Artificial intelligence and machine learning-based monitoring and design of biological wastewater treatment systems
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Artificial intelligence and machine learning-based monitoring and design of biological wastewater treatment systems
Authors
Keywords
-
Journal
BIORESOURCE TECHNOLOGY
Volume 369, Issue -, Pages 128486
Publisher
Elsevier BV
Online
2022-12-15
DOI
10.1016/j.biortech.2022.128486
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- An Intelligent Carbon-Based Prediction of Wastewater Treatment Plants Using Machine Learning Algorithms
- (2022) Anwer Mustafa Hilal et al. ADSORPTION SCIENCE & TECHNOLOGY
- Assessment of Land Use Land Cover Changes and Future Predictions Using CA-ANN Simulation for Selangor, Malaysia
- (2022) Mohammed Feras Baig et al. Water
- Machine Learning Methods Modeling Carbohydrate-Enriched Cyanobacteria Biomass Production in Wastewater Treatment Systems
- (2022) Héctor Rodríguez-Rángel et al. Energies
- Swift hydraulic models for real-time control applications in sewer networks
- (2022) Jiuling Li et al. WATER RESEARCH
- Modeling nutrient removal by membrane bioreactor at a sewage treatment plant using machine learning models
- (2022) Muhammad Yaqub et al. Journal of Water Process Engineering
- Combined machine learning and biomolecular analysis for stability assessment of anaerobic ammonium oxidation under salt stress
- (2022) Junbeom Jeon et al. BIORESOURCE TECHNOLOGY
- A full-view management method based on artificial neural networks for energy and material-savings in wastewater treatment plants
- (2022) Jian-Hui Wang et al. ENVIRONMENTAL RESEARCH
- Water quality classification using machine learning algorithms
- (2022) Nida Nasir et al. Journal of Water Process Engineering
- Understanding the influence of free nitrous acid on microalgal-bacterial consortium in wastewater treatment: A critical review
- (2022) Abdul-Wahab Abbew et al. BIORESOURCE TECHNOLOGY
- Characterizing sludge pyrolysis by machine learning: Towards sustainable bioenergy production from wastes
- (2022) Hossein Shahbeik et al. RENEWABLE ENERGY
- Evaluation of a liquid-phase plasma discharge process for ammonia oxidation in wastewater: Process optimization and kinetic modeling
- (2022) Robinson Junior Ndeddy Aka et al. WATER RESEARCH
- The Role of Conventional Methods and Artificial Intelligence in the Wastewater Treatment: A Comprehensive Review
- (2022) Wahid Ali Hamood Altowayti et al. Processes
- Applications of machine learning algorithms for biological wastewater treatment: Updates and perspectives
- (2021) Batsuren Sundui et al. Clean Technologies and Environmental Policy
- Integrated Model for Understanding N2O Emissions from Wastewater Treatment Plants: A Deep Learning Approach
- (2021) Soonho Hwangbo et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Pollution Source Localization in Wastewater Networks
- (2021) Krystian Chachuła et al. SENSORS
- Machine learning based soft sensor model for BOD estimation using intelligence at edge
- (2021) Bhawani Shankar Pattnaik et al. Complex & Intelligent Systems
- Application of novel hybrid deep leaning model for cleaner production in a paper industrial wastewater treatment system
- (2021) Xiaoyong Li et al. JOURNAL OF CLEANER PRODUCTION
- 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
- Artificial intelligence based ensemble modeling of wastewater treatment plant using jittered data
- (2021) Vahid Nourani et al. JOURNAL OF CLEANER PRODUCTION
- A hybrid machine learning–based multi-objective supervisory control strategy of a full-scale wastewater treatment for cost-effective and sustainable operation under varying influent conditions
- (2021) SungKu Heo et al. JOURNAL OF CLEANER PRODUCTION
- Artificial intelligence based monitoring system for onsite septic systems failure
- (2021) Niranjan Ravi et al. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
- Modelling and Prediction of Water Quality by Using Artificial Intelligence
- (2021) Mosleh Hmoud Al-Adhaileh et al. Sustainability
- Artificial neural network modeling of wastewater treatment and desalination using membrane processes: A review
- (2021) Jasir Jawad et al. CHEMICAL ENGINEERING JOURNAL
- Performance prediction of trace metals and cod in wastewater treatment using artificial neural network
- (2021) Anthony Njuguna Matheri et al. COMPUTERS & CHEMICAL ENGINEERING
- Enhancement of membrane system performance using artificial intelligence technologies for sustainable water and wastewater treatment: A critical review
- (2021) Nguyen Duc Viet et al. CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY
