NewEnergyNews: ORIGINAL REPORTING: Numbers Game -- Data Analytics And The Utility Community Of The Future/

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Gleanings from the web and the world, condensed for convenience, illustrated for enlightenment, arranged for impact...

The challenge now: To make every day Earth Day.

YESTERDAY

THINGS-TO-THINK-ABOUT WEDNESDAY, August 23:

  • TTTA Wednesday-ORIGINAL REPORTING: The IRA And The New Energy Boom
  • TTTA Wednesday-ORIGINAL REPORTING: The IRA And the EV Revolution
  • THE DAY BEFORE

  • Weekend Video: Coming Ocean Current Collapse Could Up Climate Crisis
  • Weekend Video: Impacts Of The Atlantic Meridional Overturning Current Collapse
  • Weekend Video: More Facts On The AMOC
  • THE DAY BEFORE THE DAY BEFORE

    WEEKEND VIDEOS, July 15-16:

  • Weekend Video: The Truth About China And The Climate Crisis
  • Weekend Video: Florida Insurance At The Climate Crisis Storm’s Eye
  • Weekend Video: The 9-1-1 On Rooftop Solar
  • THE DAY BEFORE THAT

    WEEKEND VIDEOS, July 8-9:

  • Weekend Video: Bill Nye Science Guy On The Climate Crisis
  • Weekend Video: The Changes Causing The Crisis
  • Weekend Video: A “Massive Global Solar Boom” Now
  • THE LAST DAY UP HERE

    WEEKEND VIDEOS, July 1-2:

  • The Global New Energy Boom Accelerates
  • Ukraine Faces The Climate Crisis While Fighting To Survive
  • Texas Heat And Politics Of Denial
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    Founding Editor Herman K. Trabish

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    WEEKEND VIDEOS, June 17-18

  • Fixing The Power System
  • The Energy Storage Solution
  • New Energy Equity With Community Solar
  • Weekend Video: The Way Wind Can Help Win Wars
  • Weekend Video: New Support For Hydropower
  • Some details about NewEnergyNews and the man behind the curtain: Herman K. Trabish, Agua Dulce, CA., Doctor with my hands, Writer with my head, Student of New Energy and Human Experience with my heart

    email: herman@NewEnergyNews.net

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      A tip of the NewEnergyNews cap to Phillip Garcia for crucial assistance in the design implementation of this site. Thanks, Phillip.

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    Pay a visit to the HARRY BOYKOFF page at Basketball Reference, sponsored by NewEnergyNews and Oil In Their Blood.

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  • WEEKEND VIDEOS, August 24-26:
  • Happy One-Year Birthday, Inflation Reduction Act
  • The Virtual Power Plant Boom, Part 1
  • The Virtual Power Plant Boom, Part 2

    Wednesday, August 07, 2019

    ORIGINAL REPORTING: Numbers Game -- Data Analytics And The Utility Community Of The Future

    The biggest numbers game in the power sector: Data analytics and the utility community of the future; Software and data are transforming the utility industry and connecting energy users.

    Herman K. Trabish, March 25, 2019 (Utility Dive)

    Editor’s note: The use of data analytics is becoming intrinsic in electric utility planning and customer service.

    Cost-effective electricity generation from variable renewables is allowing new clean transportation and other electrification initiatives. But they will make the resulting clean energy economy dependent on a burgeoning and complex power system. Automated data analytics can provide the granular, real-time situational awareness to effectively manage it. "Data is a linchpin of our collective energy future," Matt Schnugg, senior director of data and analytics for GE Power Digital, said in an email to Utility Dive. Data will optimize assets across "the energy network" for "navigating the digital transformation."

    The use cases for data analytics are wide-ranging and proliferating. Data analytics-based weather forecasting is prompting pre-hardening of systems against extreme weather events. Data analytics are delivering new services and savings to customers through utility-led energy efficiency programs that cut customer bills and lower utilities' system costs. In addition, digital simulations are perfecting new hardware before it is installed.

    Data analytics are also creating significant savings from predictive maintenance. OSIsoft-processed data has saved Duke Energy over $130 million by predicting transformer failures before they occurred, former Duke VP and CIO Chris Heck told an April 2018 conference. "The unprecedented interconnectedness of systems and available computational power through the cloud are allowing new system-wide data analytics applications," Clean Power Research (CPR) Executive Director Jeff Ressler told Utility Dive. "The era of siloed utilities is over, and executives are working on creating high fidelity, high quality data structured to be used throughout the company."

    No one software will be the answer, as increasing amounts of data and system integration are layered and analyzed by artificial intelligence (AI) with machine learning, he added. That will lead to the next stage in data analytics in which a utility community pools data and computing power "for the deep machine learning AI requires," Electric Power Research Institute (EPRI) AI lead and VP for Transmission and Distribution Andrew Phillips, told Utility Dive. This will allow "shared, curated data and a secure platform to develop solution algorithms."

    Data analytics can ultimately lead to a decentralized network that allows peer-to-peer energy transactions in a connected community, energy sector analysts told Utility Dive. But utilities must first fully assimilate and integrate the data and its capabilities. The first step toward a fully digital utility is the use of operational and third-party data "on a day-to-day basis," GE's Schnugg said. To use the "disparate and often siloed" data effectively, it must be brought into software that can process "hundreds of gigabytes of data per day" and perform "near real-time analytics on individual system assets and on the overall network."

    While 91% of utility leaders see such data use as "crucial to the future success of their utilities," only 23% said their companies are making "capital expenditure decisions based on predictive analytics," according to a survey of 150 utilities released March 1 by energy research firm Zpryme and ABB. Zypryme's survey presented a three-stage, nine-step "Digital Maturity Curve" along which utilities can progress from "digitization," which is assimilating data, to "digitalization," which is using data. In "enterprise integration," the last stage, utilities will "communicate, monitor, compute, and control grid and customer operations with real-time intelligence and situational awareness," the survey reported… click here for more

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