Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems
The latent heat storage of phase change materials (PCMs) can be used in refrigeration and air conditioning systems. Storing cool energy during the nighttime (off-peak hours) and releasing the cool energy during the daytime (on-peak hours) to reduce the number of starts of the chiller and pumps is a...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-12-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/17/1/63 |
| _version_ | 1797358867315687424 |
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| author | Shun-Hsiung Peng Shang-Lien Lo |
| author_facet | Shun-Hsiung Peng Shang-Lien Lo |
| author_sort | Shun-Hsiung Peng |
| collection | DOAJ |
| description | The latent heat storage of phase change materials (PCMs) can be used in refrigeration and air conditioning systems. Storing cool energy during the nighttime (off-peak hours) and releasing the cool energy during the daytime (on-peak hours) to reduce the number of starts of the chiller and pumps is a practical approach for achieving energy saving and carbon reduction. Therefore, selecting PCMs is vital for improving energy efficiency and preventing future energy shortages. However, selecting PCMs is complicated by their unique characteristics and types. The purpose of this study was to establish a PCM selection model by combining the Delphi, analytic hierarchy process (AHP), and VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) methods to select the optimal PCM type applied in cold storage. A numerical example was used to verify the model’s usability, confirming that A9 is the optimal PCM for the cold storage of an air conditioning system. This three-stage PCM selection model combining the Delphi, AHP, and VIKOR approaches provides a more suitable selection model and considers the selection method of material criteria. Moreover, it can solve the problem of difficult PCM selection. Simultaneously, it considers mechanisms to incorporate a company’s primary considerations into material selection for real-world applications. These results can facilitate material evaluation and selection during system design and material qualification, helping companies achieve the goals of energy saving, carbon reduction, and sustainable management in the future. |
| first_indexed | 2024-03-08T15:08:27Z |
| format | Article |
| id | doaj.art-68cd33bdd81c47ecb4fe2fe83e742514 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-08T15:08:27Z |
| publishDate | 2023-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-68cd33bdd81c47ecb4fe2fe83e7425142024-01-10T14:55:39ZengMDPI AGEnergies1996-10732023-12-011716310.3390/en17010063Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning SystemsShun-Hsiung Peng0Shang-Lien Lo1Graduate Institute of Environmental Engineering, National Taiwan University, 71, Chou-Shan Rd., Taipei 106, TaiwanGraduate Institute of Environmental Engineering, National Taiwan University, 71, Chou-Shan Rd., Taipei 106, TaiwanThe latent heat storage of phase change materials (PCMs) can be used in refrigeration and air conditioning systems. Storing cool energy during the nighttime (off-peak hours) and releasing the cool energy during the daytime (on-peak hours) to reduce the number of starts of the chiller and pumps is a practical approach for achieving energy saving and carbon reduction. Therefore, selecting PCMs is vital for improving energy efficiency and preventing future energy shortages. However, selecting PCMs is complicated by their unique characteristics and types. The purpose of this study was to establish a PCM selection model by combining the Delphi, analytic hierarchy process (AHP), and VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) methods to select the optimal PCM type applied in cold storage. A numerical example was used to verify the model’s usability, confirming that A9 is the optimal PCM for the cold storage of an air conditioning system. This three-stage PCM selection model combining the Delphi, AHP, and VIKOR approaches provides a more suitable selection model and considers the selection method of material criteria. Moreover, it can solve the problem of difficult PCM selection. Simultaneously, it considers mechanisms to incorporate a company’s primary considerations into material selection for real-world applications. These results can facilitate material evaluation and selection during system design and material qualification, helping companies achieve the goals of energy saving, carbon reduction, and sustainable management in the future.https://www.mdpi.com/1996-1073/17/1/63phase change materialcold storagemulti-criteria decision makingDelphi methodanalytic hierarchy process methodVIKOR method |
| spellingShingle | Shun-Hsiung Peng Shang-Lien Lo Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems Energies phase change material cold storage multi-criteria decision making Delphi method analytic hierarchy process method VIKOR method |
| title | Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems |
| title_full | Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems |
| title_fullStr | Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems |
| title_full_unstemmed | Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems |
| title_short | Hybrid (Optimal) Selection Model for Phase Change Materials Used in the Cold Energy Storage of Air Conditioning Systems |
| title_sort | hybrid optimal selection model for phase change materials used in the cold energy storage of air conditioning systems |
| topic | phase change material cold storage multi-criteria decision making Delphi method analytic hierarchy process method VIKOR method |
| url | https://www.mdpi.com/1996-1073/17/1/63 |
| work_keys_str_mv | AT shunhsiungpeng hybridoptimalselectionmodelforphasechangematerialsusedinthecoldenergystorageofairconditioningsystems AT shanglienlo hybridoptimalselectionmodelforphasechangematerialsusedinthecoldenergystorageofairconditioningsystems |