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Renewables

Find resources by the Avathon staff related to renewable energy (wind, solar, storage, hydro).

Here’s why you’re not getting enough value from your unstructured data

April 23, 2025

Imagine your technician having a “conversation” with your equipment data to troubleshoot failures and system problems. Or automatically analyzing accident reports and camera footage to make your employees safer. These applications are available today for companies that use AI to interrogate their unstructured data—the event logs, images, customer feedback social media posts and reports that technicians and managers create each day. Without powerful technology, it’s difficult or impossible to analyze at scale, making it effectively invisible to your teams.

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How is industrial AI transforming risk management?

February 25, 2025

Safety issues had become a major pain point for one oil and gas supermajor. The company was racking up nonadherence safety compliance reports and numerous workforce productivity issues across its myriad locations. Enter AI-enabled computer vision. By layering Industrial AI applications on top of CCTV cameras, the company reduced its safety incidences by 90%, saving more than 11,000 workforce hours. Use of AI-powered technologies like Visual AI enables managers to be constantly aware of safety compliance, whether on an oil rig or in a manufacturing facility.

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Artificial intelligence and the winds of change

February 3, 2025

The windmill was invented by the Persians sometime around the ninth century, and ever since, humankind has been harnessing the power of the wind to do everything from grinding grain and pumping water to, more recently, generating electricity. Now, with the growing focus on climate change mitigation and the need to broaden the portfolio of energy-generation assets, wind power has risen to the forefront of investment and installation. Growth in the wind power industry has taken two distinct forms in recent years: more turbines being installed in more locations, and ever-larger turbines in the pursuit of greater economies of production.

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renewable energy wind solar power

Product sheet: Powering renewable energy growth with intelligent asset performance management

January 24, 2025

Avathon Industrial AI platform is a cloud-based modular Asset Performance Management system for wind, solar, and storage that enables users to increase energy production, decrease maintenance costs, and improve operational efficiency. Learn how our platform will help you increase revenue, improve planning decisions, increase operational efficiency, and much more.

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industrial ai

Product sheet: Optimize industrial processes with AI

January 24, 2025

From the energy sector to utilities to manufacturing environments, industrial operators today need reliable systems to improve production efficiency, reduce delays, and prevent equipment downtime. Whether your company is tapping into the advantages of AI for the first time or ready to scale its value across your organization even further, Avathon provides the breadth and depth of our patented, flexible, and intuitive applications together in one powerful, holistic platform: Avathon Industrial AI.

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Digital twins: models of the real world powered by industrial AI

January 13, 2025

Seemingly everyone is talking about how a digital twin will improve business as part of an overall Industrial AI strategy. But what does the phrase really mean, and how can a digital twin help manufacturers, shippers, and industrial companies? Simply put, a digital twin is a virtual representation of an object or system that spans its entire lifecycle; this mirror image is updated from real-time data and uses simulation, machine learning, and AI-enabled reasoning to glean insights into the operation of the real system being modeled. 

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AI optimizes battery energy storage system performance

December 16, 2024

With renewable energy asset deployment rapidly growing to meet ambitious carbon-reduction goals, the success of wind and energy generation depends increasingly on the ability to store energy to meet inconsistent demand swings. That goal is achieved using battery energy storage systems (BESS), which are fast becoming a crucial component of renewable project success. As battery storage has grown in recent years—expected to total 30 GW by the end of 2024 in the U.S.—there is an equally growing need for solutions to monitor and maintain these complex assets. To deliver on their many benefits, BESS systems—like all technology assets—require continuous performance tracking and occasional maintenance.

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Hydropower, renewable energy. Learn how Avathon helps identify rare failures in hydro turbines.

Case study: Predict rare failures in hydro turbines

December 3, 2024

Utility companies that operate hydro turbines have a vested interest in performing regular maintenance to decrease asset downtime and prevent unexpected failures or catastrophic events. In this case study, learn how one leading hydropower utility company applied machine learning to better analyze problematic turbine behavior and predict uncommon failures.

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Wind farm, renewable energy. Learn how Avathon detects performance-impacting yaw misalignments with high accuracy.

Case study: Identifying yaw misalignment

December 3, 2024

Learn how Avathon’s AI platform detects performance-impacting yaw misalignments with high accuracy—and faster than traditional methods. Discover why our machine learning-based solution is not only a much faster method, but a more accurate one.

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Renewables wind farm. Discover how Avathon predicts pitch bearing failure with AI.

Use case: Predicting pitch bearing failure with AI

December 3, 2024

In this use case, discover how Avathon minimizes costly turbine downtime by predicting pitch bearing failure remotely and accurately. Learn why traditional approaches for evaluating pitch-bearing wear and tear are inefficient, how AI optimizes repair scheduling, and more.

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Wind farm turbines renewable energy. Learn how Avathon automates power curve monitoring with AI.

Use case: Automated power curve monitoring for optimal turbine performance

December 3, 2024

Learn how Avathon helps you identify underperforming turbines more quickly and cost-effectively—so you can maximize profitability. Discover how Avathon’s platform automatically detects performance issues for large numbers of turbines at once, and see why continually monitoring turbine performance with machine learning models is more efficient and accurate.

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Renewables wind farm. Learn how AI can improve efficiency and help track and prevent energy loss.

Case study: Accurately accounting energy loss

December 3, 2024

Maximize the value of operation and management contracts with improved monitoring of energy losses. Learn how one company learned to identify sources of their energy loss and implemented a system that conducts maintenance steps with the highest ROI.

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Solar panels renewable energy. Discover how Avathon increases solar energy performance with soiling detection, tracker misalignment, and more.

Use case: Maximize energy production by using AI to detect solar tracker misalignment

December 3, 2024

Solar tracking system misalignment leads to hidden energy losses. Current detection methods are imprecise or impractical. Avathon uses machine learning to analyze tracker actuator motor data and inverter DC inputs. Learn more about our AI-powered solution.

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Field of solar panels. Learn how Avathon uses AI for soiling detection, restoring photovoltaic performance and extending asset life span.

Use case: Increase solar energy production with AI-powered soiling detection

December 3, 2024

Soiling—the natural accumulation of dust, pollen, dirt, bird droppings, and other debris—reduces current global solar power production by at least 3-4% annually, creating multi-billion dollar revenue losses. Learn how Avathon leverages AI to restore photovoltaic performance, extend asset lifespan, and much more.

Read More »
Renewable energy, maximize solar energy production with AI.

Use case: Maximize solar power production using AI to detect DC field faults

December 3, 2024

On large solar sites with thousands of panels, fuses, and strings in a DC array, the task of finding and fixing DC faults becomes especially challenging and costly. An AI-powered solution not only pinpoints where failures have occurred through real-time monitoring and analysis, it also quantifies the resulting energy loss from each occurrence. Learn how.

Read More »
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