Research on Time-Sharing ZIP Load Modeling Based on Linear BP Network
文献类型：会议论文
| 作者 | Wang KK(王侃侃); Huang HX(黄海新) ; Zang CZ(臧传治)
|
| 出版日期 | 2013 |
| 会议名称 | 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC) |
| 会议日期 | August 26-27, 2013 |
| 会议地点 | Hangzhou, China |
| 关键词 | ZIP load model time-sharing modeling all-day modeling Linear-BP network parameters identification |
| 页码 | 37-41 |
| 中文摘要 | Classic load model is conservative and inaccurate by only considering constant power load model, but actual situation can be described more precisely by using ZIP load model. The different load rate based on ZIP load model has a serious impact on static voltage stability. Due to the timevarying load rate, time-sharing modeling, which is identified for every 20 minutes in a day, can describe the variation of different load rate for the whole day more accurate than allday modeling, which is identified once by using all data in a day. In this paper, all-day ZIP load model and time-sharing ZIP load model are established respectively in order to justify the effectiveness of time-sharing ZIP load modeling. By using Linear-BP network, the model parameters can be identified more easily and precisely. A case study is performed by using data from Dalian University of Technology. The results verify that this network is more suitable to ZIP model parameters identification. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 978-0-7695-5011-4 |
| 源URL | [http://ir.sia.cn/handle/173321/13884]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 推荐引用方式 GB/T 7714 | Wang KK,Huang HX,Zang CZ. Research on Time-Sharing ZIP Load Modeling Based on Linear BP Network[C]. 见:2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC). Hangzhou, China. August 26-27, 2013. |
入库方式： OAI收割
来源：沈阳自动化研究所
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