| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 496305 | Applied Soft Computing | 2012 | 9 Pages |
Abstract
⺠A combination modeling method composed of ELM, ANFIS and PS-ABC is proposed. ⺠Extreme learning machine (ELM) is used to build a global model. ⺠Adaptive neuro-fuzzy inference system (ANFIS) is applied to compensate output errors of ELM model. ⺠PS-ABC, a modified hybrid artificial bee colony algorithm, is adopted to optimize input weights and bias of ELM. ⺠The proposed method is applied to a 300 WM coal-fired boiler.
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Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Guoqiang Li, Peifeng Niu, Chao Liu, Weiping Zhang,