Data mining;
Wastewater treatment plant;
Effluents;
Removed efficiency;
Neural network;
Regression;
Artificial intelligence;
Environmental;
Quality and health and safety issues;
ARTIFICIAL NEURAL-NETWORKS;
SUSPENDED-SOLIDS;
PREDICTION;
MANAGEMENT;
MODEL;
D O I:
10.1108/JEDT-07-2021-0394
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
Purpose This paper aims to evaluate the performance of the Mashhad No. 5 wastewater treatment plant (WWTP) using a combination of data mining (regression) algorithms and artificial neural networks. Design/methodology/approach In this research, the performance of WWTP located in Mashhad, Iran, has been evaluated using two data mining models, neural network and regression model. Findings The proposed model has the potential of implementing in other WWTPs in Iran or other countries. Originality/value The authors would also like to thank Mashhad No.5 WWTP for data access.
机构:
Indian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, IndiaIndian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, India
Singh, Kunwar P.
Basant, Nikita
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机构:
Univ Modena & Reggio E, Sch Grad Studies Multiscale Modelling Computat Si, I-41100 Modena, ItalyIndian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, India
Basant, Nikita
Malik, Amrita
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机构:
Indian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, IndiaIndian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, India
Malik, Amrita
Sinha, Sarita
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h-index: 0
机构:
Natl Bot Res Inst, Council Sci & Ind Res, Lucknow 226001, Uttar Pradesh, IndiaIndian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, India
Sinha, Sarita
Jain, Gunja
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机构:
Indian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, IndiaIndian Inst Toxicol Res, Council Sci & Ind Res, Div Environm Chem, Lucknow 226001, Uttar Pradesh, India
机构:
Univ Tabriz, Fac Civil Engn, Dept Water Resources Engn, 29 Bahman Ave, Tabriz 5166616471, Iran
Near East Univ, Fac Civil & Environm Engn, POB 99138,Mersin 10, Nicosia, North Cyprus, TurkeyUniv Tabriz, Fac Civil Engn, Dept Water Resources Engn, 29 Bahman Ave, Tabriz 5166616471, Iran
Nourani, Vahid
Elkiran, Gozen
论文数: 0引用数: 0
h-index: 0
机构:
Near East Univ, Fac Civil & Environm Engn, Near East Blvd 99138, Nicosia, North Cyprus, TurkeyUniv Tabriz, Fac Civil Engn, Dept Water Resources Engn, 29 Bahman Ave, Tabriz 5166616471, Iran
Elkiran, Gozen
Abba, S., I
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h-index: 0
机构:
Near East Univ, Fac Civil & Environm Engn, Near East Blvd 99138, Nicosia, North Cyprus, TurkeyUniv Tabriz, Fac Civil Engn, Dept Water Resources Engn, 29 Bahman Ave, Tabriz 5166616471, Iran
机构:
China Natl Inst Standardizat, Beijing 100191, Peoples R China
Tsinghua Univ, Sch Environm, Beijing 10084, Peoples R ChinaChina Natl Inst Standardizat, Beijing 100191, Peoples R China
Zhang, Xiaoxin
Huang, Jin
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h-index: 0
机构:
China Natl Inst Standardizat, Beijing 100191, Peoples R ChinaChina Natl Inst Standardizat, Beijing 100191, Peoples R China
Huang, Jin
Lin, Ling
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h-index: 0
机构:
China Natl Inst Standardizat, Beijing 100191, Peoples R ChinaChina Natl Inst Standardizat, Beijing 100191, Peoples R China
Lin, Ling
Wang, Yueping
论文数: 0引用数: 0
h-index: 0
机构:
MCC HUATIAN Engn & Technol Corp, Maanshan 243011, Peoples R ChinaChina Natl Inst Standardizat, Beijing 100191, Peoples R China
Wang, Yueping
Zhang, Xinheng
论文数: 0引用数: 0
h-index: 0
机构:
MCC HUATIAN Engn & Technol Corp, Maanshan 243011, Peoples R ChinaChina Natl Inst Standardizat, Beijing 100191, Peoples R China
Zhang, Xinheng
5TH ANNUAL INTERNATIONAL CONFERENCE ON MATERIAL ENGINEERING AND APPLICATION (ICMEA 2018),
2019,
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