Abstract: A computer-implemented method for building a diagnostic module for a physical system includes obtaining simulated healthy measurements by a physics-based simulation model of the physical system from measured input excitations to the physical system. The method includes training a generator model to generate realistic healthy measurements from the simulated healthy measurements and the measured input excitations, the training involving tuning the generator model based on an error between a generated realistic healthy measurement and a corresponding real measurement obtained from the physical system in response to each input excitation. The trained generator model is used to generate realistic faulty measurement data from simulated faulty measurements obtained by the physics-based simulation model.

Abstract: A method and device for the diagnosing and monitoring vehicle components, wherein measurements with respect to a first measuring point, a second measuring point, a third measuring point and a fourth measuring point are performed and a first measured value set, a second measured value set, a third measured value set and a fourth measured value set are formed, where a reference value set is determined with respect to a reference point via the first measured value set, the second measured value set and the third measured value set, where a test value set is formed with respect to the fourth measuring point via the reference value set, and where a fault in or damage to the fourth sensor is detected by comparing the test value set with the fourth measured value set such that a high level of availability when used by a vehicle is achieved.

Abstract: Method for detecting sensor errors, wherein measurements are taken, discharge time data with a first discharge time constant is read out from a data storage unit of the sensor and corresponding measurement signals as well as the discharge time data are transmitted to a computing unit, where a signal processing, a signal evaluation and a data evaluation occur in the computing unit and filtered signals are formed by filtering the measurement signals, where parameter values of a discharge function are determined via a logarithmic function of the filtered signals, a second discharge time constant is determined from the discharge function and where the first discharge time constant and the second discharge time constant are compared to detect errors, faults or damage of the sensor such that the influences of sensor errors on the measurements can be reduced.

Abstract: A method and apparatus for diagnosing and monitoring vehicles, vehicle components, routes and route components, wherein at least one first sensor is used to perform measurements and at least one computing unit is used to effect signal processing, where the at least one computing unit is supplied with at least measured first signals, at least one first characteristic value is formed from the at least first signals, the at least one first characteristic value or at least one first characteristic value combination is classified via at least one first statistical model, or a prediction is performed, and where at least one technical first condition indicator for at least one first vehicle component or at least one route component is determined, such that safe detection of faults, damage, excess wear, etc., and effective, condition--oriented maintenance of vehicles and infrastructures are achieved.

Abstract: Method for detecting sensor errors, wherein measurements are taken, discharge time data with a first discharge time constant is read out from a data storage unit of the sensor and corresponding measurement signals as well as the discharge time data are transmitted to a computing unit, where a signal processing, a signal evaluation and a data evaluation occur in the computing unit and filtered signals are formed by filtering the measurement signals, where parameter values of a discharge function are determined via a logarithmic function of the filtered signals, a second discharge time constant is determined from the discharge function and where the first discharge time constant and the second discharge time constant are compared to detect errors, faults or damage of the sensor such that the influences of sensor errors on the measurements can be reduced.

Abstract: A method and device for the diagnosing and monitoring vehicle components, wherein measurements with respect to a first measuring point, a second measuring point, a third measuring point and a fourth measuring point are performed and a first measured value set, a second measured value set, a third measured value set and a fourth measured value set are formed, where a reference value set is determined with respect to a reference point via the first measured value set, the second measured value set and the third measured value set, where a test value set is formed with respect to the fourth measuring point via the reference value set, and where a fault in or damage to the fourth sensor is detected by comparing the test value set with the fourth measured value set such that a high level of availability when used by a vehicle is achieved.

Abstract: A method for controlling an electric motor of a vehicle pump used to deliver a medium. According to the method, a period required for at least one partial revolution of a rotor of the electric motor is determined. The fluctuations during the period can represent a measurement of the true running of the electric motor. The speed of the electric motor can be altered depending on the deviation of the period from a comparative value. As a result, the true running of the electric motor can be guaranteed once again.

Abstract: A method for controlling an electric motor of a vehicle pump used to deliver a medium. According to the method, a period required for at least one partial revolution of a rotor of the electric motor is determined. The fluctuations during the period can represent a measurement of the true running of the electric motor. The speed of the electric motor can be altered depending on the deviation of the period from a comparative value. As a result, the true running of the electric motor can be guaranteed once again.

Abstract: A modular switching system includes a transistor operative in a switching mode for applying current to a load. Adaptation of the system to accommodate different values of load is attained by coupling an input drive ,signal to a base terminal of the transistor via a variable gain amplifier wherein the gain is established by a load-adaption signal to meet the requisite base current drive signal for the load. Plural emitter terminals of the transistor connected to separate branches of a monitoring circuit, each branch having its own threshold detector, for monitoring of minimum and maximum values of load current.

Abstract: A switching system includes a module having at least one semiconductor switch for switching current to a load, in particular, a setting member in an automotive control or automatic control device. A short-circuit current monitoring circuit and an idle current monitoring circuit are provided for each semiconductor switch. Each switch may constructed as a multiple-emitter transistor with separate emitter terminals being connected to the respective monitoring circuits whereby load current in the multiple-emitter transistor can be monitored. The short-circuit monitoring circuit outputs a signal indicating excessively large load current in the transistor. The idle monitoring circuit outputs a signal indicating excessively small load current in the transistor.

Abstract: In a method for detecting the readiness for operation of a oxygen measurement probe which is arranged in the exhaust duct of an internal combustion engine and serves together with a regulating device to regulate the preparation of the mixture for the internal combustion engine, the output voltage of the oxygen measurement probe is integrated with an integration time constant which is dependent on the internal resistance of the oxygen measurement probe. The rate of change of the output voltage is measured. Above a predetermined value of the rate of change, readiness for operation is noted. In a circuit arrangement for the carrying out of the method, there is connected to the output of the oxygen measurement probe the input of an integrator whose output is connected via an analog-to-digital converter to the input of a microcomputer. Also there can be fed to an integrator an initial value which lies in a central part of the operating range of the output voltage of the integrator.