A method for predicting mechanical failure of a traction motor in a vehicle includes monitoring first characteristics of an electrical signal supplied to a traction motor of a vehicle during a first detection window. The first characteristics represent a first motor electrical signature for the traction motor. The method also includes deriving one or more signature values from a first mathematical model of the first motor electrical signature and predicting a mechanical failure of the traction motor based on the one or more signature values.

An object is to provide a vehicle control apparatus capable of enhancing fuel economy when coasting is performed by disconnecting a clutch disposed between an engine and drive wheels of the vehicle. A travel path and a travel pattern of a vehicle are predicted by a vehicle outside information collection device, such as a navigation system. Also, amounts of fuel consumption by normal traveling and coasting are predicted and compared, so that coasting control is performed in a case where an amount of fuel consumption can be reduced by performing the coasting control.

A fleet management system dispatches autonomous electric vehicles (AEVs) as on-demand power sources. The fleet management system receives a request for a power source including a location and data describing the amount of power requested. The fleet management system selects an AEV of the fleet to service the request based on the relative locations of the AEVs to the requested location, and based on the amount of power requested. The fleet management system instructs the selected AEV to drive to the location and supply power. The fleet management system instructs the selected AEV to disconnect and return to the charging station, and may instruct another AEV to continue fulfilling the request if additional power is needed.

A system and method that detects, using processing circuitry, a predetermined energy condition. The processing circuitry determines a geographic location of a vehicle, identifies at least one energy station as a function of a plurality of factors, determines a vehicle range based on an energy level of the vehicle and a first mode of vehicle operation, determines whether an energy saving condition is satisfied based on the vehicle range, a location of the at least one energy station, and the geographical location of the vehicle, and enters an economy mode when the energy saving condition is satisfied.

A vehicle control system is provided with: a database configured to store therein, for each vehicle, vehicle data including a plurality of types of information about vehicle operation; a group divider configured to divide the vehicle data of a plurality of vehicles into groups each including similar driving characteristics; a specifier configured to specify to which of the groups a host vehicle belongs, from a running history of the host vehicle; an extractor configured to extract the vehicle data of a vehicle with higher evaluation regarding a predetermined evaluation item, which can be evaluated by using the vehicle data, than that of the host vehicle, from the group specified by the specifier; and a controller configured to control a running aspect of the host vehicle such that it approaches to a running aspect performed on the basis of the vehicle operation indicated by the vehicle data extracted by the extractor.

In representation processing, when a capacity retention is higher than a threshold value while a warranty condition is satisfied, an ECU has the capacity retention shown in a first manner. When the capacity retention is equal to or lower than the threshold value while the warranty condition is satisfied, the ECU has the capacity retention shown in a second manner.

A utility vehicle with regenerative braking is disclosed. The utility vehicle includes a power bus, a battery coupled to the system power bus, and at least one electric drive motor to generate power through regenerative braking and supply the generated power onto the power bus. The utility vehicle includes a power regulation controller configured to direct the generated power to the battery to recharge the battery when the battery is not fully charged, direct the generated power to at least one power sink to consume the generated power when the battery is fully charged and the generated power is less than or equal to a power consumption limit, and reduce a maximum travel speed to reduce an amount of power generated by the at least one electric drive motor through regenerative braking when the battery is fully charged and the generated power is greater than the power consumption limit.

A system and method are provided for controlling an engine in a hybrid vehicle by varying the operating point of the engine using a table in which SOC compensation values of a battery corresponding to deterioration degrees of the battery are recorded, to operate the engine at optimal timing regardless of the deterioration degrees of the battery and allow sufficient catalyst warm-up time. The method includes storing a table in which SOC compensation values of a battery corresponding to deterioration degrees of the battery are recorded and calculating a deterioration degree of the battery. An SOC compensation value of the battery corresponding to the calculated deterioration degree in the table is detected. Further, the method includes compensating for an SOC of the battery using the detected SOC compensation value and setting an operating point of the engine based on the compensated SOC of the battery.

A vehicle monitoring device (VMO) in accordance with the invention comprises a microprocessor programmed to simulate a vehicle's powertrain, that is arranged to receive signals from a vehicle's engine management system to produce a real-time simulated model of the vehicle's powertrain operation when the vehicle's actual instantaneous fuel consumption and/or emissions can be accurately predicted during operation of the vehicle and compared with predetermined or calculated performance characteristics for the powertrain under the pertaining conditions in order to display the instantaneous operating conditions in relation to the optimum under any driving condition. The VMO is advantageously arranged to receive the signals from the on-board diagnostics (OBO or OBO-II or equivalent) port. The VMO is preferably programmed so that the performance coefficient is used to calculate the instantaneous and/or cumulative quantity or percentage of fuel wasted as a result of non-optimum operation of the vehicle. The invention extends to the display.

A first method of predicting the range of an electric vehicle comprises, determining a range value during a current vehicle operating cycle using a first range model, wherein the first range model is dependent on an energy consumption rate value recorded during a previous vehicle operating cycle. A second method of predicting the range of an electric vehicle comprises, monitoring a trailer detecting means of the vehicle; and determining a first range value if the trailer detecting means detects that a trailer is attached to the vehicle.