Výsledky vyhledávání - Hybrid model predictive control-approximate dynamic programming
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Multi-Stage Real-Time Operation of a Multi-Energy Microgrid With Electrical and Thermal Energy Storage Assets: A Data-Driven MPC-ADP Approach
ISSN: 1949-3053, 1949-3061Vydáno: Piscataway IEEE 01.01.2022Vydáno v IEEE transactions on smart grid (01.01.2022)“…) via the hybrid model predictive control (MPC) and approximate dynamic programming (ADP) approach. In the MEMG, practical power and thermal network constraints, heterogeneous energy storage devices, and distributed generations are involved…”
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Journal Article -
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Abstraction-based branch and bound approach to Q-learning for hybrid optimal control
ISSN: 2331-8422Vydáno: Ithaca Cornell University Library, arXiv.org 22.11.2020Vydáno v arXiv.org (22.11.2020)“…In this paper, we design a theoretical framework allowing to apply model predictive control on hybrid systems…”
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Mixed-integer optimal control of fast dynamical systems
Vydáno: ProQuest Dissertations & Theses 01.01.2017“… This thesis focuses on the development of new algorithms for mixed-integer programming with an emphasis on optimal control problems of fast dynamical systems with discrete controls…”
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Dissertation -
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Real-time Eco-Driving Control in Electrified Connected and Autonomous Vehicles using Approximate Dynamic Programming
ISSN: 2331-8422Vydáno: Ithaca Cornell University Library, arXiv.org 05.08.2021Vydáno v arXiv.org (05.08.2021)“… consumption over an itinerary. This paper presents a hierarchical multi-layer Model Predictive Control (MPC…”
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Paper