Empiricism and collaboration on grid data analytics

Author:

Von Meier Alexandra1,Dunn Laurel N.2

Affiliation:

1. University of California

2. PingThings, Inc.,

Abstract

This paper discusses the need for data-driven tools to manage modern electric grids, where planning and operational decisions increasingly require empirical data on various time scales. The advancement of such tools will hinge on deploying instrumentation to collect faster and more localized measurements, capitalizing on state-of-the-art software solutions to facilitate big-data workflows, and enabling open exchange of data and information with research collaborators.

Publisher

Association for Computing Machinery (ACM)

Reference13 articles.

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2. Mohini Bariya . 2021. Applications of Time Synchronized Measurements in the Electric Grid. Ph. D. Dissertation. EECS Department , University of California , Berkeley. http://www2.eecs.berkeley.edu/Pubs/TechRpts/ 2021 /EECS-2021-196.html Mohini Bariya. 2021. Applications of Time Synchronized Measurements in the Electric Grid. Ph. D. Dissertation. EECS Department, University of California, Berkeley. http://www2.eecs.berkeley.edu/Pubs/TechRpts/2021/EECS-2021-196.html

3. Weathering adaptation: Grid infrastructure planning in a changing climate

4. Paul Denholm , Trieu Mai , Rick Wallace Kenyon , Ben Kroposki, and Mark O'Malley. 2020 . Inertia and the Power Grid : A Guide Without the Spin. Technical Report NREL/TP-6A20-73856. National Renewable Energy Laboratory . https://www.nrel.gov/docs/fy20osti/73856.pdf Paul Denholm, Trieu Mai, Rick Wallace Kenyon, Ben Kroposki, and Mark O'Malley. 2020. Inertia and the Power Grid: A Guide Without the Spin. Technical Report NREL/TP-6A20-73856. National Renewable Energy Laboratory. https://www.nrel.gov/docs/fy20osti/73856.pdf

5. NERC Task Force . 2017. 1,200 MW Fault Induced Solar Photovoltaic Resource Interruption Disturbance Report . Technical Report . North American Reliability Corporation . https://www.nerc.com/pa/rrm/ea/1200_MW_Fault_Induced_Solar_Photovoltaic_Resource_/1200_MW_Fault_Induced_Solar_Photovoltaic_Resource_Interruption_Final.pdf NERC Task Force. 2017. 1,200 MW Fault Induced Solar Photovoltaic Resource Interruption Disturbance Report. Technical Report. North American Reliability Corporation. https://www.nerc.com/pa/rrm/ea/1200_MW_Fault_Induced_Solar_Photovoltaic_Resource_/1200_MW_Fault_Induced_Solar_Photovoltaic_Resource_Interruption_Final.pdf

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