Development of a wide-range soft sensor for predicting wastewater BOD5 using an eXtreme gradient boosting (XGBoost) machine

Soft-sensing of wastewater treatment process via deep belief network with event-triggered learning

(2021) Gongming Wang et al.   NEUROCOMPUTING

A reliable KNN filling approach for incomplete interval-valued data

(2021) Xiaobo Qi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Simulation of the biochemical and chemical oxygen demand and total suspended solids in wastewater treatment plants: Data-mining approach

(2021) H. Asami et al.   JOURNAL OF CLEANER PRODUCTION

Performance prediction of trace metals and cod in wastewater treatment using artificial neural network

(2021) Anthony Njuguna Matheri et al.   COMPUTERS & CHEMICAL ENGINEERING

Data mining strategies of molecular information for inspecting wastewater treatment by using UHRMS

(2021) Junjie Qiu et al.   Trends in Environmental Analytical Chemistry

Machine learning modeling and analysis of biohydrogen production from wastewater by dark fermentation process

(2021) Ahmad Hosseinzadeh et al.   BIORESOURCE TECHNOLOGY

Viral outbreaks detection and surveillance using wastewater-based epidemiology, viral air sampling, and machine learning techniques: A comprehensive review and outlook

(2021) Omar M. Abdeldayem et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Intelligent sensor validation for sustainable influent quality monitoring in wastewater treatment plants using stacked denoising autoencoders

(2021) Abdulrahman H. Ba-Alawi et al.   Journal of Water Process Engineering

Comparison of variable selection methods in partial least squares regression

(2020) Tahir Mehmood et al.   JOURNAL OF CHEMOMETRICS

Development of semi-supervised multiple-output soft-sensors with Co-training and tri-training MPLS and MRVM

(2020) Dong Li et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Rebooting data-driven soft-sensors in process industries: A review of kernel methods

(2020) Yiqi Liu et al.   JOURNAL OF PROCESS CONTROL

Principal Component Analysis (PCA) Based Hybrid Models for the Accurate Estimation of Reservoir Water Saturation

(2020) Solomon Asante-Okyere et al.   COMPUTERS & GEOSCIENCES

SVM-Boosting based on Markov resampling: Theory and algorithm

(2020) Hongwei Jiang et al.   NEURAL NETWORKS

The potential of new ensemble machine learning models for effluent quality parameters prediction and related uncertainty

(2020) Ahmad Sharafati et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Real-time in situ auto-correction of K+ interference for continuous and long-term NH4+ monitoring in wastewater using solid-state ion selective membrane (S-ISM) sensor assembly

(2020) Tianbao Wang et al.   ENVIRONMENTAL RESEARCH

Long-term continuous and real-time in situ monitoring of Pb(II) toxic contaminants in wastewater using solid-state ion selective membrane (S-ISM) Pb and pH auto-correction assembly

(2020) Yingzheng Fan et al.   JOURNAL OF HAZARDOUS MATERIALS

Wastewater monitoring by means of e-nose, VE-tongue, TD-GC-MS, and SPME-GC-MS

(2020) Mohammed Moufid et al.   TALANTA

Explicit and interpretable nonlinear soft sensor models for influent surveillance at a full-scale wastewater treatment plant

(2019) Xiaodong Wang et al.   JOURNAL OF PROCESS CONTROL

Tackle environmental challenges in pollution controls using artificial intelligence: A review

(2019) Zhiping Ye et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review

(2019) Haneen Arafat Abu Alfeilat et al.   Big Data

Soft detection of 5-day BOD with sparse matrix in city harbor water using deep learning techniques

(2019) Jun Ma et al.   WATER RESEARCH

On-line estimation of the aerobic phase length for partial nitrification processes in SBR based on features extraction and SVM classification

(2018) Francisco Jaramillo et al.   CHEMICAL ENGINEERING JOURNAL

Integrated soft sensor with wavelet neural network and adaptive weighted fusion for water quality estimation in wastewater treatment process

(2018) Qiumei Cong et al.   MEASUREMENT

Interval multiple-output soft sensors development with capacity control for wastewater treatment applications: A comparative study

(2018) Hongjun Xiao et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Temporal performance assessment of wastewater treatment plants by using multivariate statistical analysis

(2017) Milad Ebrahimi et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Modeling of a sequencing batch reactor treating municipal wastewater using multi-layer perceptron and radial basis function artificial neural networks

(2015) Majid Bagheri et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Data-derived soft-sensors for biological wastewater treatment plants: An overview

(2013) Henri Haimi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Comparative study of semi-specific Aeromonas hydrophila and universal Pseudomonas fluorescens biosensors for BOD measurements in meat industry wastewaters

(2012) Merlin Raud et al.   ENZYME AND MICROBIAL TECHNOLOGY

Wastewater quality monitoring system using sensor fusion and machine learning techniques

(2011) Xusong Qin et al.   WATER RESEARCH