- Vertical flow constructed wetlands using expanded clay and biochar for wastewater remediation: A comparative study and prediction of effluents using machine learning
- (2021) Xuan Cuong Nguyen et al. JOURNAL OF HAZARDOUS MATERIALS
- Influent Quality and Quantity Prediction in Wastewater Treatment Plant: Model Construction and Evaluation
- (2021) Rui Wang et al. POLISH JOURNAL OF ENVIRONMENTAL STUDIES
- Prediction of the optimal dosage of coagulants in water treatment plants through developing models based on artificial neural network fuzzy inference system (ANFIS)
- (2021) Shakeri Narges et al. Journal of Environmental Health Science and Engineering
- A Neural Network Model for Decision-Making with Application in Sewage Sludge Management
- (2021) Francesco Facchini et al. Applied Sciences-Basel
- Applying machine learning in intelligent sewage treatment: A case study of chemical plant in sustainable cities
- (2021) Sheng Miao et al. Sustainable Cities and Society
- Wastewater Pollutants Modeling Using Artificial Neural Networks
- (2021) Hadeel Al Saleh Journal of Ecological Engineering
- Production of biofuels from biomass: Predicting the energy employing artificial intelligence modelling
- (2021) Manish Meena et al. BIORESOURCE TECHNOLOGY
- Biological remediation technologies for dyes and heavy metals in wastewater treatment: New insight
- (2021) Arvind Singh et al. BIORESOURCE TECHNOLOGY
- Prediction of effluent quality in a wastewater treatment plant by dynamic neural network modeling
- (2021) Yongkui Yang et al. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
- The state of art on the prediction of efficiency and modeling of the processes of pollutants removal based on machine learning
- (2021) Nawal Taoufik et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Application of deep learning for predicting the treatment performance of real municipal wastewater based on one-year operation of two anaerobic membrane bioreactors
- (2021) Gaoyang Li et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Monitoring and detecting faults in wastewater treatment plants using deep learning
- (2020) Behrooz Mamandipoor et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Assessment, monitoring and modelling of the abundance of Dunaliella salina Teod in the Meighan wetland, Iran using decision tree model
- (2020) Rahmat Zarkami et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Data-based composite control design with critic intelligence for a wastewater treatment platform
- (2020) Ding Wang et al. ARTIFICIAL INTELLIGENCE REVIEW
- Application of artificial neural network and multiple linear regression in modeling nutrient recovery in vermicompost under different conditions
- (2020) Ahmad Hosseinzadeh et al. BIORESOURCE TECHNOLOGY
- Modeling and optimization of microbial lipid fermentation from cellulosic ethanol wastewater by Rhodotorula glutinis based on the support vector machine
- (2020) Lihe Zhang et al. BIORESOURCE TECHNOLOGY
- Performance evaluation and modelling of an integrated municipal wastewater treatment system using neural networks
- (2020) Habib A. Mokhtari et al. WATER AND ENVIRONMENT JOURNAL
- Modeling water flux in osmotic membrane bioreactor by adaptive network-based fuzzy inference system and artificial neural network
- (2020) Ahmad Hosseinzadeh et al. BIORESOURCE TECHNOLOGY
- Implementation of data intelligence models coupled with ensemble machine learning for prediction of water quality index
- (2020) Sani Isah Abba et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- 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
- Performance improvement of wastewater treatment processes by application of machine learning
- (2020) O. Icke et al. WATER SCIENCE AND TECHNOLOGY
- Real-time model predictive control of a wastewater treatment plant based on machine learning
- (2020) A. Bernardelli et al. WATER SCIENCE AND TECHNOLOGY
- Prediction of Odor Concentration Emitted from Wastewater Treatment Plant Using an Artificial Neural Network (ANN)
- (2020) Jeong-Hee Kang et al. Atmosphere
- Intelligent System for the Predictive Analysis of an Industrial Wastewater Treatment Process
- (2020) Luis Arismendy et al. Sustainability
- Aerobic sludge granulation in shale gas flowback water treatment: Assessment of the bacterial community dynamics and modeling of bioreactor performance using artificial neural network
- (2020) Jiahao Liang et al. BIORESOURCE TECHNOLOGY
- Sequence-enabled community-based microbial source tracking in surface waters using machine learning classification: A review
- (2020) Prince P. Mathai et al. JOURNAL OF MICROBIOLOGICAL METHODS
