Industrial Robots
2 articles
Robotics & Automation
Digital Twins for Industrial Robots: Architecture, Modeling Choices, and the Path to Predictive Maintenance
A digital twin for an industrial robot is a high-fidelity simulation that mirrors the physical machine, enabling predictive maintenance by detecting deviations and simulating fault conditions. The most practical approach combines physics-based modeling for generating synthetic fault data with data-driven machine learning for real-time monitoring, overcoming the challenge of scarce real-world fault data.
Kaleo Kekoa·October 15, 2026
Robotics & Automation
North American robot orders up 21% in Q2, non-automotive leads
After a sluggish start to the year, North American companies ordered 8,940 robots valued at $622 million in the second quarter of 2026, marking a 21.
Kaleo Kekoa·August 12, 2026