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April 21, 2026SHILAP Revista de lepidopterología0 citationsOpen Access

Neuro Fuzzy – Regression Based Concept for Dosing Determination

MSMirche StojkovZPZoran Pandilov

Key Points

  • The research aims to optimize dosing in drinking water processing using intelligent methods.
  • Developed a dosing calculation program using Adaptive Neuro Fuzzy Inference System (ANFIS) and regression analysis.
  • Integrated experiential knowledge through linguistic expressions from operators.
  • Focused on the flocculation phase in a real water processing system.
  • Established a functional relationship between process variables and dosing requirements.
  • Demonstrated enhanced dosing accuracy in drinking water treatment using intelligent tools.

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.

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Cite This Study

Stojkov et al. (2026) studied this question.

synapsesocial.com/papers/69e7132bcb99343efc98cf3fhttps://doi.org/10.31803/tg-20230713121334
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