SHARE
Facebook X Pinterest WhatsApp

How Real-Time Technology Keeps Electricity Flowing

thumbnail
How Real-Time Technology Keeps Electricity Flowing

How Real-Time Technology Keeps Electricity Flowing

Researchers at Texas A&M University have developed a way to predict weather hazards, vulnerability of electric grids and the economic impact of the potential damage.

Written By
thumbnail
Joe McKendrick
Joe McKendrick
Aug 7, 2017

Another interesting – as well as potentially life-saving and economically powerful — application of real-time technology is emerging from the labs of Texas A&M University.

Aggie researchers say they have developed an intelligent model that can predict a potential vulnerability to utility assets and present a map of where and when possible outages may occur.

“Utility grids and related assets are mostly located outdoors and are exposed to all kinds of weather hazards,” said Mladen Kezunovic, professor at A&M. “Dealing with aging infrastructure assets adds another layer of complexity that utility companies face. Any kind of environmental data that has some relevance to the power system can be fed into this prediction framework..

The smart grid gets smarter

The model takes the smart grid concept to a new level, providing a capability to predict weather hazards, vulnerability of electric grids and the economic impact of the potential damage. By analyzing the impact of a potential vulnerability and weather impacts on power system outages, the researchers can predict where and when outages can occur.

[ Related: GE’s Big Selling Point: Asset Performance as a Service ]

For example, predicting an optimal tree-trimming schedule that would minimize the risk of vegetation-related outages is one of the applications. Data such as a utility company’s operational records, weather forecasts, altitude and vegetation around the power systems can be used to customize the applications of the model.

The implications of being able to predict service outages or disruptions in real time – and prevent them, has obvious benefits in terms of preventing hazards as well as supporting ongoing commercial and residential power requirements. Along with the benefits cited by the Aggie researcher, there’s a more hidden aspect to this as well – spikes and variations in electrical transmission also results in “dirty” power transmission that gradually degrades equipment and appliances.

[ Related: IIC Tests Approaches for Saving Energy in Cities ] 

Data such as a utility company’s operational records, weather forecasts, altitude and vegetation around the power systems can be used to customize the applications of the model. The model analyzes historical and close-to-real-time weather data and predicts future vulnerabilities, enabling utility companies to put more efficient mitigation measures, such as inspection, repair and maintenance processes, into action.

Advertisement

Real-time technology means real saving

By preventing outages with historical and close-to-real-time data, utilities and their customers could potentially can save millions of dollars, the researchers state. This is only the latest example of how real-time situational awareness – based on data, and linked to ability to take preventative action – can change the game across leading industries.

thumbnail
Joe McKendrick

Joe McKendrick is RTInsights Industry Editor and industry analyst focusing on artificial intelligence, digital, cloud and Big Data topics. His work also appears in Forbes an Harvard Business Review. Over the last three years, he served as co-chair for the AI Summit in New York, as well as on the organizing committee for IEEE's International Conferences on Edge Computing. (full bio). Follow him on Twitter @joemckendrick.

Recommended for you...

Real-Time Decisions at the Edge: Adaptive Edge Intelligence Use Cases Across Industries
Agentic AI in Industry: The Technologies That Will Deliver Results
Real-Time Visual Intelligence in the Energy Industry
Amplifying Agentic AI’s Benefits with Collaborative AI Agents

Featured Resources from Cloud Data Insights

The Difficult Reality of Implementing Zero Trust Networking
Misbah Rehman
Jan 6, 2026
Cloud Evolution 2026: Strategic Imperatives for Chief Data Officers
Why Network Services Need Automation
The Shared Responsibility Model and Its Impact on Your Security Posture
RT Insights Logo

Analysis and market insights on real-time analytics including Big Data, the IoT, and cognitive computing. Business use cases and technologies are discussed.

Property of TechnologyAdvice. © 2026 TechnologyAdvice. All Rights Reserved

Advertiser Disclosure: Some of the products that appear on this site are from companies from which TechnologyAdvice receives compensation. This compensation may impact how and where products appear on this site including, for example, the order in which they appear. TechnologyAdvice does not include all companies or all types of products available in the marketplace.