Case Study: Mitsubishi Electric Air Conditioning Systems Europe Ltd. cuts data prep time by 30% with FairCom Edge

Improving Time-to-Value by 30%: How Mitsubishi Electric Air Conditioning Systems Automates Data Processing with FairCom Edge

Mitsubishi Electric Air Conditioning Systems Europe Ltd. (M-ACE) faced a significant challenge with fragmented data streams from its factory equipment. The use of multiple industrial communication protocols created data silos, forcing its data scientists to spend nearly a third of their time manually cleaning and preprocessing raw telemetry due to issues like mismatched timestamps and formatting errors. This created a major bottleneck for analytics.

To solve this, M-ACE deployed FairCom Edge as a central data integration platform. The solution automated data collection and standardization, eliminating the need for manual preprocessing. This implementation by FairCom reduced time spent on data cleaning by approximately 30%, allowing the team to quickly identify energy-saving opportunities that are projected to reduce total energy consumption by 10-20% within two years.

Mitsubishi Electric Air Conditioning Systems Europe Ltd. (M-ACE)