# Adaptive experimental design on DC motor

Source: [Adaptive experimental design on DC motor](<https://www.sota2.com/research/sota/adaptive-experimental-design-on-dc-motor>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-18T08:13:43.908Z

Evaluation of performance using Adaptive experimental design methodology applied to a DC motor system, measured by sPCE, RMSE (k), RMSE (J), and Time/step.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Adaptive experimental design |
| Dataset (including any stated split) | DC motor |
| Metric | sPCE |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [sPCE](<https://www.sota2.com/research/sota/adaptive-experimental-design-on-dc-motor.md?metric=sPCE>): Higher is better; unit: SCALAR.

- [RMSE (k)](<https://www.sota2.com/research/sota/adaptive-experimental-design-on-dc-motor.md?metric=RMSE%20(k)>): Lower is better; unit: SCALAR.

- [RMSE (J)](<https://www.sota2.com/research/sota/adaptive-experimental-design-on-dc-motor.md?metric=RMSE%20(J)>): Lower is better; unit: SCALAR.

- [Time per Step (ms)](<https://www.sota2.com/research/sota/adaptive-experimental-design-on-dc-motor.md?metric=Time%20per%20Step%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | sPCE | Result date | Report paper |
| --- | --- | --- | --- |
| Adaptive (sPCE) | 2.96 | Not recorded | 69ba31ac0636e5bf4afc09d1 |
| Adaptive (BIM) | 2.56 | Not recorded | 69ba31ac0636e5bf4afc09d1 |

### Adaptive (sPCE)

sPCE: 2.96. Result ID: 69ba5eb747f34ce924a422e7.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31ac0636e5bf4afc09d1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31ac0636e5bf4afc09d1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Adaptive (BIM)

sPCE: 2.56. Result ID: 69ba5eb747f34ce924a422e8.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31ac0636e5bf4afc09d1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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