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Release Date
ERICA Number
PNNL-39191
Document Subject Area
Oscillation Detection
Data Centers
Large Loads
Point-on-wave Data
Synchrophasor Measurement Accuracy
Description

This report addresses the critical need for accurate monitoring of grid oscillations caused by the periodic load profiles of large AI data centers. It provides an essential analysis for anyone involved in grid performance and compliance. Abstract: Artificial intelligence (AI) training data centers...

Release Date
Document Subject Area
Model Validation
Calibration using synchrophasors
Model Parameter Tuning
Description

NASPI Tracking Number: NASPI-2024-TR-001

Release Date
ERICA Number
PNNL-29770 and NASPI-2020-TR-004
Document Subject Area
Grid Monitoring Devices
Description

Power system planners and analysts see growing opportunities in the use of higher-resolution, time-synchronized grid data for a variety of applications. This paper defines high-resolution measurements as those faster than 256 samples/sec., ranging up to a million samples/second (1 MHz). It reviews...

Release Date
ERICA Number
PNNL-28218 / NASPI-2018-TT-007
Document Subject Area
NASPI Basic Synchrophasor Technology Information and Best Practices
Data Mining Techniques and Tools
Description

Data mining is the process of turning raw data into useful information. Data mining has been employed in many different data-rich industries, including banking, healthcare, manufacturing, and telecommunications. With the additions of thousands of PMUs to the nation’s power grid, the power systems...

Release Date
ERICA Number
PNNL-28197 / NASPI-2018-TR-008
Document Subject Area
Application Data Requirements
Categorizing PMUs
Description

Phasor measurement units (PMUs) are becoming prevalent on the power system, as is their integration into advanced power system applications. Performance characteristics for the PMU devices are formalized under IEEE Standard C37.118.1-2011 [1]. Formalizing the data requirements for PMU-based...

Release Date
ERICA Number
NASPI-2007-TR-007
Document Subject Area
Synchrophasor Measurement Accuracy
Description

November 30, 2007. Prepared by A. P. Meliopoulos, CERTS – Task Force Leader, et al. Digital data acquisition equipment with GPS synchronization adds another dimension to the utilization and application of the data. The technology is young and as such the performance of similar equipment from...

Release Date
Release Date
ERICA Number
NASPI-2017-P-005
Document Subject Area
NASPI Presentations
Description

Silverstein, A. July 2017. NARUC Summer Meeting, presentation "Synchrophasors & the Grid."

Release Date
ERICA Number
NASPI-2017-I-008
Document Subject Area
NASPI Map
Map
Description

NASPI PMU map with and without data connections.