DIGITAL ENERGY

Analytics for power

On a minute-by-minute basis, the Utility industry is dealing with complex operational challenges across a network of generation, transmission and distribution, that can have a broad impact to market, customers and operational objectives. Whether a long term market contract, or an immediate control system response, leverage the wealth of your own data, GE’s domain expertise, and the power of Analytics, to provide greater insight into the right operational decision, and ensure that supporting actions are triggered.
UTILITY ANALYTICS
Digital energy solutions
  • The most comprehensive Utility catalog of performance, anomaly, and physics-based analytics built from GE’s domain expertise in managing 40% of global electricity.
  • Access to the Digital Energy platform that consolidates disparate data sources and provides a tool set for extending your own analytics into the catalog.
  • State-of-the-art machine learning capabilities that continuously tune and adjust your analytics to improve the accuracy of outcomes.
  • A Cloud-to-edge, secure architecture that can close the loop on analytic insights, either feeding the Digital Energy Application portfolio, or sending control system commands for immediate response.
analyics
ANALYTICS
Applications
GE’s Digital Energy application portfolio combines GE’s power domain expertise with artificial intelligence(AI) and machine learning(ML) to deliver predictive and prescriptive insights. These applications leverage our industry-leading analytics library and wrap around your existing infrastructure for fast time-to-value.
O&M OPTIMIZATION
Optimize across availability, reliability, risk, and costs through intelligent asset strategies
ASSET STATUS AND HEALTH
State, status and health with analytics to predict equipment issues before they occur leading to less unplanned downtime
INERTIA PREDICTIONS
Forecast and mitigate the impact of inertia from large power generators on grid reliability
STORM RESPONSE
Utilize localized weather models, historic outage data & asset records to more accurately forecast storm impact on the grid
NETWORK MODEL
Leverage operational data to expose and automatically correct inaccuracies in the electrical connectivity model
FAULT & EVENT ANALYSIS
Securely, automatically and reliably retrieve and manage fault and event information (FEI) from relays and DFR's
AMI NETWORK OPERATIONS
Identify potential mismatch of meters phasing, analytics recommend data corrections
REVENUE PROTECTION
Isolate questionable usage fingerprints at the substation level to reduce non-technical losses and cases of energy theft




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DATA ANALYTICS FOR POWER GENERATION

Across fuel sources within generation, power plants and wind farms are looking to improve productivity and reliability, while also reducing operations and maintenance costs in what have become very dynamic plant missions. GE has delivered a comprehensive Analytics catalog, focusing specifically on these challenges.

Leveraging the knowledge we have gained by powering 30% of global generation, and providing M&D services for over 15 years, now monitoring 818 plants, 3654 assets, and collecting 12 billion readings a day, processing those through over 300 analytics. This library of analytics is an integral part of Digital Energy Performance Management software.

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DATA ANALYTICS FOR GRID

GE’s Grid Analytics suite is a full stack, standardized, and future-proofed data platform built to integrate and model data across the electrical grid, and subsequently use this data to build analytics that drive key outcomes for our utility customers. The platform is built to transform a customer’s current environment to a standardized ecosystem that centralizes, models, and orchestrates data from all of a customer’s source systems.

This data is then made actionable through pre-built analytics, and a workbench that enables power users in the utility to build custom analytics and applications.

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Additional resources
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Operational and business conditions are continually evolving, particularly now as the power industry is undergoing a rapid transformation. Learn how analytics in APM help to reduce operational cost and risk.

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VIDEOS:

See Data Analytics in the Power Sector in Action