Investigation of cascade high temperature heat pump optimal design theory based on experiment supporting multi-objective optimization. (1st September 2022)
- Record Type:
- Journal Article
- Title:
- Investigation of cascade high temperature heat pump optimal design theory based on experiment supporting multi-objective optimization. (1st September 2022)
- Main Title:
- Investigation of cascade high temperature heat pump optimal design theory based on experiment supporting multi-objective optimization
- Authors:
- Dong, Shengming
Meng, Xiangcai
Hu, Xiaowei
Sun, Zhili
Wang, Huoda
Luo, Yao - Abstract:
- Highlights: Heat transfer characteristics are analyzed based on experiment results. Multi-objective optimization model is applied to systematic design. A design method considering economic and thermodynamic performances is proposed. Six design conditions for cascade high temperature heat pump are investigated. Condenser and evaporator occupies largest and smallest cost ratio. Abstract: Cascade high temperature heat pump has been drawing wide attention due to its impressive application prospects to upgrade the low temperature heat. However, the relatively high initial cost has been hindering its application. Therefore, a refined design theory considering both thermodynamic performance and economic performance has been proposed. Herein, multi-objective optimization model with the improved non-dominated sorting genetic algorithm was adopted to determine the key design parameters: evaporation temperature and condensation temperature. The cost of per exergy output and initial cost of per heat capacity were cited as objective functions. Based on the Pareto fronts and the technique for order preference by similarity to an ideal solution method, the most favorable evaporation temperature and condensation temperature were determined. For the working condition of constant heat source temperature and different output water temperatures, the optimal evaporation and condensation temperatures were 15.27 °C and 101.93 °C, 13.06 °C and 111.77 °C, 11.44 °C and 121.58 °C, which denoted thatHighlights: Heat transfer characteristics are analyzed based on experiment results. Multi-objective optimization model is applied to systematic design. A design method considering economic and thermodynamic performances is proposed. Six design conditions for cascade high temperature heat pump are investigated. Condenser and evaporator occupies largest and smallest cost ratio. Abstract: Cascade high temperature heat pump has been drawing wide attention due to its impressive application prospects to upgrade the low temperature heat. However, the relatively high initial cost has been hindering its application. Therefore, a refined design theory considering both thermodynamic performance and economic performance has been proposed. Herein, multi-objective optimization model with the improved non-dominated sorting genetic algorithm was adopted to determine the key design parameters: evaporation temperature and condensation temperature. The cost of per exergy output and initial cost of per heat capacity were cited as objective functions. Based on the Pareto fronts and the technique for order preference by similarity to an ideal solution method, the most favorable evaporation temperature and condensation temperature were determined. For the working condition of constant heat source temperature and different output water temperatures, the optimal evaporation and condensation temperatures were 15.27 °C and 101.93 °C, 13.06 °C and 111.77 °C, 11.44 °C and 121.58 °C, which denoted that the optimal condensation temperature increased along with the output water temperature but the differences between them were kept with a rather small range. For the working condition of constant output water temperature and different heat source temperatures, the optimal evaporation temperature and condensation temperature were 11.21 °C, 11.44 °C, 11.95 °C and 121.8 °C, 121.58 °C, 122.03 °C, respectively. Conclusion that optimal design evaporation temperature and condensation temperature were barely influenced by the heat source temperature could be drawn. … (more)
- Is Part Of:
- Energy conversion and management. Volume 267(2022)
- Journal:
- Energy conversion and management
- Issue:
- Volume 267(2022)
- Issue Display:
- Volume 267, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 267
- Issue:
- 2022
- Issue Sort Value:
- 2022-0267-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-09-01
- Subjects:
- Cascade high temperature heat pump -- MOO -- Optimal design parameter -- Economic performance
Direct energy conversion -- Periodicals
Energy storage -- Periodicals
Energy transfer -- Periodicals
Énergie -- Conversion directe -- Périodiques
Direct energy conversion
Periodicals
621.3105 - Journal URLs:
- http://www.sciencedirect.com/science/journal/01968904 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.enconman.2022.115873 ↗
- Languages:
- English
- ISSNs:
- 0196-8904
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3747.547000
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