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Remaining useful life (RUL) is a key metric for predictive maintenance applications. However, the concept is flawed.
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Wind and solar farms must have prescriptive analytics to effectively operate and maintain optimal performance. Learn how you can reduce unplanned downtime and increase profitability at remote sites.
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Predictive analytics provide alerts to equipment failures weeks or months in advance, so you can manage downtime in a way that makes the most sense for your business.
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Digital transformation is an imperative for energy companies around the world, but where are the greatest opportunities? A recent forum organized by Access for Women in Energy explored this question.....
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Prescriptive analytics are proving to be critical for improving performance metrics such as operating ratio, safety and on-time service in this highly competitive industry.
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Prescriptive analytics based on machine learning and multivariate analysis are enabling power plants to optimize equipment life and extend their outage intervals. Free yourself from the recommended...
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Before you make the leap into these shiny new advances, you’ve got to really understand the problem that needs to be solved — or you could be embarking on a misguided technology journey.
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Achieving optimum reliability requires more than just spotting all the problems. You’ve got to know exactly where to put your people, prioritizing by the financial value of each challenge you face.
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Adding machine learning to your toolbox can increase your uptime and decrease your maintenance costs. Check out our top six keys to efficiently creating the most sustainable value from this...
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It’s time to embrace low-touch machine learning, a disruptive technology that uses real asset data to provide months of advanced notice on failures.
Machine learning, big data and analytics are disrupting the upstream industry — and creating opportunities to achieve sustained operational excellence.
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Here are six ways EPCs can leverage their existing modeling skills to optimize the operation of plants and bring in new business for their firms.