Time series prediction of cabin temperature based on mechanism model
Abstract Since the Antarctic scientific research device has been operating in Antarctica for a long time, the power generation cabin needs to continuously provide heat so that its equipment can work within a suitable temperature range. In view of the complexity of the environment and the high cost o...
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crioppubl:10.1088/1742-6596/2258/1/012048 2024-06-02T07:57:44+00:00 Time series prediction of cabin temperature based on mechanism model Zhang, Tanke Zhang, Kanjian Yao, Xu Wei, Haikun Fang, Shixiong Wang, Tao 2022 http://dx.doi.org/10.1088/1742-6596/2258/1/012048 https://iopscience.iop.org/article/10.1088/1742-6596/2258/1/012048 https://iopscience.iop.org/article/10.1088/1742-6596/2258/1/012048/pdf unknown IOP Publishing http://creativecommons.org/licenses/by/3.0/ https://iopscience.iop.org/info/page/text-and-data-mining Journal of Physics: Conference Series volume 2258, issue 1, page 012048 ISSN 1742-6588 1742-6596 journal-article 2022 crioppubl https://doi.org/10.1088/1742-6596/2258/1/012048 2024-05-07T13:59:36Z Abstract Since the Antarctic scientific research device has been operating in Antarctica for a long time, the power generation cabin needs to continuously provide heat so that its equipment can work within a suitable temperature range. In view of the complexity of the environment and the high cost of equipment, it is difficult to test and evaluate, which can be well solved by numerical simulation test. The thermodynamic mechanism model of the Antarctic redundant cabin is established to simulate the temperature distribution of the Antarctic scientific research power cabin. The temperature data of the mechanism model is combined with the time series algorithm to predict the future high temperature accumulation in the engine room, thereby providing theoretical and data support for the decision-making of the temperature control system of the scientific research device. Article in Journal/Newspaper Antarc* Antarctic Antarctica IOP Publishing Antarctic The Antarctic Journal of Physics: Conference Series 2258 1 012048 |
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Abstract Since the Antarctic scientific research device has been operating in Antarctica for a long time, the power generation cabin needs to continuously provide heat so that its equipment can work within a suitable temperature range. In view of the complexity of the environment and the high cost of equipment, it is difficult to test and evaluate, which can be well solved by numerical simulation test. The thermodynamic mechanism model of the Antarctic redundant cabin is established to simulate the temperature distribution of the Antarctic scientific research power cabin. The temperature data of the mechanism model is combined with the time series algorithm to predict the future high temperature accumulation in the engine room, thereby providing theoretical and data support for the decision-making of the temperature control system of the scientific research device. |
format |
Article in Journal/Newspaper |
author |
Zhang, Tanke Zhang, Kanjian Yao, Xu Wei, Haikun Fang, Shixiong Wang, Tao |
spellingShingle |
Zhang, Tanke Zhang, Kanjian Yao, Xu Wei, Haikun Fang, Shixiong Wang, Tao Time series prediction of cabin temperature based on mechanism model |
author_facet |
Zhang, Tanke Zhang, Kanjian Yao, Xu Wei, Haikun Fang, Shixiong Wang, Tao |
author_sort |
Zhang, Tanke |
title |
Time series prediction of cabin temperature based on mechanism model |
title_short |
Time series prediction of cabin temperature based on mechanism model |
title_full |
Time series prediction of cabin temperature based on mechanism model |
title_fullStr |
Time series prediction of cabin temperature based on mechanism model |
title_full_unstemmed |
Time series prediction of cabin temperature based on mechanism model |
title_sort |
time series prediction of cabin temperature based on mechanism model |
publisher |
IOP Publishing |
publishDate |
2022 |
url |
http://dx.doi.org/10.1088/1742-6596/2258/1/012048 https://iopscience.iop.org/article/10.1088/1742-6596/2258/1/012048 https://iopscience.iop.org/article/10.1088/1742-6596/2258/1/012048/pdf |
geographic |
Antarctic The Antarctic |
geographic_facet |
Antarctic The Antarctic |
genre |
Antarc* Antarctic Antarctica |
genre_facet |
Antarc* Antarctic Antarctica |
op_source |
Journal of Physics: Conference Series volume 2258, issue 1, page 012048 ISSN 1742-6588 1742-6596 |
op_rights |
http://creativecommons.org/licenses/by/3.0/ https://iopscience.iop.org/info/page/text-and-data-mining |
op_doi |
https://doi.org/10.1088/1742-6596/2258/1/012048 |
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Journal of Physics: Conference Series |
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2258 |
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1 |
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012048 |
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