Data contextualization refers to the process of enriching raw data. In manufacturing and production operations, this can mean data from sensors and final control elements, machine logs, production metrics, and many other sources of raw data being generated continuously.
AspenTech
Addressing AI-Driven Power Generation Demand Surge
In a POWER Magazine article and podcast, Emerson Addresses Power Industry’s AI-Driven Demand Surge, Emerson’s Seth Harris joins Executive Editor Aaron Larson to discuss these challenges and the role of automation and AI-enabled technologies to help address these challenges.
Addressing Pressing Challenges in Life Sciences
Eliminating silos of data into a comprehensive industrial data fabric enables reshaping the data landscape to provide aggregated, contextualized data for digital transformation initiatives for pharmaceutical & biotech manufacturers.
Opportunities in Mitigating Mining Risks
An Emerson e-book, “Unlocking Safer, Smarter & Sustainable Mining,” shares ways and examples in how automation plays an essential role in mitigating risks inherent in mining operations.
Integrated Asset Performance Management for Reliable Operations
This 1:50 YouTube video, titled “AI-Powered Asset Performance Management (APM) | Emerson and AspenTech” shows the power of this architecture to drive greater performance in reliability.
Powerful Adaptive Model Predictive Control for Power Plant Efficiency and Reliability
Emerson’s Nikolaos Pratikakis and Michael Painter presented Modernizing Power Plant Control with Aspen DMC3: AI-Enhanced MPC for Efficiency and Reliability at the 2025 Ovation Users’ Group Conference.
When Hands Are Few the Data Works Harder
It is hard to imagine a more difficult environment in which to operate than a mine. Dirty environments, massive critical machines, and hazardous operating conditions all come together to create a wide array of opportunities for unanticipated shutdowns. That’s why...
A Powerful Platform for Digital Grid Management
One of the most prominent topics of discussion at the Ovation™ Users’ Group Conference 2025 has been the increasing challenges the grid faces as electrification continues to expand across the globe. In his presentation on Tuesday, Adam Wortz dug into the details to...
Context Is the New Currency in Industrial AI
It feels today as if the whole world is consumed by a focus on AI. In media, in industry, and even in our day-to-day lives, AI tools have come front and center at an almost unheard-of pace. In industrial manufacturing, the rise of AI is incredibly apparent. While it...
Industrial AI for Asset-Intensive Manufacturers and Producers
Heiko Claussen, Chief Technologist with Emerson’s Aspen Technology business, presented, Industrial AI in Asset-Intensive Companies Brings Agility, Guidance & Automation, at the Emerson Exchange 2025 Conference.
Panel Discussion with Verdantix: Evolving Asset Performance Management Beyond Predictive Maintenance
Mark your calendars for June 10, 2025, 10:00 AM EDT / 4:00 PM CEST for a live webinar witn insights from Verdantix to explore how Asset Performance Management is advancing beyond predictive maintenance.
Effectively Managing Opportunity Crude-Caused Corrosion Podcast
At the Emerson Exchange 2025 Conference, Emerson’s Marcelo Carugo and Doug Cooper joined Hydrocarbon Processing Magazine podcast host Lee Nichols to discuss advanced digital technologies to combat corrosion.
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This blog features expert perspectives from Emerson's automation professionals on industry trends, technologies, and best practices. The information shared here is intended to inform and educate our global community of users and partners.











