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Energy

Find resources by the Avathon staff about energy and artificial intelligence.

AI: the windstorm for renewable energy

May 16, 2025

Wind energy is fundamental for substantially decarbonizing the U.S. electric sector. Wind provides clean, sustainable electricity without toxic pollution or global warming emissions. Moreover, it

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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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Three AI-powered skills you need to tackle the perfect storm of aging workers and assets

April 16, 2025

Up to $500,000. That’s how much oil and gas operators could lose from just one hour of equipment downtime. These losses can add up quickly too. Based on the most recent downtime figures, industry operators face up to 27 days of downtime per year due to faulty equipment, costing potentially $38 million in lost revenue. If lost money wasn’t problematic enough, a lack of qualified maintenance personnel is exacerbating the issue. Consider this: 50% of energy industry workers are over 45 and expected to retire in the next 5 to 10 years. That’s a lot of subject matter expertise out the door. Meanwhile, equipment continues to age—with four out of ten offshore facilities over 15 years old. It’s a perfect maintenance storm.

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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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Worker safety is a pressing issue in the oil and gas industry; AI is here to help

February 19, 2025

The oil and gas industry already uses AI to drive process improvement, asset performance management, safety optimization, and regulatory/environmental compliance. But the pace has grown dramatically in recent years with the advent of new technologies like visual and generative AI. Some of the most important AI-driven improvements have come in the health and safety field. This is true in both refining and across the full spectrum of exploration and production activities, both offshore and onshore. It is incumbent on operators to take every available step to minimize risks to workers.

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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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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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A new future built on a foundation of industrial AI 

January 20, 2025

Even though the origins of artificial intelligence (AI) date back to the 1940s, AI has never captured the imagination of the business, government, and the public like we have seen in recent years. It’s suddenly even common to find AI breakthroughs covered in national news broadcasts. A huge part of this groundswell of interest stems from the simple fact that there’s serious money to be made in the field of 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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normal behavior modeling

White paper: Normal behavior modeling

December 19, 2024

Learn how leading energy, manufacturing, and aviation companies use normal behavior modeling (NBM) to deliver enormous business value to their organizations. Find out how our NBM platform provides advance warning of equipment failures, enables companies to take proactive maintenance actions, extends the lifetime of expensive assets, and much more.

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NLP, natural language processing, prevent safety hazards

Use case: Anticipate and mitigate safety hazards with NLP

December 16, 2024

Effective HSE management programs are not only critical for the health and well-being of employees, but also to ensure productivity and overall performance. Learn how Natural Language Processing (NLP) provides a solution that can extract actionable insights from unstructured data found in incident reports, observation cards, etc., identifying safety risks and minimizing incidents.

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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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Industrial AI streamlines oil and gas operations 

December 9, 2024

Over the past decade, the oil and gas industry has made major investments in artificial intelligence, identifying a wide range of opportunities for operational improvement

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Solar panels renewable energy. Learn how to improve grid reliability and resiliency with Avathon's AI-powered platform.

Use case: Improving grid reliability and resiliency using machine learning

December 3, 2024

Optimize actionable insights that drive operational efficiency on the grid with an automated machine learning platform. In this use case, analyze physical operations in real time and identify areas of improvement, uncover equipment, utilization, and capacity issues, and more.

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Looking into AI asset performance management for renewables? It’s all about the data

October 14, 2024

A few weeks back we began exploring the role of Asset Performance Management (APM) systems and their impact on renewable power generation. To gain further

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