Mechanical Sensing

The bearing dataset  is acquired by the electrical engineering laboratory of Case Western Reserve University and published on the Bearing Data Center Website. The gearbox dataset  is from IEEE PHM Challenge Competition in 2009

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  • Standards Research Data
  • Last Updated On: 
    Wed, 11/20/2019 - 03:31

    Real sampled data of a moving vehicle is provided.

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  • Sensors
  • Last Updated On: 
    Sat, 10/12/2019 - 12:40

    Data from accelerometers mounted on ICE chassis.

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  • Mechanical Sensing
  • Last Updated On: 
    Thu, 09/12/2019 - 05:41

    The dataset has 150 three-second sampling motor current signals from each synthetically-prepared motors. There are five motors with respective fault condition - bearing axis deviation (F1), stator coil inter-turn short circuit (F2), rotor broken strip (F3), outer bearing ring damage (F4), and healthy (H). The motors are run under five coupling loads - 0, 25, 50, 75, and 100%. The sampling signals are collected and processed into frequency occurrence plots (FOPs). Each image has a label, for example F2_L50_130, where F2 is the fault condition, L50 is the coupling load condition.

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  • Sensors
  • Last Updated On: 
    Fri, 05/24/2019 - 22:27

    As the uploaded files are .opj format and opened by OriginLab, the uploaded files have contained the corresponding figures.

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  • Mechanical Sensing
  • Last Updated On: 
    Tue, 05/14/2019 - 23:35

    An emulator for the Viessmann Vitorond 200 Gas Fired Boiler VD2 Series 380 dataset was created in Matlab/Simulink based on the Simscape boiler model.

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  • Energy
  • Last Updated On: 
    Sat, 03/30/2019 - 14:58

    DECA is widely used as a protocol to describe the fuel economy and battery load of vehicles. Meanwhile, Carsim is universally accepted as a reliable tool to analyze vehicle dynamics. Therefore, it is of great importance to simulate the DECA with Carsim and provide a proper way to measure the virtual fuel economy of vehicles. It may also contribute to explement related experiments. 

    148 views
  • Transportation
  • Last Updated On: 
    Wed, 12/12/2018 - 10:04

    This data is the history data of an IRB 1200 grinding robot. It can be used to do the predictive analysis of the robot.

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  • Mechanical Sensing
  • Last Updated On: 
    Wed, 12/12/2018 - 10:04

    Vibration data collected from handpump handles in Kwale, Kenya.

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  • Computational Intelligence
  • Last Updated On: 
    Mon, 10/08/2018 - 12:39

    Our research addresses time-dependent hysteresis effects in adhesive packaged MEMS pressure sensors.Typically calibrated inside a certain temperature and pressure range, they provide precise pressure measurements, giventhat certain setting times after temperature changes are maintained. Signal errors arise when temperature changesinduce time-dependent viscoelastic relaxation in the adhesive which cannot be compensated by calibration.

    45 views
  • Mechanical Sensing
  • Last Updated On: 
    Thu, 11/08/2018 - 10:34

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