Designing a fault detection classifier framework for an industrial dynamic ultrafiltration membrane process using wavelet-based feature analysis

Dual attention bidirectional generative adversarial network for dynamic uncertainty process monitoring and diagnosis

(2023) Xujia Tang et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Oilfield-produced water treatment using conventional and membrane-based technologies for beneficial reuse: A critical review

(2022) Ojo Samuel et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A wavelet feature-based neural network approach to estimate electrical arc characteristics

(2022) Mahshid Farzanehdehkordi et al.   ELECTRIC POWER SYSTEMS RESEARCH

Theory of oil fouling for microfiltration and ultrafiltration membranes in produced water treatment

(2022) Ettore Virga et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Membrane fouling diagnosis of membrane components based on multi-feature information fusion

(2022) Yaoke Shi et al.   JOURNAL OF MEMBRANE SCIENCE

A novel deep learning model based on target transformer for fault diagnosis of chemical process

(2022) Zhenchao Wei et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A Comprehensive Review on Membrane Fouling: Mathematical Modelling, Prediction, Diagnosis, and Mitigation

(2021) Nour AlSawaftah et al.   Water

Process topology convolutional network model for chemical process fault diagnosis

(2021) Deyang Wu et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Integrating Feature Optimization using a Dynamic Convolutional Neural Network for Chemical Process Supervised Fault Classification

(2021) Lu Deng et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Mechanistic insights into the membrane fouling mechanism during ultrafiltration of high-concentration proteins via in-situ electrical impedance spectroscopy (EIS)

(2021) Henry J. Tanudjaja et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Long-term performance evaluation of granular activated carbon fluidization and biogas sparging in anaerobic fluidized bed membrane bioreactor: Membrane fouling and micropollutant removal

(2021) Jiwoo Lee et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A deep learning model for process fault prognosis

(2021) Rajeevan Arunthavanathan et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A novel orthogonal self-attentive variational autoencoder method for interpretable chemical process fault detection and identification

(2021) Xiaotian Bi et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Integrated model predictive fault-tolerant control, and fault detection based on the parity space approach for a reverse osmosis desalination unit

(2020) Reza Mehrad et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Data driven leakage diagnosis for oil pipelines: An integrated approach of factor analysis and deep neural network classifier

(2020) Morteza Zadkarami et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Fault Detection and Isolation System Based on Structural Analysis of an Industrial Seawater Reverse Osmosis Desalination Plant

(2020) Gustavo Pérez-Zuñiga et al.   Processes

Reliability analysis of pumping station for sewage network using hybrid neural networks - genetic algorithm and method of moment

(2020) Jamshid Piri et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

An analysis of process fault diagnosis methods from safety perspectives

(2020) Rajeevan Arunthavanathan et al.   COMPUTERS & CHEMICAL ENGINEERING

Gas leak detection in galvanised steel pipe with internal flow noise using convolutional neural network

(2020) Yanjue Song et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Data-driven techniques for fault detection in anaerobic digestion process

(2020) Pezhman Kazemi et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Monitoring of wastewater treatment processes using dynamic concurrent kernel partial least squares

(2020) Hongbin Liu et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Principal Component Analysis-Based Ensemble Detector for Incipient Faults in Dynamic Processes

(2020) Decheng Liu et al.   IEEE Transactions on Industrial Informatics

Advanced control of membrane fouling in filtration systems using artificial intelligence and machine learning techniques: A critical review

(2019) Majid Bagheri et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Data-driven performance analyses of wastewater treatment plants: A review

(2019) Kathryn B. Newhart et al.   WATER RESEARCH

Evaluating the effect of antiscalants on membrane biofouling using FTIR and multivariate analysis

(2019) Mohammad Y. Ashfaq et al.   BIOFOULING

Membrane-based separation for oily wastewater: A practical perspective

(2019) Henry J. Tanudjaja et al.   WATER RESEARCH

Online reduced kernel PLS combined with GLRT for fault detection in chemical systems

(2019) R. Fazai et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Critical review of fouling mitigation strategies in membrane bioreactors treating water and wastewater

(2018) Majid Bagheri et al.   BIORESOURCE TECHNOLOGY

Fault detection and diagnosis for nonlinear systems: A new adaptive Gaussian mixture modeling approach

