Mathematical Modeling Simulation And Optimization For Power Engineering And Management

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Mathematical Modeling, Simulation and Optimization for Power Engineering and Management

Simone Göttlich,Michael Herty,Anja Milde
Mathematical Modeling Simulation and Optimization for Power Engineering and Management Book PDF

Author : Simone Göttlich,Michael Herty,Anja Milde
Publisher : Springer Nature
Page : 333 pages
File Size : 45,7 Mb
Release : 2021-02-02
Category : Technology & Engineering
ISBN : 9783030627324

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Mathematical Modeling, Simulation and Optimization for Power Engineering and Management by Simone Göttlich,Michael Herty,Anja Milde Pdf

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.

Mathematical Modeling, Simulation and Optimization for Power Engineering and Management

Simone Göttlich,Michael Herty,Anja Milde
Mathematical Modeling Simulation and Optimization for Power Engineering and Management Book PDF

Author : Simone Göttlich,Michael Herty,Anja Milde
Publisher : Unknown
Page : 0 pages
File Size : 46,6 Mb
Release : 2021
Category : Electronic
ISBN : 3030627330

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Mathematical Modeling, Simulation and Optimization for Power Engineering and Management by Simone Göttlich,Michael Herty,Anja Milde Pdf

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. .

Mathematical Models and Algorithms for Power System Optimization

Mingtian Fan,Zuping Zhang,Chengmin Wang
Mathematical Models and Algorithms for Power System Optimization Book PDF

Author : Mingtian Fan,Zuping Zhang,Chengmin Wang
Publisher : Academic Press
Page : 450 pages
File Size : 49,5 Mb
Release : 2019-08-23
Category : Technology & Engineering
ISBN : 9780128132319

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Mathematical Models and Algorithms for Power System Optimization by Mingtian Fan,Zuping Zhang,Chengmin Wang Pdf

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

Modeling, Simulation, and Control of a Medium-Scale Power System

Tharangika Bambaravanage,Asanka Rodrigo,Sisil Kumarawadu
Modeling Simulation and Control of a Medium Scale Power System Book PDF

Author : Tharangika Bambaravanage,Asanka Rodrigo,Sisil Kumarawadu
Publisher : Springer
Page : 175 pages
File Size : 53,5 Mb
Release : 2017-10-17
Category : Technology & Engineering
ISBN : 9789811049101

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Modeling, Simulation, and Control of a Medium-Scale Power System by Tharangika Bambaravanage,Asanka Rodrigo,Sisil Kumarawadu Pdf

This book highlights the most important aspects of mathematical modeling, computer simulation, and control of medium-scale power systems. It discusses a number of practical examples based on Sri Lanka’s power system, one characterized by comparatively high degrees of variability and uncertainty. Recently introduced concepts such as controlled disintegration to maintain grid stability are discussed and studied using simulations of practical scenarios. Power systems are complex, geographically distributed, dynamical systems with numerous interconnections between neighboring systems. Further, they often comprise a generation mix that includes hydro, thermal, combined cycle, and intermittent renewable plants, as well as considerably extended transmission lines. Hence, the detailed analysis of their transient behaviors in the presence of disturbances is both highly theory-intensive and challenging in practice. Effectively regulating and controlling power system behavior to ensure consistent service quality and transient stability requires the use of various schemes and systems. The book’s initial chapters detail the fundamentals of power systems; in turn, system modeling and simulation results using Power Systems Computer Aided Design/Electromagnetic Transients including DC (PSCAD/EMTDC) software are presented and compared with available real-world data. Lastly, the book uses computer simulation studies under a variety of practical contingency scenarios to compare several under-frequency load-shedding schemes. Given the breadth and depth of its coverage, it offers a truly unique resource on the management of medium-scale power systems.

Applied Mathematical Modeling and Analysis in Renewable Energy

Manoj Sahni,Ritu Sahni
Applied Mathematical Modeling and Analysis in Renewable Energy Book PDF

Author : Manoj Sahni,Ritu Sahni
Publisher : CRC Press
Page : 212 pages
File Size : 49,9 Mb
Release : 2021-10-04
Category : Technology & Engineering
ISBN : 9781000455113

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Applied Mathematical Modeling and Analysis in Renewable Energy by Manoj Sahni,Ritu Sahni Pdf

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.

