8 datasets found

Formats: JSON Tags: fault diagnosis

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  • CWRU bearing dataset

    The CWRU bearing dataset is used for fault diagnosis applications. It contains data from four different loads, which are treated as four different working conditions.
  • Slab Track dataset

    The slab track dataset is used for simulation-to-real transfer of fault diagnosis. The dataset consists of acceleration signals collected from acceleration sensors installed on...
  • CWRU dataset

    The CWRU dataset has been one of the most commonly used open-source datasets in UDA research. A diagram illustrating the experimental setup is provided in Fig. 5 [38]. In this...
  • WHELL dataset

    The Wheelset Bearing Dataset (WHELL) dataset, which simulated high-speed rail wheelset bearings.
  • PEMFC dataset

    The Proton Exchange Membrane Fuel Cell (PEMFC) dataset, which simulated a real fuel cell.
  • Tennessee-Eastman (TE) dataset

    The Tennessee-Eastman (TE) chemical process, which simulated a real chemical production process. It has been widely used as a benchmark process to evaluate fault detection and...
  • Urban Rail Train Transmission System Fault Diagnosis Dataset

    The dataset is used for urban rail train transmission system fault diagnosis, and it is a collection of signals from 21 channels with a sampling frequency of 64kHZ.
  • HPR1000 Reactor Monitoring Parameters

    The dataset used in this paper is a collection of monitoring parameters for a nuclear reactor, including temperature, flow rate, pressure, and level of various components. The...
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