* Original question: "What do you believe are the toughest challenges involved in managing and analyzing data related to renewable energy assets and operations?"
Citation formats
Challenges in data management for renewable energy operations 2017
This statistic represents the major data management challenges related to renewable energy assets and operations according to renewable energy executives worldwide. As of December 2017, about ** percent of respondents mentioned the improving accuracy of asset monitoring data as a challenge.
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Lloyd's Register. (February 1, 2018). Major data management challenges in renewable energy assets and operations among renewable energy companies worldwide as of December 2017* [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 20, 2026, from /statistics/810952/challenges-in-data-management-for-renewable-energy-operations/
Lloyd's Register. "Major data management challenges in renewable energy assets and operations among renewable energy companies worldwide as of December 2017*." Chart. February 1, 2018. ÌÇÐÄÆƽâ°æ. Accessed July 20, 2026. /statistics/810952/challenges-in-data-management-for-renewable-energy-operations/
Lloyd's Register. (2018). Major data management challenges in renewable energy assets and operations among renewable energy companies worldwide as of December 2017*. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 20, 2026. /statistics/810952/challenges-in-data-management-for-renewable-energy-operations/
Lloyd's Register. "Major Data Management Challenges in Renewable Energy Assets and Operations among Renewable Energy Companies Worldwide as of December 2017*." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 1 Feb 2018, /statistics/810952/challenges-in-data-management-for-renewable-energy-operations/
Lloyd's Register, Major data management challenges in renewable energy assets and operations among renewable energy companies worldwide as of December 2017* ÌÇÐÄÆƽâ°æ, /statistics/810952/challenges-in-data-management-for-renewable-energy-operations/ (last visited July 20, 2026)
Major data management challenges in renewable energy assets and operations among renewable energy companies worldwide as of December 2017* [Graph], Lloyd's Register, February 1, 2018. [Online]. Available: /statistics/810952/challenges-in-data-management-for-renewable-energy-operations/