Optimization and Control in Energy Management

Atanda Kamoru Raji,Khaled M Abo-Al-Ez
Optimization and Control in Energy Management Book PDF

Author : Atanda Kamoru Raji,Khaled M Abo-Al-Ez
Publisher : Unknown
Page : 0 pages
File Size : 55,8 Mb
Release : 2024-04-12
Category : Technology & Engineering
ISBN : 3725807752

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Optimization and Control in Energy Management by Atanda Kamoru Raji,Khaled M Abo-Al-Ez Pdf

The present reprint contains 15 articles published in the Special Issue "Optimization and Control in Energy Management: Mathematical Modeling and Simulation" of the journal Mathematics, which covers a wide range of topics connected to the energy management systems, i.e., EMS optimization and control techniques for managing the power flow in response to supply, demand, power quality, and storage conditions. These topics include demand side management and demand response, artificial intelligence optimization methods for renewable energy systems and energy management, frequency regulation using virtual power plants, modeling and simulation for energy management, EMS in smart electrical grids, energy-efficient systems, energy conservation techniques, EMS in mini- and microgrids, algorithms, numerical simulations, mathematical modeling, analytical understanding, control theory, load and renewable energy generation prediction techniques, energy management for smart cities and homes, energy management for improving power quality, various optimization techniques and methods in EMS, and various control methods and strategies in EMS. It is hoped that this reprint will be interesting and useful for those working in the area of EMS, power systems' optimal operation, and renewable energy systems, as well as for those having the proper mathematical background and the willingness to be familiar with the recent advances in the mathematical modeling and simulation of energy systems, which are essential tools for the strategic planning and optimal operation of hybrid energy systems in the form of islanded or grid-connected mini or microgrids.

Applied Data Analysis and Modeling for Energy Engineers and Scientists

T. Agami Reddy
Applied Data Analysis and Modeling for Energy Engineers and Scientists Book PDF

Author : T. Agami Reddy
Publisher : Springer Science & Business Media
Page : 430 pages
File Size : 50,7 Mb
Release : 2011-08-09
Category : Technology & Engineering
ISBN : 1441996133

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Applied Data Analysis and Modeling for Energy Engineers and Scientists by T. Agami Reddy Pdf

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.

Mathematical Modeling and Simulation

Kai Velten
Mathematical Modeling and Simulation Book PDF

Author : Kai Velten
Publisher : John Wiley & Sons
Page : 362 pages
File Size : 51,7 Mb
Release : 2009-06-01
Category : Science
ISBN : 9783527627615

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Mathematical Modeling and Simulation by Kai Velten Pdf

This concise and clear introduction to the topic requires only basic knowledge of calculus and linear algebra - all other concepts and ideas are developed in the course of the book. Lucidly written so as to appeal to undergraduates and practitioners alike, it enables readers to set up simple mathematical models on their own and to interpret their results and those of others critically. To achieve this, many examples have been chosen from various fields, such as biology, ecology, economics, medicine, agricultural, chemical, electrical, mechanical and process engineering, which are subsequently discussed in detail. Based on the author`s modeling and simulation experience in science and engineering and as a consultant, the book answers such basic questions as: What is a mathematical model? What types of models do exist? Which model is appropriate for a particular problem? What are simulation, parameter estimation, and validation? The book relies exclusively upon open-source software which is available to everybody free of charge. The entire book software - including 3D CFD and structural mechanics simulation software - can be used based on a free CAELinux-Live-DVD that is available in the Internet (works on most machines and operating systems).

Wind Power Electric Systems

Djamila Rekioua
Wind Power Electric Systems Book PDF

Author : Djamila Rekioua
Publisher : Springer Science & Business
Page : 202 pages
File Size : 54,8 Mb
Release : 2014-04-16
Category : Technology & Engineering
ISBN : 9781447164258

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Wind Power Electric Systems by Djamila Rekioua Pdf

The book helps readers understand key concepts in standalone and grid connected wind energy systems and features analysis into the modeling and optimization of commonly used configurations through the implementation of different control strategies. Utilizing several electrical machinery control approaches, such as vector control and direct torque control 'Wind Power Electric Systems' equips readers with the means to understand, assess and develop their own wind energy systems and to evaluate the performance of such systems. Mathematical models are provided for each system and a corresponding MATLAB/SIMULINK example is included at the end of each section in order to demonstrate key processes and methods.

