Predictive Maintenance AI GRT Resources

5 Advantages of AI Manufacturing

5 Advantages of AI Manufacturing

Advantages of AI-Based Predictive Maintenance Against Prescriptive Maintenance for Electric Motors in Manufacturing Plants Manufacturing plants rely heavily on the performance of their equipment, especially electric motors. Unplanned downtime and equipment failures...

Predictive Maintenance in Industrial Motors

Predictive Maintenance in Industrial Motors

In industrial settings, predictive maintenance is essential to keep machines running smoothly and prevent costly failures. Electrical signature analysis (ESA) is a critical technology in this field, enabling more accurate fault detection in even hard-to-reach electric...

Electrical Industry Predictive Asset Maintenance

Electrical Industry Predictive Asset Maintenance

Through electrical signature analysis (ESA), GRT PowerLink performs careful electric asset health monitoring, detecting developing faults in the asset itself and in the coupled mechanism it drives. PowerLink can perform these operations from outside the asset, reading...

Predictive Maintenance Analytics for Electric Motors

Predictive Maintenance Analytics for Electric Motors

Electric motors are critical to today’s industrial processes. In recent years, they have used as much as 68% of electricity in all of U.S. manufacturing, providing for essential industrial processes including pumps, fans, refrigeration, compressors, and facility HVAC...

Digital Transformation for Power Plant

Digital Transformation for Power Plant

Picture  by Timothy Cheng Fun, GE Reports Power system equipment condition monitoring is a must if you wish to ensure the efficiency and reliability of electricity supply. This is typically achieved with equipment maintenance or replacement based on typical service...

Preventing  disaster at Power Plant

Preventing disaster at Power Plant

KievPost FoxNews Chernobyl accident A power plant must be monitored to ensure that it doesn’t fail, which could be a real disaster. That’s why you need an effective monitoring solution to prevent such a scenario. An integrated power plant operation monitoring (PPOM)...

Achieving Commercial Success From IoT

Achieving Commercial Success From IoT

Intro What will break Internet of Things (IoT) out of the novelty basket and into the mainstream? When we say mainstream, we mean television and mobile phone mainstream, i.e. in every household and in every pocket. The answer is data - people pay for data-based...

Drive Business Success Through New Clarity

Drive Business Success Through New Clarity

All businesses strive to get the best possible outcome in an uncertain and competitive world.  But really achieving that goal means businesses must understand their complete contexts — themselves, their competition, and the markets they serve — far more clearly and...

Pushing Limits Of Analytics With  IoT

Pushing Limits Of Analytics With IoT

Introduction The traditional method of analyzing data once it has been collected and saved is no longer fit for purpose. Today's technology requires data analysis while it is being created, while it is being transferred from one device to another, and while it is at...

Why Polling Prediction Failed – Data Quality

Why Polling Prediction Failed – Data Quality

In the modern world, data and information are driving forces of any business or operation. Poor data analysis can lead to unfortunate circumstances for any company or public organization. We only need to look at the latest election to see how false data collection and...

How Machine Learning Makes IoT Relevant

How Machine Learning Makes IoT Relevant

Many of the manufacturers involved in developing IoT technology are still finding a way through the evolving landscape. Most, however, remain focussed on convenience. Convenience products won’t sell in significant quantities, however. Instead IoT devices that are...

Where Are People Going With Machine Learning In 2017

Where Are People Going With Machine Learning In 2017

Machine learning is an industry in flux. It is not a new industry, but new players are taking the field hoping to make a big impact, sometimes without anything tangible to base that hope on. Many will fail but the result is likely to be a more coherent approach to...