Patents
US 12656759 B2: System and method for controlling a machine using dimensionally aware rule extraction
- Granted
- 2026-06-16
- Filed
- 2023-12-14 application 18539822
- Type
- Utility · 27 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
A system includes a memory storing a dimensionally aware model generated based on a training set and guided by feature dimensions and instructions for execution a processor. The instructions include, in response to receiving a set of data from a user device, identifying a set of features from the set of data and applying the dimensionally aware model to the set of features by implementing a boundary representation. The instructions include classifying the set of features as acceptable in response to the implementation of the boundary representation indicating the set of features are outside the boundary representation, classifying the set of features as unacceptable in response to the implementation of the boundary representation indicating the set of features are inside the boundary representation, generating, for display on the user device, an alert based on the classification and controlling a user device to obtain product features within the boundary representation.
Source: PTBLXML, file of 2026-06-16 (ipgb20260616.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| Board of Trustees of Michigan State University 669 patents | US company or organization | East Lansing, MI | PTBLXML, file of 2026-06-16 | |
| GM Global Technology Operations LLC 19,536 patents | US company or organization | Detroit, MI | PTBLXML, file of 2026-06-16 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Abhinav Gaur | Lansing, MI | PTBLXML, file of 2026-06-16 | ||
| Kalyanmoy Deb | Okemos, MI | PTBLXML, file of 2026-06-16 | ||
| Debejyo Chakraborty | Novi, MI | 23 | PTBLXML, file of 2026-06-16 | |
| Jeffrey A. Abell | Rochester Hills, MI | 33 | Person page FUZZY medium confidence | PTBLXML, file of 2026-06-16 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G05B | Control or regulating systems in general; functional elements of such systems; monitoring or testing arrangements for such systems or elements | G05B19/41835 | PTBLXML, file of 2026-06-16 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2026-05-13 | Assignment Assignment of assignor's interest | CHAKRABORTY, DEBEJYO signed 2026-05-04 ABELL, JEFFREY A. signed 2026-05-07 | GM GLOBAL TECHNOLOGY OPERATIONS LLC DETROIT, MI | 74644/762 | PASDL, file of 2026-10-15 |
| 2026-04-14 | Assignment Assignment of assignor's interest | DEB, KALYANMOY signed 2026-04-10 GAUR, ABHINAV signed 2026-04-10 | BOARD OF TRUSTEES OF MICHIGAN STATE UNIVERSITY EAST LANSING, MI | 74358/832 | PASDL, file of 2026-10-15 |
Documents recorded with the USPTO Assignment Recordation Branch that list this patent. A security interest is a lender’s claim on the patent as collateral; a release ends it.
USPTO bulk data: PatentsView granted patents, disambiguated (PVGPATDIS) for patents, assignees, inventors, places and CPC categories; the USPTO Patent Assignment Dataset (ECORSEXC) for assignments and security interests. Patents filed in the last 20 years. No claims or full text. Links to other records are by name (and state): EXACT means the identical full name and state; FUZZY means a looser name match, with the confidence shown.