Assessment of Water Quality Using Multi-Layered Mamdani Fuzzy Inference Expert System

G Ahmad, S Aqeel, Z Zafar, K Fatima - … High-Performance Computing …, 2024 - igi-global.com
In this chapter, a new multi-layered mamdani fuzzy inference system (ML-MFIS) is proposed
for the assessment of water quality (AWQ). The proposed AWQ-ML-MFIS expert system can …

Water quality prediction using artificial intelligence and machine learning algorithms

J Pandey, S Verma - Mathematical Statistician and Engineering …, 2022 - philstat.org
Artificial intelligence approaches may significantly lower the cost of water supply and
sanitation systems while also ensuring compliance with drinking water and wastewater …

Mamdani fuzzy based decision support system for prediction of groundwater quality: an application of soft computing in water resources

A Selvaraj, S Saravanan, JJ Jennifer - Environmental Science and …, 2020 - Springer
Groundwater is a primary source of living which also requires preservative measures for
furture generations. Due to the lack of effective management technologies, the wastewater …

Application of neuro-fuzzy based expert system in water quality assessment

E Aghaarabi, F Aminravan, R Sadiq, M Hoorfar… - International Journal of …, 2017 - Springer
In this research a framework is developed to predict the drinking water quality through the
neural network models. A fuzzy rule-based system and similarity measure algorithm yield a …

A Cascaded Fuzzy Inference System for Indian river water quality prediction

SS Mahapatra, SK Nanda, BK Panigrahy - Advances in Engineering …, 2011 - Elsevier
Now-a-days, Fuzzy Inference System (FIS) is considered as an effective tool for solution of
many complex engineering systems when ambiguity and uncertainly is associated with the …

Fuzzy environmental model for evaluating water quality of Sangam zone during Maha Kumbh 2013

P Srivastava, A Burande… - … Intelligence and Soft …, 2013 - Wiley Online Library
It is a well‐known fact that water is the basic need of human beings. The industrial wastes
nearby rivers and several anthropogenic activities are responsible for deteriorating water …

Groundwater quality assessment with respect to fuzzy water quality index (FWQI): an application of expert systems in environmental monitoring

SM Hosseini-Moghari, K Ebrahimi… - Environmental Earth …, 2015 - Springer
Water quality degradation affects socio-economic development inappropriately and has dire
effects on human health too. Water quality indexes (WQIs) are the methods widely used for …

A fuzzy inference system for water quality of chunnambar river, puducherry

V Nirmala, KR Leelavathy, S Sowndharya… - Applied Mechanics …, 2015 - Trans Tech Publ
A Fuzzy Inference System (FIS) is considered as an effective tool for solution of many
complex engineering systems when ambiguity and uncertainty is associated with the …

Inference of water quality index using ANFIA and PCA

MM Sahoo, KC Patra, KK Khatua - Aquatic Procedia, 2015 - Elsevier
River Brahmani is reported to be polluted from the effluents discharged from the nearby
industries, towns and villages located near the banks. The presence of heavy metal content …

[HTML][HTML] Modelling and prediction of water quality by using artificial intelligence

M Hmoud Al-Adhaileh, F Waselallah Alsaade - Sustainability, 2021 - mdpi.com
Artificial intelligence methods can remarkably reduce costs for water supply and sanitation
systems and help ensure compliance with the quality of drinking and wastewater treatment …