Data Science for Utilities Maintenance | Logic20/20

Data Science for Utilities Maintenance

Don't just react. Prevent.


As environmental and customer needs change, utilities across the US are adapting with new technologies. Field data and predictive analytics can combine to minimize risk, optimize maintenance, and prevent damage before it occurs.

 

 

Power lines with trees

Monitor

Whether from drone cameras or smart meters, field data is rich with opportunity for maintenance improvements. Utilities can monitor assets at scale by feeding cloud-based field data into machine learning algorithms.

Predictive analytics utilities information

Predict

Machine learning can analyze field data at scale to identify patterns and outliers, proactively indicating when assets are near failure or at risk of environmental damage. When historical environmental data is added, analytics tools can also predict how assets will respond to future events like fires, floods, storms, and earthquakes.

Utility crew asset management

Prevent

When outages occur, artificial intelligence can instantaneously reroute electricity, shortening the time customers are without power. Machine learning can also help prioritize incident response crews so that they handle outages more efficiently. With real-time data and intelligent predictions easily available, you can be proactive about asset management—before outages and/or damage occur. Replacing equipment, reducing nearby risks, or even temporarily turning off power can keep customers safe.

How It's Done

 

Big Data Analytics

Use field asset insights to your advantage. We help you drive decision making by streamlining analytics, putting data in context, and more.

Predictive Analytics & Data Science

Forecast analytics to explore what’s possible with your assets and get up-to-the-minute information about how to prevent issues.

Data Visualizations

With clear data visualizations, you can gather and communicate data to field technicians and customers.

Machine Learning

Let machine learning optimize your work. We excel in automation & use predictive analytics models to improve your operations.

Production Grade Cloud-based Solutions

With cloud solutions in place, your infrastructure can handle the needs of your team, no matter how far afield.

 

Analytics give you the power to understand your assets and adapt your operations at scale, accelerating your business and increasing your ROI. Predictive analytics uses the power of machine learning to analyze field data of all kinds and produce recommendations for incident prevention. When you can see what’s coming, you can do what’s necessary.

 

 

Benefits for Utilities

  • Lower risk of dangerous accidents
  • Increased insights to improve EERS compliance
  • Reduced customer churn
  • Long-term cost savings
  • Lower human effort for higher ROI

Benefits for Utilities Customers

  • Increased safety
  • Fewer and shorter outages
  • Increased insight into services provided
  • More personalized service experience
 

 

 

Get Started