Read the best articles about AI and machine learning including AI-based maintenance, software improving AI, AI-enabled robots and more.

Plant Engineering’s top 5 articles online about artificial intelligence (AI) and machine learning posted over the last year covered AI-based maintenance, software improving AI, AI-enabled robots and more.
1. Getting started with AI-based predictive maintenance – Artificial intelligence (AI), and particularly machine learning (ML), provide effective tools for implementing predictive maintenance.
2. Software improves AI, automation flexibility – Software-based artificial intelligence (AI) can be used to give robots abilities that allow them to straddle the flexibility gap between small batch manufacturing and high-volume automation.
3. Predictive maintenance improved by AI software enhancements – Software enhancements are evolving to help manufacturers implement a predictive maintenance prioritization strategy.
4. Higher payload collaborative robot, AI-enabled robotics, laboratory integration – Larger payload collaborative robot, artificial intelligence (AI)-enhanced robotics, laboratory-robotics integration, robotic order fulfillment, and virtual reality robotic software were among advances at Pack Expo 2021 Las Vegas.
5. Smart robotics, AI fueling industrial automation growth – Industrial automation is being propelled by artificial intelligence (AI) and smart robotics, which are helping bring jobs back to the U.S.
Design-build: No longer an “alternative”? – Firms that are proficient in design-build understand the importance of establishing partnerships that address the specific skill sets required for each particular project, along with the capacity to perform the work in the required timeframe.