineering, statistics, mathematics, modeling and simulation, and computer science. The book is also an excellent course book for graduate and PhD-level courses in modeling and simulation, engineering, and computer science.