Challenge
Large owners may have several wind farms to inspect each year – a big data challenge. For example, 250 turbines, with 300 inspection points each, makes 75,000 data points.
Many of these will have a photo attached to it: a grease leak, a missing blade stud, or melted cooling fan. Each point will have a severity rating and often a comment and recommendation.
Without a standard tracking tool, this data can easily be lost and misplaced with no simple way to track each component. Technicians can inconsistently determine failure modes and the severities of each failure mode.
Additionally, the language used to describe each failure mode can be inconsistent which can have legal connotations for example, broken v requires maintenance.
And without a software platform, data can be extremely difficult to organize and prioritize after inspections are completed. The big data challenge can be extremely time consuming to organize into Excel or similar tool.