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The application of neural network soft sensor technology to an advanced control system of distillation operation

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4 Author(s)
Bo, C.M. ; Coll. of Autom., Nanjing Univ. of Technol., China ; Li, J. ; Sun, C.Y. ; Wang, Y.R.

For successful monitoring and controlling chemical process, an accurate on-line measurement of important quality variables is essential. However, these variables usually are difficult to measure on-line due to the limitations such as the time delay, high cost and reliability, so they cannot be directly close-loop controlled. In view of the problem above existing in an industry distillation column, a new design methodology is proposed. At first, an adaptive soft sensor instrument based on neural network technology was constructed as an alternative for the physical sensors. Then, the soft-instrument is correctly applied to an advanced control system and run successfully on DCS equipment. The data measured online show the control system has realized the quality close-loop control very well.

Published in:

Neural Networks, 2003. Proceedings of the International Joint Conference on  (Volume:2 )

Date of Conference:

20-24 July 2003

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