Radial basis function artificial neural network (RBF ANN) as well as the hybrid method of RBF ANN and grey relational analysis able to well predict trihalomethanes levels in tap water
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Radial basis function artificial neural network (RBF ANN) as well as the hybrid method of RBF ANN and grey relational analysis able to well predict trihalomethanes levels in tap water
Authors
Keywords
Trihalomethanes, Tap water, Linear regression model, radial basis function artificial neural network (RBF ANN), grey relational analysis (GRA)
Journal
JOURNAL OF HYDROLOGY
Volume 591, Issue -, Pages 125574
Publisher
Elsevier BV
Online
2020-09-29
DOI
10.1016/j.jhydrol.2020.125574
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Quantification of interfacial energies associated with membrane fouling in a membrane bioreactor by using BP and GRNN artificial neural networks
- (2020) Yifeng Chen et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Radial basis function artificial neural network able to accurately predict disinfection by-product levels in tap water: Taking haloacetic acids as a case study
- (2020) Hongjun Lin et al. CHEMOSPHERE
- Membrane fouling caused by biological foams in a submerged membrane bioreactor: Mechanism insights
- (2020) Mengfei Wu et al. WATER RESEARCH
- Different fouling propensities of loosely and tightly bound extracellular polymeric substances (EPSs) and the related fouling mechanisms in a membrane bioreactor
- (2020) Jiaheng Teng et al. CHEMOSPHERE
- Novel insights into membrane fouling caused by gel layer in a membrane bioreactor: effects of hydrogen bonding
- (2019) Yifeng Chen et al. BIORESOURCE TECHNOLOGY
- Factors influencing DBPs occurrence in tap water of Jinhua Region in Zhejiang Province, China
- (2019) Xiaoling Zhou et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Correlations between water quality and the structure and connectivity of the river network in the Southern Jiangsu Plain, Eastern China
- (2019) Xiaojun Deng SCIENCE OF THE TOTAL ENVIRONMENT
- Prediction of interfacial interactions related with membrane fouling in a membrane bioreactor based on radial basis function artificial neural network (ANN)
- (2019) Zhitao Zhao et al. BIORESOURCE TECHNOLOGY
- Models for predicting carbonaceous disinfection by-products formation in drinking water treatment plants: a case study of South Korea
- (2019) Nirmal Kumar Shahi et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Precursors for brominated haloacetic acids during chlorination and a new useful indicator for bromine substitution factor
- (2019) Lili Zheng et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Hydrophobic organic compounds in drinking water reservoirs: Toxic effects of chlorination and protective effects of dietary antioxidants against disinfection by-products
- (2019) Binbin Wu et al. WATER RESEARCH
- Regression models evaluating THMs, HAAs and HANs formation upon chloramination of source water collected from Yangtze River Delta Region, China
- (2018) Jiajia Lin et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Drinking Water Disinfection Byproducts (DBPs) and Human Health Effects: Multidisciplinary Challenges and Opportunities
- (2018) Xing-Fang Li et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Evaluating gas chromatography with a halogen-specific detector for the determination of disinfection by-products in drinking water
- (2018) Anna Andersson et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Breast cancer tumor type recognition using graph feature selection technique and radial basis function neural network with optimal structure
- (2018) Abdoljalil Addeh et al. Journal of Cancer Research and Therapeutics
- Associations Between Disinfection By-Product Exposures and Craniofacial Birth Defects
- (2018) John A. Kaufman et al. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE
- Green decoration materials selection under interior environment characteristics: A grey-correlation based hybrid MCDM method
- (2018) Guangdong Tian et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Neural networks for dimensionality reduction of fluorescence spectra and prediction of drinking water disinfection by-products
- (2018) Nicolas M. Peleato et al. WATER RESEARCH
- Prioritization of unregulated disinfection by-products in drinking water distribution systems for human health risk mitigation: A critical review
- (2018) Haroon R. Mian et al. WATER RESEARCH
- Formation of disinfection by-products during chlorination of organic matter from phoenix tree leaves and Chlorella vulgaris
- (2018) Hongjie Sun et al. ENVIRONMENTAL POLLUTION
- Bladder Cancer and Water Disinfection By-product Exposures through Multiple Routes: A Population-Based Case–Control Study (New England, USA)
- (2017) Laura E. Beane Freeman et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Bromine incorporation into five DBP classes upon chlorination of water with extremely low SUVA values
- (2017) Huachang Hong et al. SCIENCE OF THE TOTAL ENVIRONMENT
- QSPR study on normal boiling point of acyclic oxygen containing organic compounds by radial basis function artificial neural network
- (2016) Liangjie Jin et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Using regression models to evaluate the formation of trihalomethanes and haloacetonitriles via chlorination of source water with low SUVA values in the Yangtze River Delta region, China
- (2016) Huachang Hong et al. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
- Monitoring trihalomethanes and nitrogenous disinfection by-products in blending desalinated waters using solid-phase microextraction and gas chromatography
- (2016) Providencia González-Hernández et al. ENVIRONMENTAL TECHNOLOGY
- Correlation between SUVA and DBP formation during chlorination and chloramination of NOM fractions from different sources
- (2015) Guanghui Hua et al. CHEMOSPHERE
- Colon and rectal cancer incidence and water trihalomethane concentrations in New South Wales, Australia
- (2014) Md Bayzidur Rahman et al. BMC CANCER
- Characterization of chromophoric dissolved organic matter and trihalomethane formation potential in a recently constructed reservoir and the surrounding areas – Impoundment effects
- (2014) Jin Hur et al. JOURNAL OF HYDROLOGY
- RBF neural network inferential sensor for process emission monitoring
- (2013) Surajdeen A. Iliyas et al. CONTROL ENGINEERING PRACTICE
- Assessment of plain river ecosystem function based on improved gray system model and analytic hierarchy process for the Fuyang River, Haihe River Basin, China
- (2013) Tao Yang et al. ECOLOGICAL MODELLING
- Artificial intelligence based modeling for predicting the disinfection by-products in water
- (2012) Kunwar P. Singh et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Properties of sediment NOM collected from a drinking water reservoir in South China, and its association with THMs and HAAs formation
- (2012) H.C. Hong et al. JOURNAL OF HYDROLOGY
- Evaluation of bromine substitution factors of DBPs during chlorination and chloramination
- (2012) Guanghui Hua et al. WATER RESEARCH
- Formation and modeling of disinfection by-products in drinking water of six cities in China
- (2011) Bixiong Ye et al. JOURNAL OF ENVIRONMENTAL MONITORING
- Formation of disinfection byproducts in typical Chinese drinking water
- (2011) Wenbo Liu et al. JOURNAL OF ENVIRONMENTAL SCIENCES
- Content and composition of natural organic matter in water of Lake Pitkjärv and mire feeding Kuke River (Estonia)
- (2011) Aare Selberg et al. JOURNAL OF HYDROLOGY
- Radial basis function neural network-based adaptive critic control of induction motors
- (2010) Chuan-Kai Lin APPLIED SOFT COMPUTING
- Disinfection by-product formation following chlorination of drinking water: Artificial neural network models and changes in speciation with treatment
- (2010) Pranav Kulkarni et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Models for predicting disinfection byproduct (DBP) formation in drinking waters: A chronological review
- (2009) Shakhawat Chowdhury et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Halonitromethane formation potentials in drinking waters
- (2009) Jia Hu et al. WATER RESEARCH
- Trophic state, natural organic matter content, and disinfection by-product formation potential of six drinking water reservoirs in the Pearl River Delta, China
- (2008) Hua Chang Hong et al. JOURNAL OF HYDROLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started