An in-vehicle stable platform system employing active suspension and a control method thereof is provided. The system includes a vehicle body, an in-vehicle stable platform, an inertial measurement device, an electronic control device, a servo controller set, multiple wheels, and suspension servo actuation cylinders and displacement sensors respectively corresponding to the wheels. The wheels are divided into three groups, which form three support points. The heights of the three support points are controlled to control orientation of the vehicle body. An amount of extension/retraction of the suspension servo actuation cylinders required to cause the in-vehicle stable platform to return to a horizontal level is calculated according to a measured pitch angle and a roll angle of the in-vehicle stable platform, and when a vehicle travels on an uneven road, the extension/retraction of each suspension servo actuation cylinder is controlled to cause the in-vehicle stable platform to be horizontal.

A controller includes: a noise reduction processing unit that acquires a sensor signal, which is based on an output from a sensor that detects time-series data and includes a noise, and that reduces the noise included in the sensor signal on the basis of a recurrent neural network trained so as to learn a correspondence relationship between a first signal including the noise corresponding to the sensor signal and a second signal indicating the first signal from which the noise has been removed; and a control processing unit that controls an actuator on the basis of an output from the noise reduction processing unit.

A level adjustment device for a vehicle, comprising a damping device having a piston-cylinder unit and a screw drive, and an adapter sleeve that axially supports a spindle of the screw drive and includes a flange directed radially inwards, wherein the adapter sleeve is configured to utilize the screw drive and is decoupled in relation to a cylinder of the piston-cylinder unit via one or more elastic elements.

An acoustical absorber, which may take the form of a shock tower insulator, includes a body made from a sound insulating material and one or more serrated washers fixed to the body. The washers function to retain the body to mounting studs without the need for using a separate fastener.

A vehicle suspension structure includes a hollow structural component and a Tuned Vibration Absorber disposed inside the hollow structural component.

Method for venting a pneumatic system of a vehicle, pneumatic system and vehicle Method for venting a pneumatic system (1) of a vehicle, the pneumatic system (1) comprising an air compressor (4), a pneumatic circuit (2), an air pressure management system (6) in communication with the air compressor (4) and the pneumatic circuit (2), and a control unit, the method comprising: while pressure in the pneumatic circuit (1) is less than a cut-out pressure, supplying the pneumatic circuit (2) with compressed air from the air compressor (4) operated at an operating speed through the air pressure management system (6), once pressure in the pneumatic circuit (2) reaches the cut-out pressure, lowering pressure in the pneumatic circuit (2) to a target pressure, the air compressor (4) being operated at at least one deflating speed lower than the operating speed, the deflating speed being non null, after pressure in the pneumatic circuit (2) has reached the cut-out pressure, releasing compressed air in the air pressure management system (6) to the outside environment.

A vehicle includes a suspension system, a sensor for measuring a vibration signal produced from the suspension system, and a microphone for measuring a noise signal in an interior of the vehicle caused by the vibration signal, wherein the sensor is installed at an interior sensor position determined based on an analysis of a level of contribution of the vibration signal to the noise signal, from among candidate sensor positions in the interior of the vehicle.

A vehicle includes a chassis and a vehicle body supported by the chassis. At least one dynamically adjustable body mount connects the vehicle body to the chassis. The at least one dynamically adjustable body mount includes a selectively adjustable parameter. One or more vehicle sensors is associated with the vehicle. The one or more vehicle sensors is operable to detect one or more vehicle parameters. A control system is operatively connected to the at least one dynamically adjustable body mount and the one or more vehicle sensors. The control system is operable to alter the selectively adjustable parameter of the at least one dynamically adjustable body mount to substantially isolate the body from road and vehicle induced vibration in response to at least one of the one or more vehicle parameters and the one or more road surface parameters.

A vehicle includes a chassis and a vehicle body supported by the chassis. At least one dynamically adjustable body mount connects the vehicle body to the chassis. The at least one dynamically adjustable body mount includes a selectively adjustable parameter. One or more vehicle sensors is associated with the vehicle. The one or more vehicle sensors is operable to detect one or more vehicle parameters. A control system is operatively connected to the at least one dynamically adjustable body mount and the one or more vehicle sensors. The control system is operable to alter the selectively adjustable parameter of the at least one dynamically adjustable body mount to substantially isolate the body from road and vehicle induced vibration in response to at least one of the one or more vehicle parameters and the one or more road surface parameters.

A level adjustment device for a vehicle, comprising a damping device having a piston-cylinder unit and a screw drive, and an adapter sleeve that axially supports a spindle of the screw drive and includes a flange directed radially inwards, wherein the adapter sleeve is configured to utilize the screw drive and is decoupled in relation to a cylinder of the piston-cylinder unit via one or more elastic elements.