Methodological framework for hierarchical modeling of energy systems
This chapter outlines the distinctive features of energy systems as a subject of scholarly research in the context of substantiation of their development and control of the modes of operation of these systems. We analyze general methodological ideas and approaches to hierarchical modeling of complex systems. The chapter considers the generalized formalized technology of hierarchical modeling of complex systems with the use of operations of aggregation/disaggregation of models used when moving from one level to another in the hierarchy of models, as well as the transformation of decision-making criteria that takes place in this process. We outline the mathematical methods for decomposition of optimization problems to be employed when building a hierarchy of models for the study of complex systems and control over them. We analyze mathematical statements of bilevel mathematical programming problems as an example of adopting the ideology of the hierarchical approach. We consider the role and special aspects of the application of intelligent information technologies to the hierarchical modeling of energy systems as an ideology of solving the problems of development and operation of these complex systems. © 2023 Elsevier Inc. All rights reserved.
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Voropai N.I., Stennikov V.A., Senderov S.M., Saneev B.G., Novitsky N.N., Khamisov O.V., Massel L.V., Massel A.G., Mikheev A.V. Methodological framework for hierarchical modeling of energy systems // Hierarchical Modeling of Energy Systems / Nikolai I. Voropai and Valery A. Stennikov. Elsevier. 2023. P.1-78. ISBN (print): 978-044313917-8; 978-044313916. DOI: 10.1016/B978-0-44-313917-8.00010-9
