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Computational Intelligence Powered Experimental Test on Energy Consumption Characteristics of Cold-Water Phase-Change
Ronghua Wu1,2, Hao Yu2, Ying Xu3
1College of Mechanical and Electrical Engineering, Qingdao University, Qingdao 266071, Shandong, China.
Computational Intelligence and Neuroscience
|September 16, 2022
Summary
This study analyzes the energy consumption of cold-water phase change heat pump systems. Optimized deicing and melting processes can improve the effective coefficient of performance (COP) for wider future applications.
Area of Science:
- Energy Science
- Thermodynamics
- Mechanical Engineering
Background:
- Phase change heat pump systems are crucial for efficient thermal management.
- Understanding energy consumption characteristics is key to optimizing system performance.
- Deicing capabilities significantly impact the overall efficiency of cold-water systems.
Purpose of the Study:
- To investigate the energy consumption characteristics of a cold-water phase change heat pump system.
- To analyze the influence of deicing energy consumption on the effective energy efficiency ratio.
- To evaluate the primary energy utilization ratio and coefficient of performance (COP).
Main Methods:
- Design and construction of an experimental cold-water phase change heat pump system.
- Analysis of deicing energy consumption and unit energy consumption using computational intelligence.
- Calculation of the primary energy utilization ratio and effective COP.
Main Results:
- The deicing capacity was found to be approximately 0.135.
- The primary energy utilization ratio was calculated to be around 1.145.
- The unit's COP ranged from 2.8 to 3.2, with an effective COP between 2.42 and 2.76 after considering deicing energy consumption.
Conclusions:
- The cold-water phase change heat pump system demonstrates potential for wide future application.
- Optimization of ice-making and melting processes is recommended to enhance the effective COP.
- Reducing heat loss and power loss during phase transitions is critical for improved efficiency.
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