Successive Linearization in Model-based Control for Thermal Management Systems

The increasing electrical and thermal loads on-board of air vehicles, driven largely by the trend of electrification, present a significant challenge to the design and operation of thermal management systems. We propose in this paper a successive linearization algorithm for dynamical model-based con...

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Vydané v:2018 Annual American Control Conference (ACC) s. 1540 - 1545
Hlavní autori: El Chamie, Mahmoud, Fu Lin
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: AACC 01.06.2018
Predmet:
Aircraft
Fuels
Mathematical model
Nonlinear dynamical systems
Optimal control
Temperature control
Thermal management
ISSN:2378-5861
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Shrnutí:The increasing electrical and thermal loads on-board of air vehicles, driven largely by the trend of electrification, present a significant challenge to the design and operation of thermal management systems. We propose in this paper a successive linearization algorithm for dynamical model-based control of aircraft thermal management systems. Successive linearization provides a systematic approach to generate linearization trajectories for the nonlinear dynamics by successively solving convex optimization-based optimal control problems. The proposed algorithm overcomes the challenges associated with real-time optimal control for aircraft thermal management system with respect to the nonlinear dynamics where a steady-state linearization trajectory might not capture the actual system dynamics. We demonstrate the effectiveness of the proposed technique on the control of an aircraft fuel thermal management system example.
ISSN:2378-5861
DOI:10.23919/ACC.2018.8430875