MicrosoftLive source
AI-Powered Predictive Maintenance in the Energy Sector
Use case typeEnergy operations automationUpdated Jun 13, 2026
JERA uses Microsoft's AI to monitor power plants round-the-clock, boosting efficiency and preventing failures. National Grid leverages Azure and Copilot to streamline workflows and contributes towards its sustainability ambitions. Partnerships with Exelon, Schneider Electric, and others further optimize energy resource strategies using advanced Microsoft AI capabilities.
- Organization
- National Grid
- Industry
- Energy & Utilities
- Location
- Japan
- Published
- October 2024
Reported outcomes
Strategic outcomes
Risk & complianceReduced unplanned outages and downtimeScale & capacityEnhanced power plant availabilityEmployee experienceAutomated manual and administrative tasksSustainability & ESGAccelerated progress toward net-zero goals
Primary read
Use case focus
Showing 3 of 5
- 1AI-based Predictive Maintenance for Power Plants
- 2Grid Management Optimization Using Machine Learning
- 3Automated Regulatory & Finance Workflow with Copilot
- Europe's energy demand projected to rise by nearly 20% by 2030
- Grid flexibility needs to increase 7x by 2050 to manage renewables variability
- Over 200 cyberattacks on the European energy sector in 2023
- Aging infrastructure contributes to risk of costly unplanned downtime and outages
- Utilities struggle with operational inefficiencies and manual processes
- Implemented AI-based predictive maintenance application for remote 24/7 monitoring of equipment
- Leveraged Azure ML to analyze historical performance and environmental data for incident forecasting
- Utilized Copilot to streamline workflow automation, document management, and report generation across regulatory, finance, and legal operations
- Deployed advanced AI capabilities to optimize grid management and resource strategies
- Reduced unplanned outages and downtime through early detection of equipment issues
- Enhanced power plant availability and operational efficiency
- Improved employee productivity by automating manual and administrative tasks
- Accelerated progress towards sustainability and net-zero goals for energy providers
Implementation partners3
Sources & evidence1
Live sourceStill referenced
The case's original source is still reachable.
- Cited source last checked Jun 12, 2026 — ok (0/1 broken).
Measures whether this deployment's public evidence persists — not whether the system is still in production.
Groundedness: Unavailable
AI-generated summary. Verify important details with the linked sources before relying on this case.
Explore related AI use cases
Customer evidence
Provider evidence
Market context
AI patterns
Browse the catalog
Was this useful?