Neuro Fuzzy – Regression Based Concept for Dosing Determination

Paper Details

Authors: Stojkov M.; Pandilov Z.

DOI: 10.31803/tg-20230713121334

Journal: Tehnicki Glasnik

Year: 2026

Publisher: University North

Document Type: Article

Open Access: All Open Access; Gold Open Access; Green Open Access

Cited by: 0

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. © 2026 University North. All rights reserved.

Keywords

Adaptive Neuro Fuzzy Inference System (ANFIS); dosing; experiential knowledge; linguistic expression; regression

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