SYSTEMS, METHODS, AND APPARATUSES FOR VEHICLE PERSONALIZATION
A vehicle control system includes a controller having multiple coordinated circuits. A context analysis circuit interprets driving context and environmental condition data to determine a prioritized sequence of actions based on safety, efficiency, or user-defined preferences. A sequence management circuit generates an ordered action plan according to current driving conditions, while a dependency management circuit dynamically adjusts the plan based on inter-system dependencies or operating requirements. A sequence execution circuit implements the ordered plan by transmitting action commands to vehicle endpoints, automatically updating the action order in response to detected conditions.
1 . A system for automated vehicle configuration, comprising:
a vehicle having a network comprising a plurality of end points;
a controller, comprising:
a context analysis circuit structured to interpret driving context data and environmental condition data, wherein the context analysis circuit is configured to determine a prioritized sequence of actions based at least on one of safety, efficiency, or user-defined preferences;
a sequence management circuit structured to generate an ordered action plan in response to the prioritized sequence of actions, wherein the ordered action plan arranges the actions based on current driving conditions;
a dependency management circuit structured to dynamically adjust an order of actions in the ordered action plan based on dependencies between vehicle systems or operating requirements; and
a sequence execution circuit structured to execute the ordered action plan by sending action commands to one or more of the plurality of end points, wherein an order of the prioritized sequence of actions is automatically adjusted based on detected conditions.
2 . The system of claim 1 , wherein the sequence execution circuit is further structured to adjust the order based detection of at least one of nighttime driving or icy road conditions.
3 . The system of claim 1 , wherein the context analysis circuit further comprises a sensor interface configured to receive input from sensors detecting external lighting, road surface conditions, traffic, and weather.
4 . The system of claim 1 , wherein the sequence management circuit is further structured to prioritize actions that enhance visibility by at least one of activating adaptive headlights or adjusting dashboard lighting.
5 . The system of claim 1 , wherein the dependency management circuit is configured to detect interdependencies among vehicle systems.
6 . The system of claim 1 , wherein the context analysis circuit is further structured to incorporate user-defined preferences for non-critical.
7 . The system of claim 1 , wherein the dependency management circuit reorders actions in the ordered action plan to ensure that actions related to vehicle stability and control are executed before in-cabin settings.
8 . The system of claim 1 , wherein the sequence execution circuit is further configured to delay or modify the execution of actions based prioritizing actions that optimize fuel efficiency during congested driving conditions.
9 . The system of claim 1 , wherein the context analysis circuit includes a geolocation interface configured to adjust the prioritized sequence of actions when the vehicle enters school zones or construction areas.
10 . The system of claim 1 , wherein the sequence management circuit is further structured to automatically update the ordered action plan based on real-time data from external data sources.
11 . A method for automated vehicle configuration, comprising:
receiving, at a vehicle controller, driving context data and environmental condition data;
determining a prioritized sequence of actions based at least on one of safety, efficiency, or user-defined preferences;
generating an ordered action plan in response to the prioritized sequence of actions, wherein the ordered action plan arranges the actions based on current driving conditions;
dynamically adjusting an order of actions in the ordered action plan based on dependencies between vehicle systems or operating requirements; and
executing the ordered action plan by sending action commands to one or more end points of a vehicle network, wherein the order of the prioritized sequence of actions is automatically adjusted based on detected conditions.
12 . The method of claim 11 , further comprising:
detecting at least one of nighttime driving or icy road conditions; and
adjusting the order of actions in the ordered action plan to prioritize safety-related actions in response to the detected condition.
13 . The method of claim 11 , further comprising:
receiving sensor input from at least one of external lighting sensors, road surface condition sensors, traffic sensors, or weather sensors, and
updating the prioritized sequence of actions based on the received sensor input.
14 . The method of claim 11 , further comprising:
prioritizing actions that enhance visibility by at least one of activating adaptive headlights or adjusting dashboard lighting.
15 . The method of claim 11 , further comprising:
detecting interdependencies among vehicle systems, and
reordering actions in the ordered action plan prioritize actions related to vehicle stability and control ahead of in-cabin settings.
16 . The method of claim 11 , further comprising:
incorporating user-defined preferences for non-critical actions into the prioritized sequence of actions.
17 . The method of claim 11 , further comprising:
delaying the execution of actions to prioritize actions that optimize fuel efficiency.
18 . The method of claim 11 , further comprising:
adjusting the prioritized sequence of actions when a vehicle enters a predefined geographic area.
19 . The method of claim 11 , further comprising:
Updating the ordered action plan based on real-time data received from external data sources.