Title:
OFFSHORE OIL-SPILL AREA PREDICTION METHOD AND SYSTEM, AND MEDIUM
Document Type and Number:
WIPO Patent Application WO/2024/041669
Kind Code:
A1
Abstract:
An offshore oil-spill area prediction method and system, and a medium. The offshore oil-spill area prediction method comprises: S1, acquiring a training data set, wherein the training data set comprises an influence factor which influences submarine oil pipeline leakage; S2, constructing an oil spill numerical model, and performing preset processing on an initial prediction model on the basis of simulation result data and the training data set, so as to determine a prediction model; S3, initializing the prediction model, and determining the number of nodes of each of an input layer, an output layer and a hidden layer; and S4, acquiring input data, and inputting the input data into the prediction model in S2, so as to obtain a sea surface oil-spill area to be measured. When the method is used, the effects of small errors and high accuracy can be achieved.
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Inventors:
JI HONG (CN)
WANG TING (CN)
YANG KE (CN)
WANG YAXIN (CN)
GUO JIE (CN)
WANG TING (CN)
YANG KE (CN)
WANG YAXIN (CN)
GUO JIE (CN)
Application Number:
PCT/CN2023/121388
Publication Date:
February 29, 2024
Filing Date:
September 26, 2023
Export Citation:
Assignee:
UNIV CHANGZHOU (CN)
International Classes:
G06F30/28; G06F30/27; G06Q50/02
Foreign References:
| CN115774966A | 2023-03-10 | |||
| CN102156817A | 2011-08-17 | |||
| CN113239504A | 2021-08-10 | |||
| KR102413399B1 | 2022-06-28 |
Other References:
HUI ZHOU, PENG CHEN: "Oil spill prediction model based on radial basis function network", CHINESE JOURNAL OF ENVIRONMENTAL ENGINEERING., vol. 8, no. 11, 1 November 2014 (2014-11-01), pages 5062 - 5066, XP093142743, DOI: 1673-9108(2014)11-5062-05
李晓涛 (LI, XIAOTAO): "辽东湾低密度冰区溢油的风险评价与风险控制研究 (Study on The Risk Assessment And Risks Control of Spilled Oil in Low-Density Ice Field at Liaodong Bay)", 中国优秀博硕士学位论文全文数据库 (硕士)工程科技II辑 (CHINA DOCTORAL DISSERTATIONS/MASTER'S THESES FULL-TEXT DATABASE (MASTER) ENGINEERING SCIENCE AND TECHNOLOGY II), no. 7, 15 July 2006 (2006-07-15), ISSN: 1671-6779
李晓涛 (LI, XIAOTAO): "辽东湾低密度冰区溢油的风险评价与风险控制研究 (Study on The Risk Assessment And Risks Control of Spilled Oil in Low-Density Ice Field at Liaodong Bay)", 中国优秀博硕士学位论文全文数据库 (硕士)工程科技II辑 (CHINA DOCTORAL DISSERTATIONS/MASTER'S THESES FULL-TEXT DATABASE (MASTER) ENGINEERING SCIENCE AND TECHNOLOGY II), no. 7, 15 July 2006 (2006-07-15), ISSN: 1671-6779
Attorney, Agent or Firm:
CHANGZHOU INNOVATION PATENT AGENCY (CN)
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