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Cause analysis of representative troubles at distillation tower using discriminant analysis

Okitsu, J. and Matsuo, T. and Yamamoto, H. and Zabiri, H.B. and Tufa, L.D. and Ramasamy, M. (2018) Cause analysis of representative troubles at distillation tower using discriminant analysis. IEEE International Conference on Industrial Engineering and Engineering Management, 2017-D . pp. 1901-1905.

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Official URL: https://www.scopus.com/inward/record.uri?eid=2-s2....

Abstract

In order to improve crude distillation unit (CDU) operating efficiency, a cause analysis method to identify CDU anomalies based on discriminant analysis was proposed. The method identifies sensors in CDU that behave different between during anomaly and normal period using discriminant analysis. To detect cause of troubles with the identified sensors, category table to categorize sensors based on domain knowledge and statistical analysis using histogram were introduced. Binary distillation experiments using a mixture of ethanol and water carried out on test equipment at Universiti Teknologi PETRONAS (UTP) confirmed that the method could detect causes in 6 troubles out of total 7 heat exchanger related troubles that were experimented in the equipment. © 2017 IEEE.

Item Type:Article
Impact Factor:cited By 0; Conference of 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017 ; Conference Date: 10 December 2017 Through 13 December 2017; Conference Code:134633
Uncontrolled Keywords:Discriminant analysis; Distillation; Equipment testing; Heat exchangers, Analysis method; Binary distillation; cause analysis; Crude distillation units; Distillation towers; Domain knowledge; Operating efficiency; Test equipments, Distillation equipment
ID Code:21770
Deposited By: Ahmad Suhairi
Deposited On:14 Aug 2018 00:45
Last Modified:14 Aug 2018 00:45

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