- Prediction of effluent quality in papermaking wastewater treatment processes using dynamic kernel-based extreme learning machine
- (2020) Hongbin Liu et al. PROCESS BIOCHEMISTRY
- Replacing the internal standard to estimate micropollutants using deep and machine learning
- (2020) Sang-Soo Baek et al. WATER RESEARCH
- A critical review of the data pipeline: how wastewater system operation flows from data to intelligence
- (2020) Jean-David Therrien et al. WATER SCIENCE AND TECHNOLOGY
- Artificial neural network modeling approach for the prediction of five-day biological oxygen demand and wastewater treatment plant performance
- (2020) Abdalrahman Alsulaili et al. Water Science and Technology-Water Supply
- Prediction of BOD Concentration in Wastewater Treatment Process Using a Modular Neural Network in Combination with the Weather Condition
- (2020) Wenjing Li et al. Applied Sciences-Basel
- Modeling of a full-scale sewage treatment plant to predict the nutrient removal efficiency using a long short-term memory (LSTM) neural network
- (2020) Muhammad Yaqub et al. Journal of Water Process Engineering
- Artificial neural network modelling of faecal coliform removal in an intermittent cycle extended aeration system-sequential batch reactor based wastewater treatment plant
- (2020) Narendra Khatri et al. Journal of Water Process Engineering
- Application of machine learning methods for the prediction of organic solid waste treatment and recycling processes: A review
- (2020) Hao-nan Guo et al. BIORESOURCE TECHNOLOGY
- Artificial intelligence as a sustainable tool in wastewater treatment using membrane bioreactors
- (2020) Mohammadreza Kamali et al. CHEMICAL ENGINEERING JOURNAL
- Neural network and cubist algorithms to predict fecal coliform content in treated wastewater by multi‐soil‐layering system for potential reuse
- (2020) Sofyan Sbahi et al. JOURNAL OF ENVIRONMENTAL QUALITY
- Statistical methods for assessing water quality after treatment on a sequencing batch reactor
- (2020) Alina Bărbulescu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Artificial neural network and techno-economic estimation with algae-based tertiary wastewater treatment
- (2020) Faiz Ahmad Ansari et al. Journal of Water Process Engineering
- Comparative study of different wavelet-based neural network models to predict sewage sludge quantity in wastewater treatment plant
- (2019) Maryam Zeinolabedini et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Performance, microbial community evolution and neural network modeling of single-stage nitrogen removal by partial-nitritation/anammox process
- (2019) Philip Antwi et al. BIORESOURCE TECHNOLOGY
- New deterministic tools to systematically investigate fouling occurrence in membrane bioreactors
- (2019) Hamideh Hamedi et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
- Predicting wastewater treatment plant quality parameters using a novel hybrid linear-nonlinear methodology
- (2019) Khadije Lotfi et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Techno-economic estimation of wastewater phycoremediation and environmental benefits using Scenedesmus obliquus microalgae
- (2019) Faiz Ahmad Ansari et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Fault detection of sludge bulking using a self-organizing type-2 fuzzy-neural-network
- (2019) Hong-Gui Han et al. CONTROL ENGINEERING PRACTICE
- The Use of Artificial Neural Networks and Decision Trees to Predict the Degree of Odor Nuisance of Post-Digestion Sludge in the Sewage Treatment Plant Process
- (2019) Hubert Byliński et al. Sustainability
- Data-driven predictive energy optimization in a wastewater pumping station
- (2019) Jorge Filipe et al. APPLIED ENERGY
- Development of artificial intelligence for modeling wastewater heavy metal removal: State of the art, application assessment and possible future research
- (2019) Suraj Kumar Bhagat et al. JOURNAL OF CLEANER PRODUCTION
- Prediction of anaerobic digestion performance and identification of critical operational parameters using machine learning algorithms
- (2019) Luguang Wang et al. BIORESOURCE TECHNOLOGY
- Application of artificial intelligence to wastewater treatment: A bibliometric analysis and systematic review of technology, economy, management, and wastewater reuse
- (2019) Lin Zhao et al. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
- Multiobjective design of fuzzy neural network controller for wastewater treatment process
- (2018) Hong-Gui Han et al. APPLIED SOFT COMPUTING
- A review on experimental design for pollutants removal in water treatment with the aid of artificial intelligence
- (2018) Mingyi Fan et al. CHEMOSPHERE
