Huoltoanalytiikan
Huoltoanalytiikka refers to the systematic analysis of data generated from the operation and maintenance of equipment and systems. Its primary goal is to predict potential failures, optimize maintenance schedules, and improve overall equipment effectiveness. By collecting and analyzing various data points such as sensor readings, operational logs, and historical maintenance records, huoltoanalytiikka aims to move from reactive or preventive maintenance to a more proactive and predictive approach.
This field utilizes a range of techniques, including statistical analysis, machine learning algorithms, and data mining.
The benefits of implementing huoltoanalytiikka are numerous. It leads to reduced unscheduled downtime, lower maintenance expenses