Transforming Data into Actionable Knowledge for Fault Detection, Diagnosis and Prognosis in Urban Wastewater Systems with AI Techniques: A Review
Author(s):
Yiqi Liu, Pedram Ramin, Xavier Flores-Alsina, Krist V. Gernaey
Published in:
Frontiers in Environmental Science, Issue under review, 2022, ISSN 2296-665X
Publisher:
Frontiers
A Semi-supervised Soft-sensor of Just-in-time Learning with Structure Entropy Clustering and Applications for Industrial Processes Monitoring
Author(s):
Dong Li, Yiqi Liu, Daoping Huang
Published in:
IEEE transactions on artificial intelligence, Issue under review, 2022, ISSN 2691-4581
Publisher:
IEEE
Process Monitoring of Quality-Related Variables in Wastewater Treatment Using Kalman-Elman Neural Network-Based Soft-Sensor Modeling
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Author(s):
Yiqi Liu,Longhua Yuan,Dong Li,Yan Li,Daoping Huang
Published in:
Water, Issue Received: 24 November 2021 / Revised: 11 December 2021 / Accepted: 15 December 2021 / Published: 20 December 2021, 2021, ISSN 2073-4441
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/w13243659
A Supervised Bidirectional Long Short-Term Memory Network for Data-Driven Dynamic Soft Sensor Modeling
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Author(s):
Chun Fai Lui; Yiqi Liu; Min Xie
Published in:
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Issue 22 February 2022, 2022, Page(s) 1-13, ISSN 0018-9456
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tim.2022.3152856
