Aging Infrastructure, Aging Workforce: How Utilities Can Keep Expertise on the Grid

Aging Infrastructure, Aging Workforce: How Utilities Can Keep Expertise on the Grid

Capturing and operationalizing institutional knowledge within utility operations is critically important.

Much of the utility industry’s focus has been on physical assets, but knowledge is just as critical. Understanding how the grid operates, how systems behave under stress, and how decisions are made during live events is essential. That knowledge is increasingly at risk as experienced operators retire.

Find out more on our post on T&D World

In this article, the CEO of Delta Energy, Scott Foster, examines why utilities excel at restoring power yet often miss opportunities to learn from the restoration process itself. Drawing on the fragmented data trails left behind by outages spanning OMS, SCADA, AMI, crew logs, and weather systems, the article explores how disconnected systems and manual analysis prevent meaningful insight. To close this gap, the piece outlines three ways utilities can turn every outage into a learning opportunity: embedding post-event analytics into planning, unifying operational and planning data, and standardizing post-event analysis so the grid becomes more resilient after every storm, outage, and near miss.

Find out more on our post on T&D World

DELTA ENERGY introduces AI-powered wildfire mitigation capabilities for utilities

DELTA ENERGY introduces AI-powered wildfire mitigation capabilities for utilities

AI-based features leverage real-time data and predictive modeling to help utilities proactively identify and reduce wildfire risk and strengthen compliance

MURRIETA/SAN DIEGO, Calif. – April 28, 2026Delta Energy, a network, smart grid, and big data company redefining connectivity, today announced new AI-driven wildfire mitigation capabilities designed to help utilities proactively identify and reduce fire risk across their infrastructure. The system continuously analyzes real-time weather conditions, grid telemetry, and environmental data to detect potential hazards before they escalate. By combining predictive modeling with around-the-clock monitoring, Delta enables utilities to move from reactive response to proactive prevention.

As wildfire risk intensifies across the U.S., utilities face increasing pressure to strengthen mitigation strategies, ensure regulatory compliance, and protect communities. A new report from Stanford University’s Climate and Energy Policy Program (CEPP) warns, “As utilities prepare for record infrastructure demand driven by electrification, data centers, and renewables, the cost of inaction in the face of rising wildfire risk is mounting. Wildfires can cause billions of dollars in damage to communities, bankrupt utilities, and ultimately increase rates for customers.”  

 

Delta Energy’s latest capabilities address these challenges by delivering continuous intelligence across multiple grid systems, empowering operators with actionable insights to prevent fires before they start. Unlike traditional monitoring tools that rely on static dashboards and manual intervention, Delta’s wildfire mitigation system uses AI to continuously evaluate risk across up to 10 integrated data sources, including weather patterns, terrain, and real-time equipment performance. The platform generates a dynamic risk score on a standardized scale, helping utilities prioritize high-risk areas and take immediate action. Designed to support modern grid operations, the system’s ‘always on’ capabilities enhance situational awareness while creating a comprehensive audit trail for compliance and reporting.

The system evaluates key environmental factors such as wind intensity, humidity, temperature, and precipitation trends, as well as a fire weather index that estimates how easily a fire could ignite and spread. This data is combined with live equipment telemetry, such as load levels and temperature, to dynamically adjust risk scores and provide critical equipment updates. When elevated risk is detected, utilities can use the platform to initiate mitigation actions, including dispatching field crews, clearing vegetation, or adjusting grid operations. Planned integrations with work order management systems will further streamline response workflows, enabling faster, more coordinated action in high-risk scenarios.

 

Wildfire Mitigation features include: 

  • AI-driven risk scoring: Continuously evaluates wildfire risk using environmental and grid data, normalized on a 0–100 scale. 
  • Real-time monitoring: 24/7 analysis across up to 10 integrated systems, including weather, GIS, and equipment telemetry. 
  • Predictive + live intelligence: Combines forecasting models with real-time operational data for more accurate risk detection. 
  • Proactive mitigation: Enables utilities to identify and address risks before ignition occurs. 
  • Compliance-ready audit trail: Provides continuous documentation to support wildfire mitigation plans and regulatory requirements. 
  • Scalable integration: Designed to connect with existing utility systems, including OMS and work order platforms.  

Looking ahead, Delta Energy plans to expand these capabilities to support broader emergency response efforts, including providing critical infrastructure visibility during active wildfire events. By delivering a unified, intelligent view of grid conditions, the company aims to help utilities play a more proactive role in protecting both infrastructure and the communities they serve.

 

The Wildfire Mitigation capabilities are available within Delta Energy's grid intelligence platform, launching in Q3 2026. For more information on wildfire mitigation, email [email protected].

 

About Delta Energy

Delta Energy is a network, smart grid, and big data company redefining connectivity through a scalable, standardized solution. Its proprietary Wireless Wide Area Network (WWAN) delivers high-speed connectivity wherever electricity exists, helping bridge the digital divide for underserved populations. Through its “Neural Grid” approach, Delta combines advanced metering infrastructure (AMI) with low-latency, bidirectional data delivery to enable secure connectivity and new IoT opportunities.

 

Delta’s analytics platform provides utilities with real-time insights, including energy theft detection and operational efficiencies that drive measurable cost savings. By unifying fragmented grid systems into a secure, intelligent ecosystem, Delta enhances data transparency, strengthens grid performance, and connects power infrastructure to the modern digital world. For more information, visit https://www.deltaglobalnetwork.com/.

 

Media Contact:
Lindsey Bradshaw
Plat4orm
[email protected]

Five Ways Utilities Can Make Better Decisions with the Data They Already Have

Five Ways Utilities Can Make Better Decisions with the Data They Already Have

Utilities have invested heavily in infrastructure, but challenges like alert overload and fragmented systems hinder effective operations. The piece offers strategies to unify data, reduce alarms, and add context for smarter grid management.

  • Unify operational data across multiple systems to create a comprehensive, real-time view of grid conditions, enabling faster and more accurate decisions.
  • Reduce alert saturation by correlating alarms from various sources, helping operators focus on critical, actionable events rather than reacting to noise.
  • Add context to raw data by integrating topology, asset conditions, and historical patterns, transforming signals into operational insights.
  • Move beyond simple monitoring to predictive operations, anticipating issues before they escalate and improving grid resilience.
  • Align organizational teams around a shared operational model to streamline data integration, communication, and decision-making processes.

Find out more on our post on T&D World

Contact

United States
29975 Technology Drive
Suite 101, Murrieta
CA 92563

+1 951 816 6338
[email protected]