Summary A predictive maintenance model that processes data at high speed supports faster decision-making and real-time ...

Utilities and power generation companies are bolstering operational efficiency and plant reliability by implementing advanced ...

The waste collection industry generated $69 billion in revenue in 2024, accounting for over two-thirds of the total US waste and recycling revenue. Logistics is the cornerstone of this industry, given ...

These days, summer in the city — any city, or pretty much anywhere — often means temperatures in the 90s with a heat index over 100. Not a time when you want an unexpected air conditioner failure. To ...

The utility industry is on the cusp of transforming how it monitors, maintains and secures critical infrastructure. Specifically, we’re seeing them move from reactive electric grid maintenance to ...

Knight-Swift Transportation has rapidly adopted AI across fleet and maintenance operations, using predictive tools to prevent up to 15 tows a month and streamline breakdown response and driver ...

As of 2025, AI-powered vehicle fault prediction systems have become a defining force in the automotive industry. With cars growing more complex and powertrains diversifying across gasoline, electric, ...

Hidden Markov Models (HMMs) provide a probabilistic framework to model systems with unobserved (hidden) states using observable signals, enabling predictive maintenance algorithms to infer machinery ...

AI's role in data centers enhances operational efficiency, predictive maintenance, and cybersecurity, paving the way for ...

AI/ML enables better energy planning, including precise calculations to optimize the power mix as well as timing to garner financial incentives. Source: Emerson 72% of manufacturers using AI to reduce ...

John Clemons is a Solution Consultant for Rockwell Automation. He’s been working in the field of Manufacturing Technology for over 30 years. This year, we’re taking a close look at the use of ...