Closed-Loop Torque Loading

Closed-Loop Torque Loading for Motor Testing

A closed loop connects the torque command, dynamometer action, measured feedback, controller correction, and synchronized test record.

Understand the control chain, the system elements that affect it, and the information needed to define repeatable loading acceptance.

Closed-loop torque loading on Weiheng dual-station motor dynamometer test benches

Direct Answer

What is closed-loop torque loading?

Closed-loop torque loading is a control process in which the motor test bench measures actual torque, compares it with the commanded torque, and adjusts the dynamometer loading action to reduce the difference. The loop runs within defined torque, speed, power, thermal, drive, mechanical, and safety limits.

Control Chain

How the torque-loading loop works.

1. Test commandThe software or controller defines the required torque, speed, ramp, point, or cycle according to the test sequence.
2. Loading actionThe dynamometer and its drive apply controlled load to the motor under test within the configured operating limits.
3. Feedback measurementTorque, speed, and relevant system signals are measured and returned to the control and acquisition system.
4. Error correctionThe controller compares the command with feedback and adjusts the loading action to reduce the difference.
5. Synchronized recordCommanded and measured values, electrical data, temperature, status, alarms, and calculated results are logged against the same sequence.

Weiheng Load-Reproduction Matrix v1.0

Separate gravity, inertia, and transient loads before choosing the loading method.

Robot-joint load reproduction must separate these three physical questions because they create different torque-time-position conditions. Weiheng's method fixes the DUT, load application and measurement planes, orientation, mass or inertia model, trajectory, actuator state, fixture compliance, synchronized channels, validity rules, and safety limits before project acceptance is defined.

Load familyMinimum definition and evidence boundary
Gravity loadDefine mass, center-of-mass or lever geometry, gravity direction, joint angle, orientation, load path, brake/control state, and the measured torque-versus-angle relationship.
Inertia loadDefine the equivalent inertia or mass model at a named plane, trajectory, acceleration/deceleration, direction, speed, ratio conversion, controller state, and treatment of gravity and friction.
Transient or impact eventDefine the approved waveform or envelope, initial state, preload, peak, rise behavior, duration, repetition, reset, structural response, sensor range, guarding, and abort logic.

Commanded load is not automatically delivered load. Compare target and measured load at the declared plane, keep gravity, friction and control effects explicit, and retain synchronized torque, position, speed, acceleration where applicable, controller state, temperatures, alarms and safety events. Project values and hazardous-event methods require approved evidence and safety review.

Download the Version 1.0 Load-Reproduction Matrix

Method owner: Weiheng · Technical reviewer: Julia — Robot Motor Test Systems · Version: 1.0 · Reviewed: October 30, 2026 · Corrections: Report a technical correction

Engineering Value

What closed-loop loading contributes to a test bench.

Stable operating points

Feedback control helps the system reach and hold defined load conditions for repeatable measurement and comparison.

Controlled ramps and cycles

Defined transitions can be repeated across motors, revisions, or production samples when the complete system supports the requested dynamics.

Disturbance correction

The controller responds to differences caused by motor behavior, thermal change, or other disturbances within the capability of the bench.

Protection coordination

Torque, speed, power, temperature, vibration, communication, and drive limits can participate in alarms or controlled stops when configured.

Traceable data

Command, feedback, status, and measured channels can be linked to the same test step for curves, reports, and engineering review.

Repeatable acceptance

A defined procedure and agreed tolerance make it possible to evaluate whether loading performance meets the project requirement.

See the dynamometer test bench for the complete system context and the motor torque-speed testing guide for measurement workflow.

Troubleshooting

What should be checked when loading is unstable?

  • Coupling, shaft alignment, fixture stiffness, guard clearance, and mechanical looseness
  • Torque sensor range, installation, zeroing, calibration status, and signal quality
  • Combined inertia, acceleration demand, reversal, and requested ramp rate
  • Dynamometer drive limits, control parameters, communication timing, and operating mode
  • Mechanical resonance, backlash, flexible elements, or torsional behavior in the driveline
  • Cooling, thermal derating, voltage limits, motor-controller protection, and emergency-stop status

Acceptance should use a defined test article and procedure. The command profile, tolerance, stabilization or response criteria, sampling, report method, and test conditions should be agreed before commissioning.

FAQ

Closed-Loop Torque Loading Questions

What is closed-loop torque loading?

It is a control method in which the bench measures actual torque, compares it with a commanded value, and adjusts the dynamometer loading action to reduce the difference while the test sequence is running.

Why is closed-loop loading useful in motor testing?

It supports repeatable operating points, ramps, and cycles, and links the commanded load with measured feedback and synchronized test data.

Is torque control the same as speed control?

No. Torque control regulates loading torque, while speed control regulates rotational speed. A test may assign one side to speed control and the other to torque loading, with transitions defined by the procedure.

Does closed-loop control guarantee any requested transient?

No. Achievable response depends on the dynamometer, drive, sensor, controller, inertia, mechanics, communications, and safety limits. The requested sequence must be checked against the complete system.

How should closed-loop loading be accepted?

Agree on the operating points or sequences, command profile, tolerance, stabilization or response criteria, sampling and report method, test article, and environmental conditions before commissioning.

Content owner: Weiheng Engineering

Technical reviewer: Julia — Robot Motor Test Systems

Published: July 18, 2026

Last reviewed: October 30, 2026

Corrections: Report a technical correction

Request a Proposal

Define the torque command, sequence, and acceptance criteria.

Share the motor, torque-speed envelope, load profile, ramp or cycle, inertia information, drawing, control mode, measurement channels, application, and target country.

Do not upload drawings here yet. After receiving your RFQ, Weiheng can reply with an email address for specifications and drawings.