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Tennessee Eastman Reference Data for Fault-Detection and Decision Support Systems

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DataCite Commons2023-07-12 更新2025-04-10 收录
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https://data.dtu.dk/articles/dataset/Tennessee_Eastman_Reference_Data_for_Fault-Detection_and_Decision_Support_Systems/13385936
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资源简介:
Extended Tennessee Eastman Reference Data as presented in Reinartz et al. (2021). <br><br>The data contains simulations of 28 process faults for 6 different operating modes. Each fault is simulated 500 times with different seeds for the random number generator. <br>Additional simulations feature setpoint changes and mode transitions between the 6 operating modes. <br>All simulations have a duration of 100 hours with a sampling rate of 3 minutes. <br>Please refer to the Readme and publication for detailed information. <br>
提供机构:
Technical University of Denmark
创建时间:
2020-12-30
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