Gas Turbines Modeling, Simulation, and Control

Hamid Asgari,XiaoQi Chen
Gas Turbines Modeling Simulation and Control Book PDF

Author : Hamid Asgari,XiaoQi Chen
Publisher : CRC Press
Page : 176 pages
File Size : 50,8 Mb
Release : 2015-10-16
Category : Science
ISBN : 9781498726634

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Gas Turbines Modeling, Simulation, and Control by Hamid Asgari,XiaoQi Chen Pdf

Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks provides new approaches and novel solutions to the modeling, simulation, and control of gas turbines (GTs) using artificial neural networks (ANNs). After delivering a brief introduction to GT performance and classification, the book: Outlines important criteria to consider at the beginning of the GT modeling process, such as GT types and configurations, control system types and configurations, and modeling methods and objectives Highlights research in the fields of white-box and black-box modeling, simulation, and control of GTs, exploring models of low-power GTs, industrial power plant gas turbines (IPGTs), and aero GTs Discusses the structure of ANNs and the ANN-based model-building process, including system analysis, data acquisition and preparation, network architecture, and network training and validation Presents a noteworthy ANN-based methodology for offline system identification of GTs, complete with validated models using both simulated and real operational data Covers the modeling of GT transient behavior and start-up operation, and the design of proportional-integral-derivative (PID) and neural network-based controllers Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks not only offers a comprehensive review of the state of the art of gas turbine modeling and intelligent techniques, but also demonstrates how artificial intelligence can be used to solve complicated industrial problems, specifically in the area of GTs.

Modeling and Optimization of Interdependent Energy Infrastructures

Wei Wei,Jianhui Wang
Modeling and Optimization of Interdependent Energy Infrastructures Book PDF

Author : Wei Wei,Jianhui Wang
Publisher : Springer Nature
Page : 709 pages
File Size : 55,7 Mb
Release : 2019-10-22
Category : Technology & Engineering
ISBN : 9783030259587

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Modeling and Optimization of Interdependent Energy Infrastructures by Wei Wei,Jianhui Wang Pdf

This book opens up new ways to develop mathematical models and optimization methods for interdependent energy infrastructures, ranging from the electricity network, natural gas network, district heating network, and electrified transportation network. The authors provide methods to help analyze, design, and operate the integrated energy system more efficiently and reliably, and constitute a foundational basis for decision support tools for the next-generation energy network. Chapters present new operation models of the coupled energy infrastructure and the application of new methodologies including convex optimization, robust optimization, and equilibrium constrained optimization. Four appendices provide students and researchers with helpful tutorials on advanced optimization methods: Basics of Linear and Conic Programs; Formulation Tricks in Integer Programming; Basics of Robust Optimization; Equilibrium Problems. This book provides theoretical foundation and technical applications for energy system integration, and the the interdisciplinary research presented will be useful to readers in many fields including electrical engineering, civil engineering, and industrial engineering.

Nuclear Engineering

Zafar Ullah Koreshi
Nuclear Engineering Book PDF

Author : Zafar Ullah Koreshi
Publisher : Elsevier
Page : 548 pages
File Size : 43,7 Mb
Release : 2022-03-22
Category : Science
ISBN : 9780323906180

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Nuclear Engineering by Zafar Ullah Koreshi Pdf

Nuclear Engineering Mathematical Modeling and Simulation presents the mathematical modeling of neutron diffusion and transport. Aimed at students and early career engineers, this highly practical and visual resource guides the reader through computer simulations using the Monte Carlo Method which can be applied to a variety of applications, including power generation, criticality assemblies, nuclear detection systems, and nuclear medicine to name a few. The book covers optimization in both the traditional deterministic framework of variational methods and the stochastic framework of Monte Carlo methods. Specific sections cover the fundamentals of nuclear physics, computer codes used for neutron and photon radiation transport simulations, applications of analyses and simulations, optimization techniques for both fixed-source and multiplying systems, and various simulations in the medical area where radioisotopes are used in cancer treatment. Provides a highly visual and practical reference that includes mathematical modeling, formulations, models and methods throughout Includes all current major computer codes, such as ANISN, MCNP and MATLAB for user coding and analysis Guides the reader through simulations for the design optimization of both present-day and future nuclear systems

