Industrial applications of advanced control techniques
文献类型：期刊论文
| 作者 | Liu, GP |
| 刊名 | JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY
 |
| 出版日期 | 2003-09-01 |
| 卷号 | 10期号:3页码:265-271 |
| 关键词 | optimal-tuning control neural predictive control real-time control hydraulic system combustor |
| 英文摘要 | This paper discusses two industrial control applications using advanced control techniques. They are the optimal-tuning nonlinear PID control of hydraulic systems and the neural predictive control of combustor acoustic of gas turbines. For hydraulic control systems, an optimal PID controller with inverse of dead zone is introduced to overcome the dead zone and is designed to satisfy desired time-domain performance requirements. Using the adaptive model, an optimal-tuning PID control scheme is proposed to provide optimal PID parameters even in the case where the system dynamics is time variant. For combustor acoustic control of gas turbines, a neural predictive control strategy is presented, which consists of three parts: an output model, output predictor and feedback controller. The output model of the combustor acoustic is established using neural networks to predict the output and overcome the time delay of the system, which is often very large, compared with the sampling period. The output-feedback controller is introduced which uses the output of the predictor to suppress instability in the combustion process. The above control strategies are implemented in the SIMULINK/dSPACE controller development environment. Their performance is evaluated on the industrial hydraulic test rig and the industrial combustor test rig. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Metallurgy & Metallurgical Engineering |
| 研究领域[WOS] | Metallurgy & Metallurgical Engineering |
| 关键词[WOS] | NEURAL NETWORKS ; COMBUSTION SYSTEMS ; PREDICTIVE CONTROL ; NONLINEAR-SYSTEMS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000185709200021 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9919]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China 2.Univ Nottingham, Nottingham NG7 2RD, England |
| 推荐引用方式 GB/T 7714 | Liu, GP. Industrial applications of advanced control techniques[J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY,2003,10(3):265-271. |
| APA | Liu, GP.(2003).Industrial applications of advanced control techniques.JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY,10(3),265-271. |
| MLA | Liu, GP."Industrial applications of advanced control techniques".JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY 10.3(2003):265-271. |
入库方式： OAI收割
来源：自动化研究所
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