Overview of Monitoring Methods for Metalworking Fluids

2025

Closed access Metadata (CSL-JSON)
DOI 10.52209/2706-977x_2025_2_94
Data confidence 70 medium
How this score is calculated

It is built from checkable properties of the record itself: whether the article has a DOI, how many independent sources confirmed its data, whether the required fields are filled in, and how recent the latest confirmation is. Disagreement between sources and a missing identifier lower it. A value of 80 or above means the record was published without further checking; 60 to 79 means it is published at reduced confidence, with a manual check advisable. A record verified by an editor by hand is never pushed below 90 by a recalculation. This scores our data about the article, not the article itself.

Abstract

The article presents a comprehensive review of current methodologies for monitoring the condition of metalworking fluids (MWFs) employed in machining operations. Emphasis is placed on physico-chemical, biological, and electrochemical assessment techniques, including the measurement of pH levels, concentration, contamination, microbial activity, electrical conductivity, and optical characteristics. Particular attention is devoted to the integration of automated and sensor-based monitoring systems capable of real-time data acquisition and analysis. The advantages, limitations, and applicability of these methods within the framework of modern digital and automated manufacturing environments are critically examined. The findings underscore the importance of adopting a multidisciplinary and systematic approach to MWF quality control in order to enhance process efficiency, ensure production stability, and extend the service life of fluids.