An example operation includes one or more of receiving data from vehicles using a charging station, wherein the data comprises a beginning state of charge (SOC), an ending SOC of a battery, and an amount of time between the beginning SOC and the ending SOC for each respective vehicle, determining a…
Systems and methods for optimizing routes for vehicles are provided. For example, a method for optimizing routes for vehicles includes receiving electric vehicle charging constraints of one or more vehicles. The method also includes receiving information corresponding to one or more navigation…
It is inter-alia disclosed a method performed by at least one apparatus, the method comprising obtaining or causing obtaining first location information representative of a first location associated with a first charging entity for charging a vehicle; obtaining or causing obtaining information…
A computer-implemented method for predicting fuel consumption efficiency. The method can include receiving vehicle telematics data from a client device. The method can also include analyzing historical trip data including past commute patterns and vehicle route data based on the vehicle telematics…
A system and method for block scheduling for an electric vehicle are provided. The method includes obtaining route information including designated routes and their distances in a defined operation period for the EV, and battery information including a consumption factor and a charging rate for a…
An energy efficiency improvement learning apparatus includes a processor configured to perform learning for vehicle control to minimize vehicle energy consumption required for vehicle driving under random conditions based on a reinforcement learning algorithm, and provide learned parameters of the…
A mobility service providing system includes a communication interface configured to receive a call command requesting transportation of a place module by a mobility module from a call location to a destination. The mobility service providing system also includes a processor confgured to: determine…
A path planning method using data calculation analysis comprising: calculating a driving process data generated by a specific vehicle during the operation of a predetermined driving route by at least one sensor, electronic devices or big data model of the specific vehicle using the vehicle carbon…
A method for planning an optimal geographical route by an electric car from origin to destination locations, using an objective of minimizing estimated time, minimizing distance to travel, or minimizing charging price, while arriving at all user-defined multiple locations along the route. The…
In an electric vehicle which drives at least one external device with power of a battery for driving an electric motor, an available power amount information is set based on the power of the battery. A usage information to at least one usage devices selected by a user among the at least one…
An end-to-end trip energy prediction approach for electric vehicles is directly derived from real-world driving data while maintaining manageable implementation complexity and computational cost. Machine-learning based models capture the variability of vehicle parameters through use of a vehicle…
Methods, systems, and apparatus for providing driving insights includes a driving insights module programed to receive a set of vehicle conditions, receive a fuel consumption database, and calculate a fuel savings of the vehicle based upon the set of vehicle conditions and the fuel consumption…
Briefly, embodiments, such as estimating energy utilization based at least in part on estimated regenerative energy production to select one or more preferred routes for an electric vehicle out of a network of routes, for example, are described.
An in-vehicle control device is mounted on a vehicle that includes an engine, a motor for traveling, a battery configured to supply electric power to the motor, and map information, and that is configured to perform electric traveling. The in-vehicle control device includes a processor. The…
A method of providing route information to a driver, includes determining a travel path for a trip to a destination, determining segments of the travel path, determining a driving style of a driver of the vehicle, determining an energy use model for vehicle energy use along the travel path that is…
A navigation device that generates a planned travel route from a current location to a destination via a waypoint. When a battery electric vehicle does not need to turn around to get from the current location to a first facility, the navigation device sets the first facility as the waypoint, and…
Disclosed is a method of determining a route and vehicle(s) for delivering goods, the method comprising steps of: obtaining request from user device of a customer with goods to be delivered from first location to second location; searching for a set of vehicles of journeyers in vicinity of first…
A route determination method includes: receiving a travel request for requesting a travel of an electric vehicle, the travel including one or more destinations and passing through the one or more destinations; acquiring trust scores of a plurality of charging stations that are facilities configured…
Automatic provision by a computing device of navigation for a hybrid-electric vehicle to best take advantage of dual-powering capabilities of the hybrid-electric vehicle. A computing device receives a destination for a hybrid-electric vehicle to navigate the hybrid-electric vehicle to. The…
A system to determine a stranded electric vehicle resilience index of an area for an electric vehicle (EV) is disclosed. The system may use an API to determine areas in a region with minimal EV charging capabilities; generate a first trained machine learning model to predict a first probability for…
Methods, systems, and apparatus for providing driving insights includes a driving insights module programed to receive a set of vehicle conditions, receive a fuel consumption database, and calculate a fuel savings of the vehicle based upon the set of vehicle conditions and the fuel consumption…
A range estimation technique for an original equipment manufacturer (OEM) electrified vehicle involves determining, by an OEM computing server, a route for the electrified vehicle and a set of operating parameters of the electrified vehicle and historical data for other OEM vehicles traveling along…
A trip optimization system for a trip of an electrified vehicle from a start point to an end point includes a control system configured to determine a first optimized trip plan based on at least an initial state of charge (SOC) of a high voltage battery system of the electrified vehicle, wherein…
The proposed invention relates to methods for controlling a motor vehicle, and can be used in transportation industry. The technical problem to be solved by the proposed invention is to provide a method, a device, a system, a motor vehicle, and a computer-readable medium that do not possess the…
Embodiments provide a method, a computer program, an apparatus, a vehicle, and a network component for controlling a communication link used for tele-operating a vehicle. The method (10) for controlling a communication link used for tele-operating a vehicle (200) comprises obtaining (12)…
Apparatuses, systems, and methods relate to technology to identify travel data associated with a vehicle. The technology further identifies a travel route associated with the vehicle based on the travel data, identifies a selected rule from a plurality of rules based on one or more of a first…
Carbon footprint optimization of an electric vehicle, such as a heavy-duty e-truck, traveling in a trip across a highway network subject to a hard deadline constraint and one or more battery state-of-charge (SoC) constraints is carried out by co-determining a route plan, a speed plan and an…
A navigation apparatus includes a remaining charge amount detector, a guidance plan calculator, and a reservation data obtainer. The remaining charge amount detector is configured to detect a remaining charge amount of a storage battery of a vehicle. The guidance plan calculator is configured to…
Methods and systems for optimizing data offloading in electric vehicles are described. A method includes estimating an amount of data that can be collected and generated for a route generated for a destination entered into the electric vehicle, categorizing, by a data offloading device in an…
A route optimization system for a battery electric vehicle (BEV) includes a controller programmed to perform the following operations. Determine a navigational route to a destination. Determine a predicted intelligent energy consumption of the BEV based on a set of vehicle operating conditions…