Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort
As an important resource on the demand side, air-conditioning load can flexibly participate in the power system and promote new energy consumption. In the process of air-conditioning load scheduling, there are differences in thermal comfort requirements and scheduling potential among different users...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Electric Power Engineering Technology
2023-07-01
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| Series: | 电力工程技术 |
| Subjects: | |
| Online Access: | https://www.epet-info.com/dlgcjsen/article/abstract/220901250 |
| _version_ | 1827894567451492352 |
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| author | ZHANG Yong LI Ning DING Haohui LU Moyuan TANG Difei WANG Qi |
| author_facet | ZHANG Yong LI Ning DING Haohui LU Moyuan TANG Difei WANG Qi |
| author_sort | ZHANG Yong |
| collection | DOAJ |
| description | As an important resource on the demand side, air-conditioning load can flexibly participate in the power system and promote new energy consumption. In the process of air-conditioning load scheduling, there are differences in thermal comfort requirements and scheduling potential among different users. How to satisfy the user differentiated thermal comfort and tap their scheduling potential is a difficult problem to consider. In response to the above problem, the thermal comfort model is firstly introduced to comprehensively quantify the user′s thermal comfort experience. Secondly, according to the human parameters in the thermal comfort model, the K-means clustering method is used to divide the user groups with different characteristics of thermal tolerance. On this basis, the air-conditioning direct load control strategy based on user differentiated thermal comfort is proposed and validated by simulation. The example analysis shows that, compared with the traditional strategy, the strategy proposed in this paper fully taps the scheduling potential of different user groups on the basis of completing the consumption task, and guarantees the thermal comfort of them. |
| first_indexed | 2024-03-12T22:09:16Z |
| format | Article |
| id | doaj.art-a5eb6e59ab6346e590ffc7675ef36808 |
| institution | Directory Open Access Journal |
| issn | 2096-3203 |
| language | zho |
| last_indexed | 2024-03-12T22:09:16Z |
| publishDate | 2023-07-01 |
| publisher | Editorial Department of Electric Power Engineering Technology |
| record_format | Article |
| series | 电力工程技术 |
| spelling | doaj.art-a5eb6e59ab6346e590ffc7675ef368082023-07-24T03:18:37ZzhoEditorial Department of Electric Power Engineering Technology电力工程技术2096-32032023-07-0142413314010.12158/j.2096-3203.2023.04.014220901250Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfortZHANG Yong0LI Ning1DING Haohui2LU Moyuan3TANG Difei4WANG Qi5School of NARI Electrical Engineering and Automation, Nanjing Normal University, Nanjing 210046, ChinaState Grid Wenzhou Power Supply Company of Zhejing Electric Power Co., Ltd., Wenzhou 325000, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, ChinaSchool of NARI Electrical Engineering and Automation, Nanjing Normal University, Nanjing 210046, ChinaSchool of NARI Electrical Engineering and Automation, Nanjing Normal University, Nanjing 210046, ChinaSchool of NARI Electrical Engineering and Automation, Nanjing Normal University, Nanjing 210046, ChinaAs an important resource on the demand side, air-conditioning load can flexibly participate in the power system and promote new energy consumption. In the process of air-conditioning load scheduling, there are differences in thermal comfort requirements and scheduling potential among different users. How to satisfy the user differentiated thermal comfort and tap their scheduling potential is a difficult problem to consider. In response to the above problem, the thermal comfort model is firstly introduced to comprehensively quantify the user′s thermal comfort experience. Secondly, according to the human parameters in the thermal comfort model, the K-means clustering method is used to divide the user groups with different characteristics of thermal tolerance. On this basis, the air-conditioning direct load control strategy based on user differentiated thermal comfort is proposed and validated by simulation. The example analysis shows that, compared with the traditional strategy, the strategy proposed in this paper fully taps the scheduling potential of different user groups on the basis of completing the consumption task, and guarantees the thermal comfort of them.https://www.epet-info.com/dlgcjsen/article/abstract/220901250new energy consumptionair-conditioning loadthermal comfort modelk-means clusteringdifferentiated thermal comfortscheduling potential |
| spellingShingle | ZHANG Yong LI Ning DING Haohui LU Moyuan TANG Difei WANG Qi Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort 电力工程技术 new energy consumption air-conditioning load thermal comfort model k-means clustering differentiated thermal comfort scheduling potential |
| title | Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort |
| title_full | Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort |
| title_fullStr | Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort |
| title_full_unstemmed | Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort |
| title_short | Air-conditioning load aggregation scheduling strategy based on user differentiated thermal comfort |
| title_sort | air conditioning load aggregation scheduling strategy based on user differentiated thermal comfort |
| topic | new energy consumption air-conditioning load thermal comfort model k-means clustering differentiated thermal comfort scheduling potential |
| url | https://www.epet-info.com/dlgcjsen/article/abstract/220901250 |
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