Probabilistic Electricity Consumption Forecasting
Machine learning provides an excellent avenue for predicting future energy consumption. Energy Consumption is Ripe for ML Predictions Matching energy consumption with the appropriate level
Category: Grid Analytics
Automating Utility Pole Recognition & Inspection with Computer Vision
Computer vision offers significant cost savings by way of scalability and automation. The true art of any AI application comes down to how a data
Using Satellite Imagery to Identify 37 Different Species of Vegetation and Reduce Risk
A case study by Red Eléctrica de España, Elewit and Overstory. Which tree, of the millions that are located near power lines, could be the
The Role of Distributed Intelligence in Addressing Grid Challenges
Distributed intelligence capability is a key pillar for utilities to building a broad solution—a distributed intelligence platform applies analysis, decision-making and action where it is
Bringing Automated Inspection From Concept to Scale by “Closing the Loop”
Computer vision and the quickly evolving field of drones and robotics for inspection have become key figures in the race to realize automated operations across
Salt River Project Smart Usage Alerts Project at UA Summit 2021
UAI’s Erin Hardick talks with Gary Rector, Data Scientist at Salt River Project (SRP), about SRP’s Smart Usage Alerts project. At UA Summit 2021,
The Energy Act of 2020, Grid Modernization – A First Look
A first look at Title VIII Grid Modernization from the 533-page Energy Act of 2020. The 533-page Energy Act of 2020 is chock full of
Building the Foundation for Utility Asset Analytics Part 2
Asset analytics can help make the shift from run-to-failure to predictive and condition-based maintenance. This is the second part of a two-part series. Read part
Building the Foundation for Utility Asset Analytics Part 1
Predictive analytics can help utilities realize value through improved reliability, decreased O&M costs, improved safety, and developing a coherent, systematic approach to asset base replenishment.
Climate Risk is Investment Risk – What Utilities Need to Know: An Introduction
Investors will be looking more closely at utilities’ exposure to climate risk as an input to their investment decisions. Climate risk has shareholders, bond
