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Operation Management of More-Electric Aircraft Using Two-stage Stochastic Model Predictive Control
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| Author(s) |
Xin WANG, Najmeh BAZMOHAMMADI, JASON ATKIN, Serhiy BOZHKO, Juan C. VASQUEZ, Josep M. GUERRERO |
| Abstract |
This paper proposes a two-stage stochastic model predictive control (SMPC) for the operation management of more electric aircraft (MEA). The goal is to minimize load shedding and switching activities in the system, considering the uncertainty of load profile, while optimally charging/discharging the battery-based energy storage system (BESS). In addition, several performance evaluation criteria are introduced to evaluate the effectiveness of the proposed approach. According to the results obtained in 50 random scenarios, SMPC leads to less loadshedding time, higher stored energy levels, and lower uncertainty compensation costs compared to its deterministic counterpart. |
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| Filename: | 0487-epe2023-full-10294833.pdf |
| Filesize: | 1.043 MB |
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| Type |
Members Only |
| Date |
Last modified 2023-09-24 by System |
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