Standalone Sensors System for Real-Time Monitoring of Cutting Emulsion Properties with Adaptive Integration in Machine Tool Operation

Sensors (Basel). 2023 Jun 21;23(13):5794. doi: 10.3390/s23135794.

Abstract

This paper presents a novel cutting fluid monitoring sensor system and a description of an algorithm framework to monitor the state of the cutting emulsion in the machine tool sump. One of the most frequently used coolants in metal machining is cutting emulsion. Contamination and gradual degradation of the fluid is a common occurrence, and unless certain maintenance steps are undertaken, the fluid needs to be completely replaced, which is both un-economical and non-ecological. Increasing the effective service life of the cutting emulsion is therefore desired, which can be achieved by monitoring the parameters of the fluid and taking corrective measures to ensure the correct levels of selected parameters. For this purpose, a multi-sensor monitoring probe was developed and a prototype device was subsequently created by additive manufacturing. The sensor-carrying probe was then placed in the machine tool sump and tested in operation. The probe automatically takes measurements of the selected cutting emulsion properties (temperature, concentration, pH, level height) in set intervals and logs them in the system. During the trial run of the probe, sensor accuracy was tracked and compared to reference measurements, achieving sufficiently low deviations for the purpose of continuous operation.

Keywords: concentration measurement; cutting fluids; probe.

MeSH terms

  • Algorithms*
  • Commerce*
  • Dioctyl Sulfosuccinic Acid
  • Drug Contamination
  • Emulsions

Substances

  • Emulsions
  • Dioctyl Sulfosuccinic Acid

Grants and funding

This work was supported by the VEGA grant agency of the Ministry of Education, Science, Research and Sport of the Slovak Republic and the Slovak Academy of Sciences, no. 1/0266/23, and project APVV-21-0071, and project “Development of new progressive cutting tools for machining parts produced by WAAM additive manufacturing technology to reduce the number of cutting tools when machining parts from different types of materials” (ITMS2014+: 313011BWQ8), supported by the Operational Programme Integrated Infrastructure, funded by the European Regional Development Fund.