Methods for Analyzing the Efficiency of Water Treatment Equipment
Abstract
Methods for Analyzing the Efficiency of Water Treatment Equipment
Incoming article date: 04.04.2025The article discusses approaches to the systematic analysis of historical data collected from water treatment facilities. By using tools from mathematical statistics, machine learning methods, and visual analysis techniques, the article proposes a formalized approach to assessing the efficiency of water treatment equipment. This approach makes it possible to identify hidden patterns in the data, build robust models of interdependencies, and develop recommendations for optimizing the technological process.
Keywords: water treatment, telemetry data, time series analysis, machine learning, equipment efficiency