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Hierarchical Modeling of Energy Systems
1st Edition - August 3, 2023
Editors: Nikolai I. Voropai, Valery A. Stennikov
Paperback ISBN:
9 7 8 - 0 - 4 4 3 - 1 3 9 1 7 - 8
eBook ISBN:
9 7 8 - 0 - 4 4 3 - 1 3 9 1 6 - 1
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… Read more
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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
Professionals, researchers, and engineers involved in the development, control, and management of energy systems, as well as graduate students in power engineering, electrical engineering, renewable energy systems, and energy economics
- Cover image
- Title page
- Table of Contents
- Copyright
- Dedication
- List of figures
- Contributors
- Biography
- Nikolai Voropai (1943–2022)
- Valery Stennikov (1954–)
- Preface
- Chapter 1: Methodological framework for hierarchical modeling of energy systems
- Abstract
- Abbreviations
- Acknowledgements
- 1.1. Energy systems as objects of hierarchical modeling
- 1.2. General methodological approaches to hierarchical modeling of complex systems
- 1.3. Generalized technology of hierarchical modeling of complex energy systems
- 1.4. Decomposition and bilevel programming in hierarchical modeling of energy systems
- 1.5. Intelligent information technologies in hierarchical modeling of energy systems
- References
- Chapter 2: Hierarchical modeling in energy sector
- Abstract
- Acknowledgements
- 2.1. The evolution of hierarchical modeling in the projection studies of long-term energy sector development in the context of energy-economy interactions
- 2.2. Hierarchical modeling of energy sector development of the country and its regions with cross-border interrelations
- 2.3. Hierarchical models of energy security
- References
- Chapter 3: Hierarchical modeling in expansion planning of electric power systems
- Abstract
- Acknowledgements
- 3.1. Hierarchical expansion planning of electric power systems
- 3.2. Hierarchical expansion planning of power plants based on the game-theoretic approach
- 3.3. Hierarchy of models for expansion planning of generating capacities and backbone electrical network taking into account demand side management
- 3.4. Hierarchical modeling in expansion planning of electric power systems in the context of integration, deregulation, and renewable development
- 3.5. Hierarchical methodology for expansion planning of stand-alone electric power supply systems based on renewables
- Conclusions
- References
- Chapter 4: Hierarchical modeling principles for operation and control of electric power systems
- Abstract
- Acknowledgements
- 4.1. Introduction
- 4.2. Hierarchical control of electric power systems operation
- 4.3. Hierarchical modeling in state estimation of electric power systems
- 4.4. Multi-agent systems for hierarchical intelligent control of electric power systems
- 4.5. Hierarchical modeling and emergency control of electric power systems
- 4.6. Automatic hierarchical volt/var control of electric power systems under normal and post-emergency conditions
- 4.7. Hierarchical modeling for increasing the flexibility of electric power systems with renewable energy resources
- 4.8. Hierarchical modeling and control of renewable energy communities based on advanced optimization and machine learning methods
- 4.9. Conclusion
- References
- Chapter 5: Hierarchical modeling for development of pipeline energy systems, coal supply systems, and integrated energy systems
- Abstract
- Abbreviations
- Acknowledgements
- 5.1. Spatial and temporal hierarchy of the expansion planning of heating systems
- 5.2. Hierarchical modeling in the design of heating systems
- 5.3. Hierarchical modeling in the expansion planning of gas supply systems
- 5.4. Hierarchical modeling in the expansion planning of coal supply systems
- 5.5. Information and model software for the expansion planning of coal supply systems based on the hierarchical approach
- 5.6. Hierarchical modeling of integrated energy systems with renewable sources
- References
- Chapter 6: Hierarchical modeling of analysis and control of operating conditions of pipeline energy systems
- Abstract
- Abbreviations
- Acknowledgements
- Chapter outline
- 6.1. Methodological foundations of hierarchical modeling and optimization of operating conditions of large pipeline systems
- 6.2. Hierarchical modeling of operating conditions of heating systems
- 6.3. Hierarchical optimization of operating conditions of heating systems
- 6.4. Two-level model of the heat market
- 6.5. Review on the methods for the hierarchical reliability analysis of district heating systems
- 6.6. General methodological provisions of the hierarchical and comprehensive reliability analysis of district heating system
- 6.7. Simulation modeling of FSS operation based on statistical test method for the reliability analysis of fuel supply to HS
- 6.8. Probabilistic modeling of DHS functioning based on the Markov random processes
- 6.9. Final assessment of the reliability of DHS based on the nodal reliability indices accounting the emergency hydraulic conditions
- 6.10. Case study: the hierarchical and comprehensive reliability analysis of a municipal district heating system
- References
- Chapter 7: Hierarchy of mathematical modeling and optimization problems of advanced co-generation systems and fuel coproduction power generation systems
- Abstract
- Acknowledgements
- 7.1. Hierarchy of optimization problems of flow diagrams and parameters of co-generation systems and fuel co-production power generation systems
- 7.2. An efficient approach to the optimization of continuous-variable parameters of co-generation systems and fuel co-production power generation systems and the arrangement of their mathematical models
- 7.3. Methods for selecting the optimal composition of components and connections of process flow diagrams of co-generation systems and fuel co-production power generation systems
- Conclusion
- References
- Index
- No. of pages: 550
- Language: English
- Published: August 3, 2023
- Imprint: Elsevier
- Paperback ISBN: 9780443139178
- eBook ISBN: 9780443139161
NV
Nikolai I. Voropai
N.I. Voropai was a renowned expert in the field of energy systems research. He was an author, and co-author of more than 700 published research contributions. He identified and investigated the fundamental features of complex extended electric power systems. This allowed explaining multiple phenomena and processes, such as system accidents, based on clear physical representations and developing theoretical foundations for the analysis and synthesis of structurally heterogeneous power interconnections. These achievements laid off the methodological backbone of research efforts by a school of thought that still leads its field to this day. He successfully supervised over 20 PhD students.
Affiliations and expertise
Professor, Melentiev Energy Systems Institute of Siberian Branch of the Russian Academy of Sciences, Corresponding Member of Russian Academy of Sciences, RussiaVS
Valery A. Stennikov
V.A. Stennikov is one of the leading experts in the field of heat and power systems, the developer of the methodology for modeling, calculating, optimizing pipeline systems in the energy sector, managing their development and operation, and district heating systems. His work significantly increases the level of validity and effectiveness of decision making on the development and reconstruction of energy systems, and their management and control. He is an author, and co-author of more than 600 published research contributions.
Affiliations and expertise
Professor, Melentiev Energy Systems Institute of Siberian Branch of the Russian Academy of Sciences, Academician of Russian Academy of Sciences, Russia