Online anomaly detection of distillation tower system using adaptive resonance theory

• Main Authors: Hori, Y., Yamamoto, H., Suzuki, T., Okitsu, J., Nakamura, T., Maeda, T., Matsuo, T., Bt Zabiri, H., Tufa, L.D., Marappagounder, R.
• Format: Article
• Published: Society of Chemical Engineers, Japan 2017
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021771504&doi=10.1252%2fjcej.16we360&partnerID=40&md5=16b24700ec35c605987056f6ef0e5875; http://eprints.utp.edu.my/19754/

An anomaly detection system based on adaptive response theory (ART) for industrial plants was proposed. The detection system has several ART applied to subsystems of the plant to narrow down the cause of the anomalies. An examination of online anomaly detection tests on whether or not the proposed s...