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Hierarchical Modeling of Energy Systems
Discusses methodologies for hierarchical modeling of large-scale complex systems, focusing on energy systems, expansion planning and control
Nikolai I. Voropai (Edited by), Valery A. Stennikov (Edited by)
9780443139178, Elsevier Science
Paperback / softback, published 7 August 2023
550 pages
22.9 x 15.2 x 3.4 cm, 0.45 kg
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.
1. Methodological framework for hierarchical modeling of energy systems 2. Hierarchical modeling in energy sector 3. Hierarchical modeling in expansion planning of electric power systems 4. Hierarchical modeling principles for operation and control of electric power systems 5. Hierarchical modeling for development of pipeline energy systems, coal supply systems, and integrated energy systems 6. Hierarchical modeling of analysis and control of operating conditions of pipeline energy systems 7. Hierarchy of mathematical modeling and optimization problems of advanced co-generation systems and fuel coproduction power generation systems
Subject Areas: The environment [RN], Environmental economics [KCN]
