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Simulated boiler data for fault detection and classification

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IEEE2019-03-30 更新2026-04-17 收录
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https://ieee-dataport.org/open-access/simulated-boiler-data-fault-detection-and-classification
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资源简介:
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. After validating with manufacturer test data, a series of faults (Excess air, ranging from 15% - 50%; fouling of the heat exchanger from 1% to 46%; and scaling of the water-side heat exchanger element from 1% to 46%, all in 5% increments) were simulated with this emulator, along with nominal operating conditons for a range of operational parameters (gas fuel rate from 1 kg/s to 4 kg/s, water mass flow rate from 3 kg/s to 12.5 kg/s and combustion air temperature from 283 K to 303 K).. A factorial sampling method was used, resulting in a total of 27,281 simulations. This dataset contains the points visible to a Building Automation System along with the Condition (detailed class) and Class (fault category).
提供机构:
Ryerson University
创建时间:
2019-03-30
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