Original scientific paper

https://doi.org/10.31803/tg-20230713121334

Neuro Fuzzy – Regression Based Concept for Dosing Determination

Mirche Stojkov ; Public Utility Service Company "Ograzhden", s. Bosilovo No. 257, 2431 Bosilovo, Municipality of Bosilovo, Republic of North Macedonia *
Zoran Pandilov orcid.org/0000-0002-3127-4990 ; Institute of Production Engineering and Management, Faculty of Mechanical Engineering, Ss. Cyril and Methodius University in Skopje, P. O. Box 464, 1001 Skopje, Republic of North Macedonia

* Corresponding author.

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.

Keywords

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

Hrčak ID:

346367

URI

https://hrcak.srce.hr/346367

Publication date:

15.6.2026.

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