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基于软测量技术的先进控制在精馏塔上的应用 被引量:12

APPLICATION OF ADVANCED CONTROL SCHEME BASED ON SOFT-SENSOR IN DISTILLATION COLUMN
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摘要 In this paper, the control of a butadiene distillation column is discussed and improved. At first, a neural network soft-sensor instrument of product quality was built based on abundant on-the-spot data collected by DCS and simulated data obtained by a theoretical model. Then, an inferential control scheme based on the soft-sensor was designed. By increasing logic and expert controllers in the inferential control arithmetic, the robustness of the system was enhanced. The practical application showed that the scheme could run smoothly over a long period and realized close-loop control of product quality. The control of a butadiene distillation column is discussed and improved. At first, a neural network soft-sensor instrument of product quality was built based on abundant on-the-spot data collected by DCS and simulated data were obtained by a theoretical model. Then, an inferential control scheme based on the soft-sensor was designed. By increasing logic and expert controllers in the inferential control arithmetic, the robustness of the system was enhanced. The practical application showed that the scheme could run smoothly over a long period and realized close-loop control of product quality.
出处 《化工学报》 EI CAS CSCD 北大核心 2004年第2期331-334,共4页 CIESC Journal
关键词 工业精馏塔 神经网络 软测量 推断控制 Neural networks Quality control
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