文章基本信息

标题：Hybrid model based control for membrane filtration process
本地全文：下载
作者：Lester Lik Teck Chan ; Chen-Pei Chou ; Junghui Chen 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2016
卷号：49
期号：7
页码：1085-1090
DOI：10.1016/j.ifacol.2016.07.347
语种：English
出版社：Elsevier
摘要：Membrane fouling can affect the performance of the membrane-based filtration for water treatment. Fouling thus increases operational costs. This work presents a modeling framework that combine first principle model with Gaussian process model that aims to reduce the energy load affected by the effect of fouling on the system. Based on the expected improvement algorithm, an optimization control is proposed to handle the long duration of the operation to achieve the most economical operation in term of energy load.
关键词：model based controliterative improvementoptimizationuncertaintyvariance