Energy generation, transmission & distribution, and storage

Forward-thinking operations leverage data with Maxwell to drive success

Energy generation

Generating power, whether it comes from wind, air, carbon, water, or nuclear requires an exceptionally high level of efficiency. Your infrastructure needs to run at the highest capacity and reliability to meet your business goals and customer demands.

And we get it. That is why we have focused on bringing the power of Maxwell's AI/Machine Learning to focus on the most important tasks to your operation including:

  • Prescriptive maintenance
  • Output and yield forecasting
  • Asset performance maximization
  • Capacity planning
  • Resilience optimization
  • Failure prediction

Energy transmission and distribution (T&D)

Plant management

There is a lot of money tied up in energy plant maintenance and problems are inevitable. Our goal is to enable operators across your company to spend time fixing the problem (or potential problem) instead of having to identify it.

Maxwell correlates weather forecasting (wind, sunlight, insolation) with your physical plant, equipment failure rates, and the environment (vegetation, buildings, etc.) to identify risk and make recommendations. Recommendations include vegetation management schedules, equipment replacement plans, etc.

Energy storage

Batteries, flywheels, compressed air, thermal energy storage, pumped hydroelectric storage are technologies leveraged by energy generation companies around the world to maximize the efficiency of energy generation, transmission, and consumption.

Maxwell learns demand and price patterns to ensure you produce, store, and deliver at the most optimal time for your business.

What can Maxwell do for forward-thinking businesses?

Deliver tangible outcomes


Minimize potential risks

Simulate failures and recovery scenarios


Maximize return on assets

Forecast load and revenue potential


Get the most out of your infrastructure

Deploy infrastructure when and where it is needed

Improve performance

Improve performance & reduce congestion

Predict failures and minimize bottlenecks

Case study: wind-farm operations

Maxwell improves operational efficiency

Maxwell’s Deep Learning Platform forecasts existing wind turbine infrastructure performance and applies that learning to:

  • Prescriptive maintenance of deployed infrastructure
  • Simulate failures
  • Capacity planning
  • Forecast short-and-long term energy production
Find out more

Case study: Revenue maximization with solar power storage

Maxwell as a PaaS application for yield forecasting

Energy storage equipment stores energy from solar power systems into very efficient storage devices. Maxwell predicts market pricing and helps decide when to store power and when to send it to the grid.

Maxwell forecasts solar production and market pricing. It then recommends when to store and when to transfer power to the grid to maximize revenue potential.

Find out more

Case study: Vegetation management

Continuous risk assessment of power plant infrastructure
Vegetation and asset monitoring to minimize fire risk

Identify environmental and vegetation risk on 87,000 miles of electric lines and 2.5 million power poles. Deploy sensors across the infrastructure to identify existing and forecasted risk.

Maxwell’s neural-network identifies existing and future risk of fire:

  • Determine risk level for equipment (e.g. power cables, power poles, transformers, etc.)
  • Predict future risk patterns
  • Route and re-route load in near-real-time
  • Simulate failures and impact on the network
  • Plan additional for capacity resources
Find out more

Start your journey with Maxwell

Request a demo and talk to one of our experts to learn how you can  leverage the power of your data to decrease business costs, increase performance, resilience, and profits. We will guide you step-by-step to connect, unify, analyze, and gain invaluable insights from your data.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

What is Maxwell?

Maxwell is the AI-based competitive weapon for large-scale IT
Virtuous Cycle of Continuous Improvements
At Solecular we view IT and OT efficiency as simply a matter of planning ahead.

Meet Maxwell, the AI platform built to help you see future growth and even take actions for you autonomously .

There are a variety of applications for the Maxwell platform, but Capacity Planning is one clear fit. Maxwell can predict future resource load, like network throughput, months into the future and this enables you to invest in the right resources at the right time.

Maxwell's core value is a cycle of measuring, learning, implementing, and repeating. This can happen at different speeds for different applications - from minutes to days. Maxwell forms a deep understanding of your resources - and these can be almost any metric. Maxwell works with server resources, like CPU, memory, network, and I/O. It can just as easily work with power data for whole countries!

Maxwell builds utilization models using our proprietary machine learning algorithms, starting with raw measurements for each of these resources.
Try It
Try Solecular now to see how much money and power you can save.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.