Looped language model training cannot control hidden-state norm growth because RMSNorm normalizes scale away before the loss ...

The importance of motor trajectory profiles and how they’re used in brushless DC (BLDC) motor control to minimize vibration and smooth out other performance issues. Why the PID loop is the most widely ...

Abstract: A multilevel control strategy is proposed for a lower limb exoskeleton to realize different human training modes. In the high-level control layer, the human training mode is decided by the ...

How current-control loops in BLDC motors improve performance and efficiency while protecting against overcurrent conditions. The differences between current-control loops, field-oriented control (FOC) ...

Large language models don’t fail because they lack intelligence. They fail because they lack anchoring. Context Anchored Generation (CAG) introduces a control-based approach: All outputs must remain ...

When extruding tube and related products, the goal is always to convert process measurements into process adjustments that continually improve line stability and product quality. But always, the ...

An AC/DC power supply with input power greater than 75 W requires power factor correction (PFC) to: Take the universal AC input (90 V to 264 V) and rectify that input to a DC voltage. Maintain the ...

Negative feedback can create a control system where the output of a process is used to counteract any deviations from a desired set point, effectively “correcting” the system, bringing it back to ...

In the latest post of the Ask the Automation Pros blog series, the pros explore how to deal with interacting PID loops. I kept thinking “what aren’t the sources?!” A plant is full to the brim with ...

This article introduces overall controller effectiveness (OCE) as a new, intuitive metric for evaluating PID loop performance in process industries. It tells how OCE helps process plant teams ...