The energy sector is entering a new age with Advanced Energy's PowerInsight, the first of its kind big data analytics solution that also leverages Machine Learning.
FREMONT, CA: Advanced Energy Industries, Inc., a major highly engineered, precision power conversion, measurement and control solutions company, launched the industry's first big data analytics allowing solutions for critical power delivery solutions—PowerInsight.
The solution leverages modern analytics and enhanced data sets to turn the acquired data from power delivery systems into useable insights. The insights enable manufacturers to reduce costs, maximize performance, and improve yield in the process.
PowerInsight influences machine learning with modern data science methodologies to drive modern diagnostics and predictive analytics for process power applications and equipment. The solution is prepared for the services and industrial manufacturing markets and to complement existing industry solutions focusing on power delivery. In addition, the platform was designed to support customers' big data and artificial intelligence initiatives by offering empowering infrastructure and data sets.
Data-driven decision-making based on the Industrial Internet of Things (IIoT) is crucial for manufacturing industries. However, the data is useless until it is transformed into digestible and actionable information.
With the support of PowerInsight, the critical components are turned into nodes that power Industry 4.0, providing the users with insights to operate their systems efficiently and solve problems quickly. "The primary feedback from our customers demonstrating material improvement, cost and process performance has been remarkably positive," she praises.
PowerInsight optimizes the smart factory by combining AE's 30 years of domain experience in power delivery with rich, streamlined, and contextualized data sets. As a result, the platform provides unique insights on power delivery systems to maximize power delivery and performance, minimize costly unplanned equipment downtime and improve yield. In addition, PowerInsight uses unique additional signals to enable fault detection and classification for process parameter correlations and expand to self-diagnostics of power delivery systems over time.
PowerInsight provides flexible deployment options with both on-premise and hybrid cloud options, and it is accessible to the company's clients through AE's global service organization. In addition, the platform can be configured and tuned to address specific customer needs and will be available for semiconductor applications shortly.
