Multi-objective optimization for the proper selection of the best heat pump technology in a fuel cell-heat pump micro-CHP system
Многокритериальная оптимизация для обоснованного выбора наилучшей технологии теплового насоса в микрокогенерационной системе на основе топливного элемента и теплового насоса
2020-02-03
SCID: 54.1/su3jq4de
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fuel cell-based micro-CHPheat pump technologymulti-objective optimizationsunflower optimization algorithmvapor compression cycle
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Abstract (AI)
In this paper, a new multi-objective technique has been proposed for optimal analysis of three different candidate heat pump solutions including the vapor compression cycle (VCC), trans-critical R744 cycle, and Peltier device to determine which one gives the best configuration and better performance on a hybrid heat pump and fuel cell-based micro-CHP system. Here, a sunflower optimization algorithm is utilized to provide two different objectives: minimizing the combined yearly maintenance and capital costs and maximizing the performance of the hydrogen energy consumption. Simulation results show that using the VCC, according to its efficient and low-cost characteristics for cell stack and lithium battery maintenance, gives the best solution for the presented hybrid system.
Key Findings
1
A multi-objective optimization method evaluates vapor compression, trans-critical R744, and Peltier heat pump technologies for fuel cell–heat pump micro-CHP systems.
2
Among the evaluated technologies, the vapor compression cycle provides the best overall configuration because of its efficient and low-cost cell-stack and lithium-battery maintenance.
3
The study identifies vapor compression as the preferred heat pump technology for the investigated hybrid fuel cell–heat pump micro-CHP system.
4
The sunflower optimization algorithm simultaneously minimizes annualized maintenance and capital costs while maximizing hydrogen energy-consumption performance.
Research Object
hybrid fuel cell–heat pump micro-CHP system with alternative heat pump technologies (VCC, trans-critical R744 cycle, and Peltier device)
Research Subject
multi-objective selection and optimization of heat pump technology based on annual maintenance and capital costs and hydrogen-energy-consumption performance
Publication Details
Publication Date
2020-02-03
Journal
Energy Reports
Publisher
Elsevier BV
ISSN
2352-4847
Cited by
156
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