Description
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
Table of Contents
1. Methodological framework for hierarchical modeling of energy systems2. Hierarchical modeling in energy sector3. Hierarchical modeling in expansion planning of electric power systems4. Hierarchical modeling principles for operation and control of electric power systems5. Hierarchical modeling for development of pipeline energy systems, coal supply systems, and integrated energy systems6. Hierarchical modeling of analysis and control of operating conditions of pipeline energy systems7. Hierarchy of mathematical modeling and optimization problems of advanced co-generation systems and fuel coproduction power generation systems
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