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Technical Briefing: Data mining for automatic fault detection and diagnosis from photovoltaic monitoring data

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By Achim Woyte, Project Manager, 3E

The timely and skilful interpretation of performance data from the monitoring of operational PV power plants is vital to improving the management and thus profitability of those plants over their lifetime. Achim Woyte shows how data mining and artificial intelligence can serve the management of solar assets.

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Middle East and North Africa special edition - The region has huge potential for both utility and rooftop solar. The gradual removal of fossil fuel subsidies for power generation, the falling cost of finance and, of course, improving project performance have tipped the balance of the economics for PV in the region. Other highlights include recent market developments in Spain and Chile as well as the hottest emerging markets, increasing use of mobile PV testing facilities, analysis of whether BIPV was set for a rebirth, labour saving in O&M, tax equity funding in the US, microgrids, encapsulants and the 1500V revolution.

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