Suchergebnisse - 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 von Li, Zhengmao, Wu, Lei, Xu, Yan, Moazeni, Somayeh, Tang, Zao

    ISSN: 1949-3053, 1949-3061
    Veröffentlicht: Piscataway IEEE 01.01.2022
    Veröffentlicht in 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 von Legat, Benoît, Jungers, Raphaël M, Bouchat, Jean

    ISSN: 2331-8422
    Veröffentlicht: Ithaca Cornell University Library, arXiv.org 22.11.2020
    Veröffentlicht in 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 von Stellato, Bartolomeo

    Veröffentlicht: 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 von Shreshta Rajakumar Deshpande, Gupta, Shobhit, Gupta, Abhishek, Canova, Marcello

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