- Combined effects of antimony and sodium diethyldithiocarbamate on soil microbial activity and speciation change of heavy metals. Implications for contaminated lands hazardous material pollution in nonferrous metal mining areas
- (2018) Xiaozhe Zhu et al. JOURNAL OF HAZARDOUS MATERIALS
- Evaluation and optimization of anammox baffled reactor (AnBR) by artificial neural network modeling and economic analysis
- (2018) Sherif Ismail et al. BIORESOURCE TECHNOLOGY
- Optimization of process parameters for anaerobic fermentation of corn stalk based on least squares support vector machine
- (2018) Cuiying Dong et al. BIORESOURCE TECHNOLOGY
- Wastewater treatment plant performance analysis using artificial intelligence – an ensemble approach
- (2018) Vahid Nourani et al. WATER SCIENCE AND TECHNOLOGY
- Use of a convolutional neural network for the classification of microbeads in urban wastewater
- (2018) Meral Yurtsever et al. CHEMOSPHERE
- Predicting Microbial Fuel Cell Biofilm Communities and Bioreactor Performance using Artificial Neural Networks
- (2017) Keaton Larson Lesnik et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Application of artificial neural networks for estimating Cd, Zn, Pb removal efficiency from wastewater using complexation-microfiltration process
- (2017) Z. Sekulić et al. International Journal of Environmental Science and Technology
- Wastewater treatment aeration process optimization: A data mining approach
- (2017) Ali Asadi et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Gaussian process regression for monitoring and fault detection of wastewater treatment processes
- (2017) Oscar Samuelsson et al. WATER SCIENCE AND TECHNOLOGY
- Optimization denitrifying phosphorus removal at different hydraulic retention times in a novel anaerobic anoxic oxic-biological contact oxidation process
- (2016) Miao Zhang et al. BIOCHEMICAL ENGINEERING JOURNAL
- Predictive control of an activated sludge process for long term operation
- (2016) Chiara Foscoliano et al. CHEMICAL ENGINEERING JOURNAL
- Environmental approach and artificial intelligence for Ni(II) and Cd(II) biosorption from aqueous solution using Typha domingensis biomass
- (2016) Manal Fawzy et al. ECOLOGICAL ENGINEERING
- The use of artificial neural network for modelling of phycoremediation of toxic elements As(III) and As(V) from wastewater using Botryococcus braunii
- (2016) M.S. Podder et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- A sensor-software based on a genetic algorithm-based neural fuzzy system for modeling and simulating a wastewater treatment process
- (2015) Mingzhi Huang et al. APPLIED SOFT COMPUTING
- Artificial neural network modelling of As(III) removal from water by novel hybrid material
- (2015) S. Mandal et al. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
- 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
- Prediction of Heavy Metal Removal by Different Liner Materials from Landfill Leachate: Modeling of Experimental Results Using Artificial Intelligence Technique
- (2013) Nurdan Gamze Turan et al. TheScientificWorldJOURNAL
- Prediction analysis of a wastewater treatment system using a Bayesian network
- (2012) Dan Li et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Heterogeneity of Intracellular Polymer Storage States in Enhanced Biological Phosphorus Removal (EBPR) – Observation and Modeling
- (2012) Vanni Bucci et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Prediction of effluent quality of a paper mill wastewater treatment using an adaptive network-based fuzzy inference system
- (2010) Jinquan Wan et al. APPLIED SOFT COMPUTING
- Activated sludge model (ASM) based modelling of membrane bioreactor (MBR) processes: A critical review with special regard to MBR specificities
- (2010) A. Fenu et al. WATER RESEARCH
- Artificial intelligence/fuzzy logic method for analysis of combined signals from heavy metal chemical sensors
- (2009) M. Turek et al. ELECTROCHIMICA ACTA
- Control rules of aeration in a submerged biofilm wastewater treatment process using fuzzy neural networks
- (2009) Huang Mingzhi et al. EXPERT SYSTEMS WITH APPLICATIONS
- Forecasting effluent quality of an industry wastewater treatment plant by evolutionary grey dynamic model
- (2009) Ho-Wen Chen et al. RESOURCES CONSERVATION AND RECYCLING
- Modeling and optimization of biogas production from a waste digester using artificial neural network and genetic algorithm
- (2009) H. Abu Qdais et al. RESOURCES CONSERVATION AND RECYCLING
- Modeling of the activated sludge process by using artificial neural networks with automated architecture screening
- (2008) Hakan Moral et al. COMPUTERS & CHEMICAL ENGINEERING
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started