CN113158585A - 一种防电弧面料耐电弧性能的预测方法、装置和设备 - Google Patents
一种防电弧面料耐电弧性能的预测方法、装置和设备 Download PDFInfo
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- CN113158585A CN113158585A CN202110574100.5A CN202110574100A CN113158585A CN 113158585 A CN113158585 A CN 113158585A CN 202110574100 A CN202110574100 A CN 202110574100A CN 113158585 A CN113158585 A CN 113158585A
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- 239000004744 fabric Substances 0.000 title claims abstract description 164
- 238000000034 method Methods 0.000 title claims abstract description 30
- 238000010801 machine learning Methods 0.000 claims abstract description 40
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 37
- 239000000463 material Substances 0.000 claims abstract description 35
- 238000012360 testing method Methods 0.000 claims abstract description 30
- 239000004642 Polyimide Substances 0.000 claims description 69
- 229920001721 polyimide Polymers 0.000 claims description 69
- RNFJDJUURJAICM-UHFFFAOYSA-N 2,2,4,4,6,6-hexaphenoxy-1,3,5-triaza-2$l^{5},4$l^{5},6$l^{5}-triphosphacyclohexa-1,3,5-triene Chemical compound N=1P(OC=2C=CC=CC=2)(OC=2C=CC=CC=2)=NP(OC=2C=CC=CC=2)(OC=2C=CC=CC=2)=NP=1(OC=1C=CC=CC=1)OC1=CC=CC=C1 RNFJDJUURJAICM-UHFFFAOYSA-N 0.000 claims description 35
- 229920002821 Modacrylic Polymers 0.000 claims description 35
- 239000003063 flame retardant Substances 0.000 claims description 35
- 229920000297 Rayon Polymers 0.000 claims description 34
- 238000010891 electric arc Methods 0.000 claims description 24
- 239000004760 aramid Substances 0.000 claims description 13
- 229920003235 aromatic polyamide Polymers 0.000 claims description 13
- AYEKOFBPNLCAJY-UHFFFAOYSA-O thiamine pyrophosphate Chemical compound CC1=C(CCOP(O)(=O)OP(O)(O)=O)SC=[N+]1CC1=CN=C(C)N=C1N AYEKOFBPNLCAJY-UHFFFAOYSA-O 0.000 claims description 10
- 239000000835 fiber Substances 0.000 claims description 6
- 238000013528 artificial neural network Methods 0.000 claims description 3
- 239000002131 composite material Substances 0.000 claims description 3
- 238000003066 decision tree Methods 0.000 claims description 3
- 238000013135 deep learning Methods 0.000 claims description 3
- 238000012706 support-vector machine Methods 0.000 claims description 3
- 238000001514 detection method Methods 0.000 description 5
- 238000004590 computer program Methods 0.000 description 3
- 238000010998 test method Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 229920006231 aramid fiber Polymers 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 239000004615 ingredient Substances 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000011056 performance test Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
- 230000001052 transient effect Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
- G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
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- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- General Engineering & Computer Science (AREA)
- Geometry (AREA)
- Computer Hardware Design (AREA)
- Data Mining & Analysis (AREA)
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Abstract
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CN202110574100.5A CN113158585B (zh) | 2021-05-25 | 2021-05-25 | 一种防电弧面料耐电弧性能的预测方法、装置和设备 |
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CN202110574100.5A CN113158585B (zh) | 2021-05-25 | 2021-05-25 | 一种防电弧面料耐电弧性能的预测方法、装置和设备 |
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CN113158585A true CN113158585A (zh) | 2021-07-23 |
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Citations (9)
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---|---|---|---|---|
US20080036472A1 (en) * | 2006-08-14 | 2008-02-14 | Collins Edward R Jr | Impedance-based arc fault determination device (iadd) and method |
EP2177653A1 (en) * | 2008-10-17 | 2010-04-21 | Norafin Industries (Germany) GmbH | An arc flash protection, multiple-use nonwoven fabric structure |
US20170140278A1 (en) * | 2015-11-18 | 2017-05-18 | Ca, Inc. | Using machine learning to predict big data environment performance |
CN109576868A (zh) * | 2018-12-27 | 2019-04-05 | 陕西元丰纺织技术研究有限公司 | 一种防电弧面料及其制备方法 |
JP2020026596A (ja) * | 2018-08-16 | 2020-02-20 | 帝人株式会社 | 布帛および防護製品 |
CN111505496A (zh) * | 2020-05-08 | 2020-08-07 | 西安交通大学 | 一种基于电弧能量的真空断路器电寿命评估方法 |
CN111832182A (zh) * | 2020-07-21 | 2020-10-27 | 南通大学 | 一种腈氯纶防电弧面料防护性能ebt值的评价方法 |
CN112288258A (zh) * | 2020-10-22 | 2021-01-29 | 南通大学 | 一种芳纶粘胶织物电弧防护性能atpv值的评价方法 |
CN112951343A (zh) * | 2021-01-20 | 2021-06-11 | 桂林电子科技大学 | 一种基于机器学习的铁基非晶纳米软磁合金设计方法 |
-
2021
- 2021-05-25 CN CN202110574100.5A patent/CN113158585B/zh active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080036472A1 (en) * | 2006-08-14 | 2008-02-14 | Collins Edward R Jr | Impedance-based arc fault determination device (iadd) and method |
EP2177653A1 (en) * | 2008-10-17 | 2010-04-21 | Norafin Industries (Germany) GmbH | An arc flash protection, multiple-use nonwoven fabric structure |
US20170140278A1 (en) * | 2015-11-18 | 2017-05-18 | Ca, Inc. | Using machine learning to predict big data environment performance |
JP2020026596A (ja) * | 2018-08-16 | 2020-02-20 | 帝人株式会社 | 布帛および防護製品 |
CN109576868A (zh) * | 2018-12-27 | 2019-04-05 | 陕西元丰纺织技术研究有限公司 | 一种防电弧面料及其制备方法 |
CN111505496A (zh) * | 2020-05-08 | 2020-08-07 | 西安交通大学 | 一种基于电弧能量的真空断路器电寿命评估方法 |
CN111832182A (zh) * | 2020-07-21 | 2020-10-27 | 南通大学 | 一种腈氯纶防电弧面料防护性能ebt值的评价方法 |
CN112288258A (zh) * | 2020-10-22 | 2021-01-29 | 南通大学 | 一种芳纶粘胶织物电弧防护性能atpv值的评价方法 |
CN112951343A (zh) * | 2021-01-20 | 2021-06-11 | 桂林电子科技大学 | 一种基于机器学习的铁基非晶纳米软磁合金设计方法 |
Non-Patent Citations (3)
Title |
---|
MARCIO BOTTARO 等: "Uncertainties in the heat energy calculation process and influences on determination of arc thermal performance value (ATPV) of heat- and flameresistant materials tests", MEASUREMENT, pages 275 - 284 * |
薛颖 等: "电力行业个体安全防护现状与发展趋势", 棉纺织技术, vol. 47, no. 9, pages 74 - 78 * |
高峰 等: "机织物数据库及工艺计算软件设计研究", 安徽工程大学学报, vol. 32, no. 1, pages 5 - 9 * |
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