MATHEMATICAL MODELS – Volume I

Jerzy A. Filar,Jacek B Krawczyk
MATHEMATICAL MODELS Volume I Book PDF

Author : Jerzy A. Filar,Jacek B Krawczyk
Publisher : EOLSS Publications
Page : 442 pages
File Size : 41,7 Mb
Release : 2009-09-19
Category : Mathematical models
ISBN : 9781848262423

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MATHEMATICAL MODELS – Volume I by Jerzy A. Filar,Jacek B Krawczyk Pdf

Mathematical Models is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme on Mathematical Models discusses matters of great relevance to our world such as: Basic Principles of Mathematical Modeling; Mathematical Models in Water Sciences; Mathematical Models in Energy Sciences; Mathematical Models of Climate and Global Change; Infiltration and Ponding; Mathematical Models of Biology; Mathematical Models in Medicine and Public Health; Mathematical Models of Society and Development. These three volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.

Optimal Operation and Control of Power Systems Using an Algebraic Modelling Language

Nnamdi Nwulu,Saheed Lekan Gbadamosi
Optimal Operation and Control of Power Systems Using an Algebraic Modelling Language Book PDF

Author : Nnamdi Nwulu,Saheed Lekan Gbadamosi
Publisher : Springer Nature
Page : 264 pages
File Size : 43,5 Mb
Release : 2021-01-04
Category : Technology & Engineering
ISBN : 9783030003951

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Optimal Operation and Control of Power Systems Using an Algebraic Modelling Language by Nnamdi Nwulu,Saheed Lekan Gbadamosi Pdf

This book presents mathematical models of demand-side management programs, together with operational and control problems for power and renewable energy systems. It reflects the need for optimal operation and control of today’s electricity grid at both the supply and demand spectrum of the grid. This need is further compounded by the advent of smart grids, which has led to increased customer/consumer participation in power and renewable energy system operations. The book begins by giving an overview of power and renewable energy systems, demand-side management programs and algebraic modeling languages. The overview includes detailed consideration of appliance scheduling algorithms, price elasticity matrices and demand response incentives. Furthermore, the book presents various power system operational and control mathematical formulations, incorporating demand-side management programs. The mathematical formulations developed are modeled and solved using the Advanced Interactive Multidimensional Modeling System (AIMMS) software, which offers a powerful yet simple algebraic modeling language for solving optimization problems. The book is extremely useful for all power system operators and planners who are concerned with optimal operational procedures for managing today’s complex grids, a context in which customers are active participants and can curb/control their demand. The book details how AIMMS can be a useful tool in optimizing power grids and also offers a valuable research aid for students and academics alike.

Applied Data Analysis and Modeling for Energy Engineers and Scientists

T. Agami Reddy,Gregor P. Henze
Applied Data Analysis and Modeling for Energy Engineers and Scientists Book PDF

Author : T. Agami Reddy,Gregor P. Henze
Publisher : Springer Nature
Page : 622 pages
File Size : 54,6 Mb
Release : 2023-10-18
Category : Business & Economics
ISBN : 9783031348693

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Applied Data Analysis and Modeling for Energy Engineers and Scientists by T. Agami Reddy,Gregor P. Henze Pdf

Now in a thoroughly revised and expanded second edition, this classroom-tested text demonstrates and illustrates how to apply concepts and methods learned in disparate courses such as mathematical modeling, probability, statistics, experimental design, regression, optimization, parameter estimation, inverse modeling, risk analysis, decision-making, and sustainability assessment methods to energy processes and systems. It provides a formal structure that offers a broad and integrative perspective to enhance knowledge, skills, and confidence to work in applied data analysis and modeling problems. This new edition also reflects recent trends and advances in statistical modeling as applied to energy and building processes and systems. It includes numerous examples from recently published technical papers to nurture and stimulate a more research-focused mindset. How the traditional stochastic data modeling approaches are complemented by data analytic algorithmic models such as machine learning and data mining are also discussed. The important societal issues related to the sustainability of energy systems are presented, and a formal structure is proposed meant to classify the various assessment methods found in the literature. Applied Data Analysis and Modeling for Energy Engineers and Scientists is designed for senior-level undergraduate and graduate instruction in energy engineering and mathematical modeling, for continuing education professional courses, and as a self-study reference book for working professionals. In order for readers to have exposure and proficiency with performing hands-on analysis, the open-source Python and R programming languages have been adopted in the form of Jupyter notebooks and R markdown files, and numerous data sets and sample computer code reflective of real-world problems are available online.