Abstract: A method, apparatus and computer program are provided for monitoring operation of a machine having a mechanical component. the method involves receiving sensor data comprising a time series of measurements of an operational parameter of the machine corresponding to a state variable and processing the time series of measurements for the state variable using a machine-learning model pre-trained to predict normal operational behaviour of the machine based on values of the state variable observed for a time period during normal operation of the machine. The standardized residual for the state variable is calculated across the time series based on a prediction of the pre-trained machine-learning model and any deviation from normal operation of the machine is identified based on values of the standardized residual.

Abstract: In a method for calculating a bulk material conveying rate or a bulk material load of a vibratory conveyor machine, in which method raw measured data from the vibratory conveyor machine are acquired at at least two times with different load states by at least one acceleration, speed or travel sensor and raw measured data are then processed to give at least one vibration data feature from the list: amplitude, frequency and phase, provision is made to create and to store feature datasets consisting of at least one vibration data feature and to create a regression model on the basis thereof. Based on the created regression model and at least one current feature dataset, the current actual load or bulk material conveying rate of a vibratory conveyor machine is then ascertained and displayed.

Abstract: A method for recognizing a rail vehicle wheel as well as an arrangement for recognizing a rail vehicle wheel. A specific detection pattern of the rail vehicle wheel to be identified is ascertained using rollover signal of a rail vehicle wheel to be identified, which is ascertained with the aid of a load measuring device arranged on a rail, the rollover signal describing a time characteristic of a rail load induced by the rail vehicle wheel to be identified on the rail equipped with the load measuring device during the rollover, and the specific detection pattern comprising one or multiple identification parameter(s)/characteristic value(s) ascertained using the rollover signal. The ascertained specific detection pattern of the rail vehicle wheel to be identified is compared with one or multiple predefined reference-specific detection pattern(s) of rail vehicle wheels, and the rail vehicle wheel to be identified is identified by the comparison.

Abstract: An apparatus and method for calibrating and/or adjusting a force transducer or accelerator sensor of a measuring apparatus. The apparatus including a force spring element fixedly connectable to the measuring apparatus, a mass body movable along a guide relative to the force application element and a reference force transducer or reference acceleration sensor arranged between the force application element and the mass body. A positive or negative acceleration is applied to the mass body and the reaction forces resulting from the acceleration of the mass body are applied to the force-application element and, additionally, to the force transducer or acceleration sensor in the measuring apparatus. Values determined by the reference force transducer or reference acceleration sensor and the values determined by the force transducer or acceleration sensor in the measuring apparatus are recorded, processed and compared.

Abstract: A mobile device for detecting the state parameters and operating parameters of vibrating machines, which comprise sensor units and an evaluation unit connected to the sensor units, the measurement data detected by the sensor units being wirelessly transmittable to the evaluation unit, and each sensor unit being equipped with at least three acceleration sensors oriented orthogonally to each other and an integrated circuit for processing the measurement data detected by the sensor units, it is provided that at least four sensor units form a sensor network, the sensor units being detachably fastenable at a distance from each other with an undetermined orientation/direction to the vibrating machine, and a local coordinate system being defined by the at least three acceleration sensor of a sensor unit.

Abstract: A device for determining geometry characteristic values of a wheel profile on a rolling wheel of a rail vehicle that includes a first sensor arrangement, which has a first non-contact measuring distance sensor, which is oriented at a reference surface in the form of the inner planar surface of the rolling wheel, and at least one further non-contact measuring distance sensor, which is oriented at a defined angle of incidence at the wheel surface of the rolling wheel facing the rail or the wheel surface of the rolling wheel to be examined. Both distance sensors are arranged a defined distance to the rail. An electronic evaluation device calculates the geometry characteristic values from the detected distance signals. The first and the further non-contact measuring distance sensor use a frequency-modulated continuous-wave radar (FMCW), and a lens is used to bundle the radar waves and thus to define a measuring spot.

Abstract: A diagnostic device for determining an out-of-roundness on wheels of rail vehicles within a specified measuring section, comprising a plurality of force sensors, which are designed to determine forces acting on them and are connected to an evaluating device, wherein the evaluating device is provided for determining the out-of-roundness by integrating a force signal F, which is forwarded by the force sensors over time in order to determine an impulse. A method is also provided for determining an out-of-roundness on wheels of rail vehicles within a specified measurement section, wherein the force signals of at least one force sensor are fed to an evaluating device, the evaluating device detects an impulse, and the evaluating device integrates a force signal over a defined time interval and thereafter uses said force signal to output a result.

Abstract: An apparatus for calibrating and/or adjusting measuring devices for dynamic forces, in particular for calibrating and/or adjusting diagnostic fixedly connectable to the measuring apparatus, a mass reference acceleration sensor arranged between the force-application element and mass body and applying a positive or negative acceleration to the mass body are provided, wherein the reaction forces resulting from the acceleration of the mass body are applied to the force-application element and, additionally, to the force transducer or acceleration sensor in the measuring apparatus, and the values determined by the reference force transducer or reference acceleration sensor and the values determined by the force transducer or acceleration sensor in the measuring apparatus are recorded and processed by an analysis device.

Abstract: A diagnostic device for determining an out-of-roundness on wheels of rail vehicles within a specified measuring section, comprising a plurality of force sensors, which are designed to determine forces acting on them and are connected to an evaluating device, wherein the evaluating device is provided for determining the out-of-roundness by integrating a force signal F, which is forwarded by the force sensors over time in order to determine an impulse. A method is also provided for determining an out-of-roundness on wheels of rail vehicles within a specified measurement section, wherein the force signals of at least one force sensor are fed to an evaluating device, the evaluating device detects an impulse, and the evaluating device integrates a force signal over a defined time interval and thereafter uses said force signal to output a result.

Abstract: A device for determining geometry characteristic values of a wheel profile on a rolling wheel of a rail vehicle that includes a first sensor arrangement, which has a first non-contact measuring distance sensor, which is oriented at a reference surface in the form of the inner planar surface of the rolling wheel, and at least one further non-contact measuring distance sensor, which is oriented at a defined angle of incidence at the wheel surface of the rolling wheel facing the rail or the wheel surface of the rolling wheel to be examined. Both distance sensors are arranged a defined distance to the rail. An electronic evaluation device calculates the geometry characteristic values from the detected distance signals. The first and the further non-contact measuring distance sensor use a frequency-modulated continuous-wave radar (FMCW), and a lens is used to bundle the radar waves and thus to define a measuring spot.