Enhancing performance of multi-pressure evaporation organic Rankine Cycle/Supercritical Carbon Dioxide Brayton cycle through genetic algorithm and Machine learning optimization

Energy Conversion and Management(2024)

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摘要
•• Two novel multi-pressure evaporation Brayton combined cycles are proposed.•• Detailed modeling is conducted based on a one-dimensional radial turbine.•• Machine learning is employed to streamline the cycle simulations and improve speed.•• Genetic algorithm is utilized for multi-objective cycle optimization.•• Detailed analysis of the proposed cycles, based on thermal and exergy, is conducted.
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关键词
SCO2 Brayton combined cycle,Multi-pressure evaporation,organic Rankine cycle,Machine learning,Genetic algorithms,Performance enhancement
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