(2018) Majid Karami et al.   ENERGY AND BUILDINGS

Hurst based vibro-acoustic feature extraction of bearing using EMD and VMD

(2018) Satish Mohanty et al.   MEASUREMENT

Monitoring of wastewater treatment plants using improved univariate statistical technique

(2018) Imen Baklouti et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Optimization of the fouling behaviour of a reverse osmosis membrane for purification of olive-oil washing wastewater

(2018) J.M. Ochando-Pulido et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Remaining useful life estimation in prognostics using deep convolution neural networks

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Fault detection based on time series modeling and multivariate statistical process control

(2018) A. Sánchez-Fernández et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Real-time monitoring of membrane fouling development during early stages of activated sludge membrane bioreactor operation

(2018) Luca Fortunato et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Prediction of membrane fouling using artificial neural networks for wastewater treated by membrane bioreactor technologies: bottlenecks and possibilities

(2017) Félix Schmitt et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Influence of backwashing on the pore size of hollow fiber ultrafiltration membranes

(2017) Ebrahim Akhondi et al.   JOURNAL OF MEMBRANE SCIENCE

Pipeline leak diagnosis based on wavelet and statistical features using Dempster–Shafer classifier fusion technique

(2017) Morteza Zadkarami et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

GMM and optimal principal components-based Bayesian method for multimode fault diagnosis

(2016) Qingchao Jiang et al.   COMPUTERS & CHEMICAL ENGINEERING

Pipeline leakage detection and isolation: An integrated approach of statistical and wavelet feature extraction with multi-layer perceptron neural network (MLPNN)

(2016) Morteza Zadkarami et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Methods and models in process safety and risk management: Past, present and future

(2015) Faisal Khan et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Prediction of red plum juice permeate flux during membrane processing with ANN optimized using RSM

(2014) Himan Nourbakhsh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Natural gas pipeline small leakage feature extraction and recognition based on LMD envelope spectrum entropy and SVM

(2014) Jiedi Sun et al.   MEASUREMENT

On-line monitoring and diagnosis of membrane fouling using ultrasonic techniques

(2013) Junghui Chen et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Detection of reverse osmosis membrane fouling with silica, bovine serum albumin and their mixture using in-situ electrical impedance spectroscopy

(2013) L.N. Sim et al.   JOURNAL OF MEMBRANE SCIENCE

Online monitoring of MBR fouling by transmembrane pressure and permeability over a long-term experiment

(2013) Gianpaolo Sabia et al.   SEPARATION AND PURIFICATION TECHNOLOGY

Experimental investigation, modeling and optimization of membrane separation using artificial neural network and multi-objective optimization using genetic algorithm

(2012) Reza Soleimani et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Application of wavelet analysis and decision tree in UTDR data for diagnosis of membrane filtration

(2012) Junghui Chen et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Characterising performance of environmental models

(2012) Neil D. Bennett et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A review on empirical mode decomposition in fault diagnosis of rotating machinery

(2012) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Membrane bioreactor fouling behaviour assessment through principal component analysis and fuzzy clustering

(2012) Thomas Maere et al.   WATER RESEARCH

Critical, sustainable and threshold fluxes for membrane filtration with water industry applications

(2011) Robert W. Field et al.   ADVANCES IN COLLOID AND INTERFACE SCIENCE

Non-invasive measurement of membrane scaling and cleaning in spiral-wound reverse osmosis modules by ultrasonic time-domain reflectometry with sound intensity calculation

(2011) Genghong An et al.   DESALINATION

Path Characteristic Frequency-Based Fault Locating in Radial Distribution Systems Using Wavelets and Neural Networks

(2010) Meisam Pourahmadi-Nakhli et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Critical flux determination by flux-stepping

(2009) Søren Prip Beier et al.   AICHE JOURNAL

Characterization and application of different ceramic membranes for the oil-field produced water treatment

(2009) M. Ebrahimi et al.   DESALINATION

Predicting the flux decline in milk cross-flow ceramic ultrafiltration by artificial neural networks

(2009) Antonio Guadix et al.   DESALINATION

Direct observation of bacterial deposition onto clean and organic-fouled polyamide membranes

(2009) Arun Subramani et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Prediction of permeate flux during electric field enhanced cross-flow ultrafiltration—A neural network approach

(2008) Biswajit Sarkar et al.   SEPARATION AND PURIFICATION TECHNOLOGY