AI and Machine Learning
Using edge machine learning for anomaly detection, predictive maintenance
More powerful and cost-effective computing combined with advancements in artificial intelligence (AI) are helping predictive maintenance to detect anomalies, which predicate a maintenance action when needed. Edge computing brings decision-making and intelligence as close to the process as possible.
How AI, ML and neural networks differ and work together
While similar, artificial intelligence (AI), machine learning (ML) deep learning and neural networks have specific tasks and roles.
Improving worker optimization on the factory floor with artificial intelligence
Artificial intelligence (AI) can be used to enhance worker productivity by gathering information about their work performance and turning it into actionable data.
Automation and AI should be embraced, not feared
Artificial intelligence (AI) and automation have raised concerns about humans being replaced by machines in manufacturing, but the truth is they will add better and more meaningful jobs for humans.
Collaborative machine learning preserves privacy
Federated learning is a collaborative method for training a machine-learning model that keeps sensitive user data private.
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.
Improving aircraft design with machine learning
Researchers at Caltech and Harvard have developed a way to use machine learning to further improve the aircraft design process.
Approach to federated learning developed for creating AI models faster
North Carolina State University researchers have developed an approach to federated learning that allows them to develop accurate artificial intelligence (AI) models more quickly.
Technology helps self-driving cars learn from own memories
Cornell University are trying to provide self-driving cars with the ability to create “memories” of previous experiences and use them in future navigation. See video.
A framework for industrial artificial intelligence
Modern technologies enable the application of artificial intelligence (AI) to machine and operational process data to gain better insights.