Accessibility discovery, assessment, and recommendation for vehicle charging locations and other requested destinations
A vehicle system includes a transceiver that collects source data from sources. An accessibility module: receives a request for a final destination from a user; determine a route from a current location to the final destination; obtains user criteria information for features of destinations along the route; collects the source data via the transceiver and regarding the features of the destinations; based on the source data and the user criteria information, scores each of the destinations to generate scores; based on the scores, displays a heat map and a recommendation to the user, where the heat map is indicative of the scores respectively of the destinations, and where the scores are specific to the user; and receives an input selecting one of the destinations. A vehicle control module, based on the selected destination, guides the user to or autonomously drives the vehicle to the selected destination.
1 . A vehicle system of a vehicle, the vehicle system comprising:
a transceiver configured to communicate with a distributed communications network to collect source data from a plurality of sources;
an accessibility module configured to
receive a request for a final destination from a user,
determine a route from a current location to the final destination,
obtain user criteria information for features of a plurality of destinations along the route,
collect the source data via the transceiver and regarding the features of the plurality of destinations,
based on the source data and the user criteria information, score each of the plurality of destinations to generate a plurality of overall scores respectively for the plurality of destinations,
match a user accessibility profile of user preferences to charging station accessibility profiles in vicinities of possible target destinations along the route, and, based on differences between the charging station accessibility profiles and the user preferences of the user accessibility profile, generate recommendations for charging stations at least one of nearby and along the route, wherein each of the charging station accessibility profiles comprises respective i) user priority rankings for the features as ranked by the user, ii) feature scores, and iii) an overall score, and wherein the overall score is a weighted sum of the feature scores for one of the recommended charging stations based on the user priority rankings,
based on the plurality of overall scores, generate and display a heat map and a recommendation to the user, wherein the heat map is indicative of the plurality of overall scores respectively of the plurality of destinations, and wherein the plurality of overall scores are specific to the user, and
receive an input selecting one of the plurality of destinations; and
a vehicle control module configured, based on the selected destination, to at least one of guide the user to the selected destination or autonomously drive the vehicle to the selected destination.
2 . The vehicle system of claim 1 , wherein the plurality of destinations comprise a plurality of charging stations.
3 . The vehicle system of claim 1 , wherein the accessibility module is configured to
access accessibility features from online sources including websites of the plurality of destinations, community and social media websites, websites containing satellite and street view images, and crowd sourcing websites;
implement machine learning and natural language processing to evaluate images, comments and reviews, and website text information associated with the accessibility features;
generate accessibility profiles of the plurality of destinations based on results of the machine learning and natural language processing; and
generate the recommendation to the user for one of the plurality of destinations based on the generated accessibility profiles of the plurality of destinations.
4 . The vehicle system of claim 1 , wherein the accessibility module is configured, when collecting the source data, to perform an artificial intelligence machine learning process that searches the plurality of sources on the Internet to automatically identify and access the features of at least one of i) the plurality of destinations, and ii) locations of the plurality of destinations.
5 . The vehicle system of claim 1 , wherein the source data includes images, reviews, online information, website information, vehicle telematics data, and vehicle camera data.
6 . The vehicle system of claim 1 , wherein the accessibility module is configured to generate an accessibility profile for each of the plurality of destinations using machine vision and natural language processing of the source data.
7 . The vehicle system of claim 1 , wherein each of the charging station accessibility profiles comprises station profile status indicators.
8 . The vehicle system of claim 1 , wherein the accessibility module is configured to update user accessibility profile assessments and a station location accessibility profile database based on user feedback and periodic searches for the source data.
9 . The vehicle system of claim 1 , wherein:
the plurality of destinations comprise hotels, restaurants, rest areas, stores, shopping malls; and shopping centers; and
the accessibility module is configured to generate a recommended accessible travel itinerary based on accessibility profiles of the plurality of destinations.
10 . The vehicle system of claim 1 , wherein the accessibility module is configured to implement machine learning and natural language processing to assess functionality and identify quality issues with one or more of the plurality of destinations, and generate the recommendation to at least one of i) not include the one or more of the plurality of destinations, ii) indicate issues of the one or more of the plurality of destinations, and iii) providing a low score for the one or more of the plurality of destinations.
11 . The vehicle system of claim 1 , wherein the accessibility module is configured to apply a filter to block a recommendation for a charging station that is down for maintenance.
12 . The vehicle system of claim 1 , wherein the accessibility module is configured to generate the recommendation for one of the plurality of destinations based on estimated mileage to the final destination and a state of charge of a power source of the vehicle.
13 . The vehicle system of claim 1 , wherein;
the accessibility module is configured to make a reservation at the selected destination for the user prior to or while the user is traveling along the route to the selected destination; and
the selected destination is a charging station, and the reservation is for a parking spot at which the vehicle is to be charged.
14 . The vehicle system of claim 1 , wherein;
the accessibility module is configured to generate a customizable accessible travel itinerary for the user based on accessibility scores of places along the route specified by the user;
the accessibility module is configured to make reservations at the places based on a travel schedule and confirmation from the user; and
the reservations are placed prior to the vehicle reaching a first destination along the route.
15 . The vehicle system of claim 1 , wherein:
each of the accessibility profiles includes accessibility features of a respective charging station; and
the accessibility features of the accessibility profiles indicate whether the plurality of destinations include at least one of handicap markings and parking spot borders.
16 . The vehicle system of claim 1 , wherein:
each of the accessibility profiles includes accessibility features of a respective charging station; and
the accessibility features include at least one of parking space widths and lengths, aisle widths, heights and lengths of charging cables, charging cable locations, sign heights, charger screen sizes, and charger screen parameters.
17 . The vehicle system of claim 1 , wherein:
each of the accessibility profiles includes accessibility features of a respective charging station; and
the accessibility features of the accessibility profiles indicate whether the plurality of destinations include at least one of vehicle barriers, signs, and parking spot markings.
18 . The vehicle system of claim 1 , wherein:
each of the accessibility profiles includes accessibility features of a respective charging station; and
the accessibility features of the accessibility profiles indicate whether the plurality of destinations at least one of i) include restrooms, and ii) are pet friendly.
19 . The vehicle system of claim 1 , wherein:
each of the accessibility profiles includes accessibility features of a respective charging station; and
the accessibility features of the accessibility profiles indicate whether the plurality of destinations have at least one of a restaurant and one or more stores nearby.
20 . The vehicle system of claim 1 , wherein:
each of the accessibility profiles includes accessibility features; and
the accessibility features comprise at least one of size of parking spot for charging the vehicle, ingress ease for the vehicle entering a parking spot, whether a charger plug is easy to access and plug in to the vehicle, ease in visibility and readability of a charger screen, ease in physically reaching the charger screen, whether a charger has a talk-to-text feature, whether an attendant is available on site to help, whether there are long charge chords at site, whether there are height and reach issues, and weight of charge cables.