Patents
US 12459359 B2: Situational recommendations and control
- Granted
- 2025-11-04
- Filed
- 2023-09-05 application 18460952
- Type
- Utility · 20 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
A system for providing situational recommendations within a vehicle includes a system controller in communication with a plurality of onboard sensors, the plurality of onboard sensors adapted to collect real-time data related to a location of the vehicle and operating conditions of the vehicle, a database in communication with the system controller adapted to store data related to past actions and data related to a location of the vehicle and operating conditions of the vehicle when such past actions occurred, the system controller including a driver specific machine learning model adapted to predict a desired action based on the real-time data related to the location and operating conditions of the vehicle and data from the database, the system controller further adapted to initiate the predicted desired action, receive input from an occupant within the vehicle, and update the driver specific machine learning model.
Source: PVGPATDIS, file of 2026-04-10 (ipg251104.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| GM GLOBAL TECHNOLOGY OPERATIONS LLC 19,536 patents | US company or organization | Detroit, MI | PVGPATDIS, file of 2026-04-10 | |
| University of Ottawa 100 patents | Foreign company or organization | Ottawa, CA | University of Ottawa College or university EXACT medium confidence: identical full name, one of each nationally UNIVERSITY OF OTTAWA Nonprofit EXACT medium confidence: identical full name, one of each nationally | PVGPATDIS, file of 2026-04-10 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Ramesh Sethu | Troy, MI | 27 | PVGPATDIS, file of 2026-04-10 | |
| Arun Adiththan | Sterling Heights, MI | 25 | PVGPATDIS, file of 2026-04-10 | |
| Md Mhafuzul Islam | Warren, MI | 12 | PVGPATDIS, file of 2026-04-10 | |
| Prakash Mohan Peranandam | Rochester Hills, MI | 27 | PVGPATDIS, file of 2026-04-10 | |
| Amirhossein Zolfagharian | Ottawa, CA | 1 | PVGPATDIS, file of 2026-04-10 | |
| Zohreh Aghababaeyan | Ottawa, CA | 1 | PVGPATDIS, file of 2026-04-10 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| B60K | Arrangement or mounting of propulsion units or of transmissions in vehicles; arrangement or mounting of plural diverse prime-movers in vehicles; auxiliary drives for vehicles; instrumentation or dashboards for vehicles; arrangements in connection with cooling, air intake, gas exhaust or fuel supply of propulsion units in vehicles | B60K35/00 | PVGPATDIS, file of 2026-04-10 |
| B60W | Conjoint control of vehicle sub-units of different type or different function; control systems specially adapted for hybrid vehicles; road vehicle drive control systems for purposes not related to the control of a particular sub-unit | B60W50/0097 | PVGPATDIS, file of 2026-04-10 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2023-11-14 | Assignment Assignment of assignor's interest | AGHABABAEYAN, ZOHREH signed 2023-10-02 ZOLFAGHARIAN, AMIRHOSSEIN signed 2023-10-02 | UNIVERSITY OF OTTAWA OTTAWA | 65552/748 | ECORSEXC, file of 2026-09-25 |
| 2023-09-06 | Assignment Assignment of assignor's interest | ADITHTHAN, ARUN signed 2023-08-24 ISLAM, MD MHAFUZUL signed 2023-08-24 SETHU, RAMESH signed 2023-08-27 PERANANDAM, PRAKASH M. signed 2023-08-31 | GM GLOBAL TECHNOLOGY OPERATIONS LLC DETROIT, MI | 64808/557 | ECORSEXC, file of 2026-09-25 |
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.