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Category: Predictive Analytics

Our experience with predictive analytics: Algo Engines Fitness Score

October 13, 2017Team Algo EnginesBig data, Condition monitoring, data analytics, Predictive Analytics, Predictive Monitoring, Solar Asset Management, Wind Asset ManagementNo commentsEnergy analytics, IoT, Predictive Analytics, Predictive maintenance, Solar asset management, Wind turbine analytics

A lot has been written on the use of predictive analytics and its application for industrial equipment. The first stage in data analytics for industrial equipment revolves around efficiency metric construction and its improvement. The rules for metric constructions is…

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Moving machines to continuous appraisals (predictive) rather than year-end bell curves (scheduled)…

January 6, 2017Team Algo EnginesBig data, data analytics, Predictive Analytics, Predictive MaintenanceNo commentsBig data, data analytics, Energy analytics, Predictive Analytics, Predictive maintenance, Preventive Maintenance, Solar asset management, Wind asset management

As the year draws to a close, most organisations will embark on the annual appraisal process. A process which most managers view as time consuming, demotivating, and often unhelpful. Yet, nearly nine out of ten companies employ the year-end ratings and…

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Is no UI the future of UI?

August 12, 2016Team Algo Enginesdata analytics, Predictive Analytics, PV monitoring, Wind Asset ManagementNo commentsPredictive Analytics, Solar monitoring, Wind analytics, Wind monitoring

The User Interface (UI) currently splashed across various screens is about to change in a significant way. User interfaces are currently being used to delight customers by using extensive color pallets and extra features, whereas attention should be of fulfilling…

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Extracting value from big energy data – Moving beyond the meeting traps!

June 21, 2016Team Algo EnginesBig data, Condition monitoring, data analytics, IoT, Predictive AnalyticsNo commentsAnalytics, Big data, Energy analytics, IoT, Predictive maintenance, Solar monitoring, Wind turbine analytics

So much has been said about using machine learning to predict failures, while so little is actually used in practice. The number of papers, research articles, presentations and videos on predicting failure surely qualify for VERY BIG DATA. Over the…

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Identifying Anomalies: A powerful big-data analysis tool

May 27, 2016Team Algo Enginesdata analytics, Predictive Analytics, Predictive Maintenance, PV monitoring, Solar Asset Management, Wind Asset ManagementNo commentsSolar asset management, Solar monitoring, Solar PV analytics, Wind analytics, Wind asset management, Wind monitoring, Wind turbine analytics

In the world of Big-Data analytics, quite often, organizations get confused by the vast amount of data that they could potentially harness. One of the easiest ways to make use of this mountain of data is to use it to…

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Weibull Analysis to Help Forecast Failures

December 10, 2015Satish KashyapBig data, Forecasting, Predictive Analytics, Predictive Maintenance, Predictive Monitoring, Solar Asset Management, Wind Asset Management, Wind Farm MonitoringNo commentsMTBF, MTBR, MTTF, root cause analysis, Time to failure, Weibull

When a wind turbine or inverter starts to fail, management wants answers. Are they failing because of manufacturing problems? Is it due to bad operations and maintenance practices? Or is the design to blame? After doing root cause analysis the…

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Recent Posts

  • Low hanging fruits in the battle for higher availability…..
  • Our experience with predictive analytics: Algo Engines Fitness Score
  • Virtual power plants and the future of the grid..
  • Solar Analytics to bring in a Revenue Uptick…
  • Moving machines to continuous appraisals (predictive) rather than year-end bell curves (scheduled)…

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