Agent based fault detection using negative selection algorithm for chemical processes

Naoki Kimura; Yuya Takeda; Taichi Hasegawa; Yoshifumi Tsuge

doi:10.1109/ADCONIP.2017.7983822

Agent based fault detection using negative selection algorithm for chemical processes

Naoki Kimura, Yuya Takeda, Taichi Hasegawa, Yoshifumi Tsuge

Product system engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

In this study, a fault detection system for a chemical processes using agent and negative selection algorithm was proposed. The operational data using dynamic plant simulator were obtained to verify the effectiveness of our method. The simulations of fault detection were carried out. And also the results of simulation are presented in this paper.

Original language	English
Title of host publication	2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	448-452
Number of pages	5
ISBN (Electronic)	9781509043972
DOIs	https://doi.org/10.1109/ADCONIP.2017.7983822
Publication status	Published - Jul 18 2017
Event	6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017 - Taipei, Taiwan, Province of China Duration: May 28 2017 → May 31 2017

Other

Other	6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017
Country	Taiwan, Province of China
City	Taipei
Period	5/28/17 → 5/31/17

All Science Journal Classification (ASJC) codes

Process Chemistry and Technology
Industrial and Manufacturing Engineering
Control and Optimization
Modelling and Simulation

Access to Document

10.1109/ADCONIP.2017.7983822

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Cite this

Agent based fault detection using negative selection algorithm for chemical processes. / Kimura, Naoki; Takeda, Yuya; Hasegawa, Taichi; Tsuge, Yoshifumi.

2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 448-452 7983822.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kimura, N, Takeda, Y, Hasegawa, T & Tsuge, Y 2017, Agent based fault detection using negative selection algorithm for chemical processes. in 2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017., 7983822, Institute of Electrical and Electronics Engineers Inc., pp. 448-452, 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017, Taipei, Taiwan, Province of China, 5/28/17. https://doi.org/10.1109/ADCONIP.2017.7983822

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