Neuro Fuzzy – Regression Based Concept for Dosing Determination

This research aims to optimize dosing through the application of intelligent tools-methods. Here, the case study focuses on the flocculation phase of drinking water processing in a real system. Adaptive Neuro Fuzzy Inference System (ANFIS), regression, and "know-how" of the operators represented through linguistic expression as experiential knowledge are integrated to create a dosing calculation program. The goal is to establish a functional relationship between the process variables.

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Publication Details

Journal
Tehnički glasnik
Published
2026-04-17
DOI
https://doi.org/10.31803/tg-20230713121334
Primary Topic
Fuzzy Logic and Control Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Neuro Fuzzy – Regression Based Concept for Dosing Determination

Zoran Pandilov, Mirche Stojkov
Tehnički glasnik
Fuzzy Logic and Control Systems
article

Neuro Fuzzy – Regression Based Concept for Dosing Determination

Zoran Pandilov, Mirche Stojkov
article en

Abstract

This research aims to optimize dosing through the application of intelligent tools-methods. Here, the case study focuses on the flocculation phase of drinking water processing in a real system. Adaptive Neuro Fuzzy Inference System (ANFIS), regression, and "know-how" of the operators represented through linguistic expression as experiential knowledge are integrated to create a dosing calculation program. The goal is to establish a functional relationship between the process variables.

Tehnički glasnikVol. 20(2)
Utility Development (United States) (US), Ss. Cyril and Methodius University in Skopje (MK)
Clean water and sanitation
Openalex Percentile: Top 19%
Fuzzy Logic and Control Systems
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