
Digital Twins for Robot Cells: What They Actually Save
The saving is commissioning time. A validated virtual model of a robot cell typically removes 30 % to 60 % of on-site commissioning, which...
Section 05
ROS 2, real-time control, simulation and the fieldbus that ties it to the plant.

The saving is commissioning time. A validated virtual model of a robot cell typically removes 30 % to 60 % of on-site commissioning, which...

Sampling-based planners such as RRT and PRM find a collision-free path in a high-dimensional space quickly, typically in 10 to 500...

Below about 40 waypoints, teaching on the pendant is faster than setting up an offline project. Above roughly 200 waypoints, or whenever...

The robotics companion specification defines a vendor-neutral information model, not a control protocol. It standardises how a robot...

A tuned Linux system with the real-time preemption patches, mainlined into the kernel in 2024, reaches worst-case scheduling latency in the...

Choose what the plant already speaks unless a cycle time below 1 ms forces the issue. EtherCAT reaches cycle times of 50 to 250...

Pick by purpose. Gazebo for integration testing of a full robot software stack, MuJoCo for fast and accurate contact dynamics in research...

Update the application freely, treat anything safety-related as a change to the machine. A modified safety function normally requires...

Change it when discovery misbehaves or a licence demands it, not for benchmark numbers. ROS 2 abstracts the middleware behind an interface...

ROS 1 reached end of life with the final Noetic release in May 2025, so the question is no longer whether to migrate. The substantive...