An Electronic Stability Control (ESC) system for a vehicle is disclosed. An electronic control unit (ECU) is programmed to reduce vehicle lateral skidding by reducing differences between an intended vehicle direction and/or yaw rate and an actual vehicle direction and/or yaw rate by applying modifications to operation of the vehicle brakes and/or throttle. The ESC system receives inputs from wheel speed sensors, a steering wheel position sensor, a yaw rate sensor and a lateral acceleration sensor. The ESC system also receives input that indicates at least a property of the road upon which the vehicle is located, wherein the road upon which the vehicle is located is determined from a positioning system that uses a map database and the property is determined from the map database. The ESC system incorporates the road property information in determining when and/or how to modify operation of the vehicle to reduce vehicle skidding.

A method for estimating a remaining useful life of an air filter. The method includes determining, at a controller of a machine, a delta pressure of the air filter in the machine based on an input from a plurality of sensors. The method includes determining a percent plugged of the filter based upon a non-linear relationship between the delta pressure and the percent plugged of the air filter. The method includes estimating the remaining useful life of the filter based upon the percent plugged.

A system for controlling a plurality of actuators is disclosed. The system includes at least one device for operating the plurality of actuators, at least one processor in communication with the device, and a memory coupled the processor. The memory stores data comprising program code that, when executed by the at least one processor, causes the system to receive as input a profile number indicating a specific test being performed by the system and a profile row indicating a load exerted by the plurality of actuators. The system is further caused to select a predetermined gain output based on the profile number and the profile row from a gain array. The gain array is a matrix containing a plurality of gain values, and the predetermined gain output is selected based on the profile number and the profile row. The system is further caused to determine a control value.

A method for determining stability of a vehicle having a load suspended from the vehicle is provided. The method can include obtaining measurements from a plurality of sensors positioned on the vehicle, obtaining a measurement from a vehicle accelerometer operative to determine an inclination of the vehicle, determining a position of the load suspended from the vehicle, determining a slung load of the load suspended from the vehicle, using the determined slung load and the determined position of the load suspended from the vehicle, determining tipping moments acting on the vehicle, determining righting moments acting on the vehicle and determining a tipping stability based on the determined tipping moments and determined righting moments.

A method for determining stability of a vehicle having a load suspended from the vehicle is provided. The method can include obtaining measurements from a plurality of sensors positioned on the vehicle, obtaining a measurement from a vehicle accelerometer operative to determine an inclination of the vehicle, determining a position of the load suspended from the vehicle, determining a slung load of the load suspended from the vehicle, using the determined slung load and the determined position of the load suspended from the vehicle, determining tipping moments acting on the vehicle, determining righting moments acting on the vehicle and determining a tipping stability based on the determined tipping moments and determined righting moments.

A method of reporting fuel consumption, the method comprising: providing a vehicle having a fuel level monitor; repeatedly measuring fuel consumption by the vehicle with the monitor; providing a server operable to generate fuel consumption reports, and transmitting the fuel consumption measurements via a communication channel between the fuel level monitor and the server.

A method of verifying the health and functionality of at least one vehicle sensor is disclosed herein. The method includes positioning the vehicle within a controlled environment test facility, displaying a predetermined test pattern to the at least one vehicle sensor as the vehicle travels within the controlled environment test facility, receiving sensor data corresponding to a performance condition of the at least one sensor from the at least one vehicle sensor, transmitting the sensor data to a remote processor, and determining a functional condition of the at least one vehicle sensor based on the sensor data.

Examples of techniques for estimating stability margins in a steer-by-wire system are disclosed. In one example implementation, a method for open-loop steer-by-wire (SbW) system linearization includes linearizing, by a processing device, an open-loop SbW system at different operating points. The method further includes determining, by the processing device, an open-loop transfer function of the op en-loop SbW system. The method further includes estimating, by the processing device, margins of stability for the open-loop SbW system. The method further includes implementing the margins of stability into a vehicle to reduce instability in a steering system of the vehicle.

A vehicle brake system is disclosed for dynamic braking of a vehicle based on wheel speeds, including a first wheel speed sensor, a second wheel speed sensor, a main controller for calculating a first wheel speed of each wheel by a signal received from the first wheel speed sensor to generate a first wheel speed signal and to perform dynamic braking control based on the first wheel speed signal, an auxiliary controller for calculating a second wheel speed of each wheel by a signal received from the second wheel speed sensor to generate a second wheel speed signal, and digital signal transfer lines for transceiving a normal signal or abnormality signal between the main and auxiliary controllers.

A system and method for real world autonomous vehicle perception simulation are disclosed. A particular embodiment includes: configuring a sensor noise modeling module to produce simulated sensor errors or noise data with a configured degree, extent, and timing of simulated sensor errors or noise based on a set of modifiable parameters; using the simulated sensor errors or noise data to generate simulated perception data by simulating errors related to constraints of one or more of a plurality of sensors, and by simulating noise in data provided by a sensor processing module corresponding to one or more of the plurality of sensors; and providing the simulated perception data to a motion planning system for the autonomous vehicle.