Systems and methods are disclosed for supporting and executing automated control of climate comfort settings based on user classification within a group identity database. Methods of generating and employing the group identity database are also disclosed.

Systems and methods are disclosed for supporting and executing automated control of climate comfort settings based on user classification within a group identity database. Methods of generating and employing the group identity database are also disclosed.

Embodiments herein relate to vehicle filter monitoring systems and methods. In an embodiment, a filter monitoring system is included having a filter sensor device configured to generate data reflecting a filter condition value of a filter and a geolocation circuit configured to determine a present geolocation of a vehicle. The system can also include a system control circuit configured to generate or receive local contaminant concentration values at the present geolocation, evaluate the filter sensor device data to determine at least one of the filter condition value and a change in the filter condition value, and generate at least one of a maintenance recommendation and a routing recommendation based on the local contaminant concentration values, time spent at the geolocation of the vehicle, duty cycle of the vehicle, the filter condition value, and a change in the filter condition value. Other embodiments are also included herein.

Systems and methods are provided for temperature regulation in an autonomous vehicle. In particular, systems and methods are provided for regulating the interior temperature of a delivery container in an autonomous vehicle. In various implementations, the delivery container includes one or more compartments, and a thermal management system is provided for regulating the temperature of each of the compartments.

A method, a system, and a computer program product may be provided for generating map data associated with one or more objects in a region. The method includes receiving point cloud data associated with the region. The method further includes generating a georeferenced top down raster image of the region, based on the point cloud data. The georeferenced top down raster image is indicative of a top surface of each of the one or more objects. The method further includes determining boundary data of the top surface of each of the one or more objects, based on the georeferenced top down raster image and generating the map data associated with the one or more objects, based on the boundary data of the top surface of each of the one or more objects.

A vehicle for transporting goods, a tractor-trailer system for transporting goods, and a method of operating a power management system for powering a transport refrigeration unit. The vehicle for transporting goods includes: an axle; a transport refrigeration unit; and a power management system for supplying power to the transport refrigeration unit. The power management system includes: a generator configured to be selectively coupled to an axle of the vehicle, wherein the generator is configured to generate electricity when coupled to the axle; and a controller configured to monitor a speed of the vehicle and to selectively couple and decouple the generator from the axle. The controller is configured to determine that the vehicle is in a first state and decouple the generator from the axle when the vehicle is in the first state, wherein the speed of the vehicle is increasing in the first state.

A method and system for a responsive climate control interface are disclosed. The climate control interface includes an interactive element further comprised of a climate settings map and a climate setting selector. The climate setting selector can be moved to different locations on the climate settings map in order to select a climate setting with a particular temperature and fan speed. The appearance of both the climate settings map and the climate setting selector can be changed as the climate change selector is moved in order to visually indicate temperature and fan speed settings. The system also includes a haptic feedback module that can convert climate settings into haptic feedback levels.

A method and a device for detecting odor nuisances along a route of a subject transportation vehicle and for predictively initiating measures for preventing the penetration of the odorants of the odor nuisance into the subject transportation vehicle during travel. The method includes collecting swarm data from a plurality of swarm transportation vehicles in the surroundings of the route of the subject transportation vehicle, relating to the odor nuisance of each swarm transportation vehicle, ascertaining locations of an odor nuisance from the collected swarm data, ascertaining the extent of the odor nuisance around the respective location of the odor nuisance, and initiating measures in the subject transportation vehicle when approaching the location of an odor nuisance while taking into account the extent of the odor nuisance along the future route, wherein the measure is implemented at a predefined distance from the extent of the odor nuisance.

An electrical component control device controls an operation state of at least one electrical component mounted in an autonomous vehicle. The electrical component control device comprises a request determination unit that determines whether a movement request for moving the autonomous vehicle in a state where a user is not in the autonomous vehicle is received; an operation restraining unit that restrains operations of multiple target electrical components representing an electrical component that acts on five senses of the user when the autonomous vehicle is instructed to move in response to the movement request; an operation state recording unit that records operation states of the multiple target electrical components; and a state restoring unit that restores the operation states of the multiple target electrical components to the operation states of the multiple target electrical components recorded in the memory, before the user gets on the autonomous vehicle.

A system for providing allergen information includes an allergen sensor located on a vehicle designed to detect allergen data corresponding to levels of at least one allergen in an environment of the vehicle. The system further includes a network access device located on the vehicle and designed to transmit the allergen data to a remote server and to receive an allergen map from the remote server, the allergen map being based on the allergen data from the vehicle and from additional vehicles, and indicating the levels of the at least one allergen at various locations on the allergen map. The system further includes an output device designed to output data. The system further includes an electronic control unit (ECU) coupled to the allergen sensor, the network access device, and the output device and designed to control the output device to output the allergen map received from the remote server.