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Industry: Energy, Resources & Environment

Supply monitoring

  • Energy, Resources & Environment
Data Analytics Internet of Things Monitoring Optimization
EDF Energy is using machine learning methods in monitoring their energy supply network for efficiency and degradation, continually improving …
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Oil tank floor inspection

  • Energy, Resources & Environment
Internet of Things Quality control Robots/Drones
Phillips 66 is using robots made by Square Robot in inspecting their petroleum product storage tank floors while the …
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Energy consumption prediction

  • Energy, Resources & Environment
Explainable AI Neural Network Prediction
ABB, working with Verdigris Technologies, have developed machine learning methods that are helping companies in avoiding peak time energy …
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Monitor network trafficking

  • Energy, Resources & Environment
Advanced Statistical Models Monitoring Security
AT&T is using machine learning to detect new patterns in network traffic and to indicate bad actors that can …
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Prediction of energy consumption

  • Energy, Resources & Environment
Advanced Statistical Models Data Analytics Optimization Prediction
Bosch is using AI in predicting the future energy consumption of their plants, and can adjust its patterns of …
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Figure out why solar panel farms kill birds

  • Energy, Resources & Environment
Computer Vision Data Analytics Data collection
The goal of the Avian Solar Working Group was to determine why solar farms kill birds. They taught a …
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Smart thermostat

  • Energy, Resources & Environment
Automation Customer Service Data Analytics Personalization
Some utilities firms, like Xcel and Ottertail Power, are offering rebates on installing smart thermostats. The thermostats allows customers …
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Predicting renewable energy sources

  • Energy, Resources & Environment
Computer Vision Data Analytics Internet of Things Optimization
Xcel is predicting energy consumption patterns based on data from local satellite records, weather stations and wind farms in …
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Diagnosing soil defects

  • Energy, Resources & Environment
Internet of Things Optimization
Trace Genomics is using Machine Learning in provide clients with a sense of their soil’s strengths and weaknesses with …
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Better management of energy usage

  • Energy, Resources & Environment
Automation Internet of Things Optimization
Results of the toolkit by Innowatts being implemented were seen within a month. In the Northeast of the United …
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