Výsledky vyhledávání - Hybrid model predictive control-approximate dynamic programming

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  1. 1

    Multi-Stage Real-Time Operation of a Multi-Energy Microgrid With Electrical and Thermal Energy Storage Assets: A Data-Driven MPC-ADP Approach Autor Li, Zhengmao, Wu, Lei, Xu, Yan, Moazeni, Somayeh, Tang, Zao

    ISSN: 1949-3053, 1949-3061
    Vydáno: Piscataway IEEE 01.01.2022
    Vydáno 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
  2. 2

    Abstraction-based branch and bound approach to Q-learning for hybrid optimal control Autor Legat, Benoît, Jungers, Raphaël M, Bouchat, Jean

    ISSN: 2331-8422
    Vydáno: Ithaca Cornell University Library, arXiv.org 22.11.2020
    Vydáno 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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    Paper
  3. 3

    Mixed-integer optimal control of fast dynamical systems Autor Stellato, Bartolomeo

    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
  4. 4

    Real-time Eco-Driving Control in Electrified Connected and Autonomous Vehicles using Approximate Dynamic Programming Autor Shreshta Rajakumar Deshpande, Gupta, Shobhit, Gupta, Abhishek, Canova, Marcello

    ISSN: 2331-8422
    Vydáno: Ithaca Cornell University Library, arXiv.org 05.08.2021
    Vydáno 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