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Keywords: reinforcement learning
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Proceedings Papers

Reinforcement Learning Based Control of an Organic Rankine Cycle Waste Heat Recovery System Over a Drive Cycle for Heavy-Duty Diesel Engines

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Daniel Egan, Bin Xu, Qilun Zhu, Robert Prucka
Proc. ASME. ICEF2022, ASME 2022 ICE Forward Conference, V001T04A008, October 16–19, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2022-94827
https://doi.org/10.1115/ICEF2022-94827
... such as model predictive control or dynamic programming. If the model is switched to a control oriented moving boundary model (MBM) the ability to govern the warmup and cool-down operating regimes is eliminated. This research proposes the use of a model-free reinforcement learning (RL) algorithm to create...
View Paper titled, Reinforcement Learning Based Control of an Organic Rankine Cycle Waste Heat Recovery System Over a Drive Cycle for Heavy-Duty Diesel Engines
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Topics: Cycles, Diesel engines, Heat recovery, Organic Rankine cycle, Reinforcement learning