System-wide Control of Iron-salts Addition in Urban Wastewater Systems to Achieve Optimal Management

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Transforming Data into Actionable Knowledge for Fault Detection, Diagnosis and Prognosis in Urban Wastewater Systems with AI Techniques: A Review

Auteurs: Yiqi Liu, Pedram Ramin, Xavier Flores-Alsina, Krist V. Gernaey
Publié dans: Frontiers in Environmental Science, Numéro under review, 2022, ISSN 2296-665X
Éditeur: Frontiers

A Semi-supervised Soft-sensor of Just-in-time Learning with Structure Entropy Clustering and Applications for Industrial Processes Monitoring

Auteurs: Dong Li, Yiqi Liu, Daoping Huang
Publié dans: IEEE transactions on artificial intelligence, Numéro under review, 2022, ISSN 2691-4581
Éditeur: IEEE

Process Monitoring of Quality-Related Variables in Wastewater Treatment Using Kalman-Elman Neural Network-Based Soft-Sensor Modeling

Auteurs: Yiqi Liu,Longhua Yuan,Dong Li,Yan Li,Daoping Huang
Publié dans: Water, Numéro Received: 24 November 2021 / Revised: 11 December 2021 / Accepted: 15 December 2021 / Published: 20 December 2021, 2021, ISSN 2073-4441
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/w13243659

A Supervised Bidirectional Long Short-Term Memory Network for Data-Driven Dynamic Soft Sensor Modeling

Auteurs: Chun Fai Lui; Yiqi Liu; Min Xie
Publié dans: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Numéro 22 February 2022, 2022, Page(s) 1-13, ISSN 0018-9456
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tim.2022.3152856

Monitoring and Predicting of N2O Emissions in Wastewater Treatment Plants with Adaptive Data-driven Soft-sensors

Auteurs: Yiqi Liu, Pedram Ramin, Xavier Flores-Alsina, Krist V. Gernaey
Publié dans: IWA World Water Congress & Exhibition, Numéro accepted, 2022
Éditeur: IWA Publishing

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