Please use this identifier to cite or link to this item: https://doi.org/10.1205/026387600527518
Title: Multiple-objective based model predictive control of pulse jet fabric filters
Authors: Ju, J. 
Chiu, M.-S. 
Tien, C. 
Keywords: Model predictive control
Multiple-objective optimization
Pulse jet fabric filter
Issue Date: May-2000
Source: Ju, J., Chiu, M.-S., Tien, C. (2000-05). Multiple-objective based model predictive control of pulse jet fabric filters. Chemical Engineering Research and Design 78 (4) : 581-589. ScholarBank@NUS Repository. https://doi.org/10.1205/026387600527518
Abstract: With the increasingly stringent emissions regulations of fine particulates and air toxics, pulse jet fabric filters have become an attractive particulate collection option for utilities. Despite their wide application, the present control algorithm used in fabric filtration systems can best be described as rudimentary. In this paper, a model predictive control (MPC) technique is employed owing to its distinct advantages. Unlike its conventional counterpart, the proposed MPC algorithm takes the economic factor into consideration, which is formulated in a multiple-objective optimization framework. To avoid the local optimum, a global optimization technique is incorporated into the proposed MPC design. Simulation results show that the proposed multiple-objective optimization based MPC design method is especially suitable to the pulse jet fabric filtration process, where the set point change and process disturbance occur frequently.
Source Title: Chemical Engineering Research and Design
URI: http://scholarbank.nus.edu.sg/handle/10635/66701
ISSN: 02638762
DOI: 10.1205/026387600527518
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

7
checked on Dec 6, 2017

WEB OF SCIENCETM
Citations

4
checked on Nov 22, 2017

Page view(s)

24
checked on Dec 10, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.