Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology

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Izvoz citacije: ABNT
WANG, Jixin ;ZHAI, Xinting ;LIU, Cheng ;ZHANG, Yingshuang .
Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology. 
Strojniški vestnik - Journal of Mechanical Engineering, [S.l.], v. 63, n.3, p. 201-211, june 2018. 
ISSN 0039-2480.
Available at: <https://www.sv-jme.eu/sl/article/determination-of-the-threshold-for-extreme-load-extrapolation-based-on-multi-criteria-decision-making-technology/>. Date accessed: 04 dec. 2021. 
doi:http://dx.doi.org/10.5545/sv-jme.2016.3557.
Wang, J., Zhai, X., Liu, C., & Zhang, Y.
(2017).
Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology.
Strojniški vestnik - Journal of Mechanical Engineering, 63(3), 201-211.
doi:http://dx.doi.org/10.5545/sv-jme.2016.3557
@article{sv-jmesv-jme.2016.3557,
	author = {Jixin  Wang and Xinting  Zhai and Cheng  Liu and Yingshuang  Zhang},
	title = {Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {63},
	number = {3},
	year = {2017},
	keywords = {},
	abstract = {The peak over threshold (POT) model is commonly used in extreme load extrapolation. Due to the important role that the threshold plays in establishing a POT model, a method to select the suitable threshold is designed based on multi-criteria decision-making (MCDM) technology. The mean deviation in probability distribution function, Kolmogorov-Smirnov test, and Chi-Square test are employed as the test criteria. An entropy method is applied to obtain the weight values of these tests. The VIKOR method is adopted to obtain compromise solutions according to the corresponding criteria and weight values. The POT requirement is used to determine a suitable threshold. The effectiveness and feasibility of this method are validated by the load time history measured in experiment and generated by simulation. A comparative analysis between this method and two other common methods is also conducted. The proposed method based on MCDM shows better performance.},
	issn = {0039-2480},	pages = {201-211},	doi = {10.5545/sv-jme.2016.3557},
	url = {https://www.sv-jme.eu/sl/article/determination-of-the-threshold-for-extreme-load-extrapolation-based-on-multi-criteria-decision-making-technology/}
}
Wang, J.,Zhai, X.,Liu, C.,Zhang, Y.
2017 June 63. Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology. Strojniški vestnik - Journal of Mechanical Engineering. [Online] 63:3
%A Wang, Jixin 
%A Zhai, Xinting 
%A Liu, Cheng 
%A Zhang, Yingshuang 
%D 2017
%T Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology
%B 2017
%9 
%! Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology
%K 
%X The peak over threshold (POT) model is commonly used in extreme load extrapolation. Due to the important role that the threshold plays in establishing a POT model, a method to select the suitable threshold is designed based on multi-criteria decision-making (MCDM) technology. The mean deviation in probability distribution function, Kolmogorov-Smirnov test, and Chi-Square test are employed as the test criteria. An entropy method is applied to obtain the weight values of these tests. The VIKOR method is adopted to obtain compromise solutions according to the corresponding criteria and weight values. The POT requirement is used to determine a suitable threshold. The effectiveness and feasibility of this method are validated by the load time history measured in experiment and generated by simulation. A comparative analysis between this method and two other common methods is also conducted. The proposed method based on MCDM shows better performance.
%U https://www.sv-jme.eu/sl/article/determination-of-the-threshold-for-extreme-load-extrapolation-based-on-multi-criteria-decision-making-technology/
%0 Journal Article
%R 10.5545/sv-jme.2016.3557
%& 201
%P 11
%J Strojniški vestnik - Journal of Mechanical Engineering
%V 63
%N 3
%@ 0039-2480
%8 2018-06-27
%7 2018-06-27
Wang, Jixin, Xinting  Zhai, Cheng  Liu, & Yingshuang  Zhang.
"Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology." Strojniški vestnik - Journal of Mechanical Engineering [Online], 63.3 (2017): 201-211. Web.  04 Dec. 2021
TY  - JOUR
AU  - Wang, Jixin 
AU  - Zhai, Xinting 
AU  - Liu, Cheng 
AU  - Zhang, Yingshuang 
PY  - 2017
TI  - Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology
JF  - Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2016.3557
KW  - 
N2  - The peak over threshold (POT) model is commonly used in extreme load extrapolation. Due to the important role that the threshold plays in establishing a POT model, a method to select the suitable threshold is designed based on multi-criteria decision-making (MCDM) technology. The mean deviation in probability distribution function, Kolmogorov-Smirnov test, and Chi-Square test are employed as the test criteria. An entropy method is applied to obtain the weight values of these tests. The VIKOR method is adopted to obtain compromise solutions according to the corresponding criteria and weight values. The POT requirement is used to determine a suitable threshold. The effectiveness and feasibility of this method are validated by the load time history measured in experiment and generated by simulation. A comparative analysis between this method and two other common methods is also conducted. The proposed method based on MCDM shows better performance.
UR  - https://www.sv-jme.eu/sl/article/determination-of-the-threshold-for-extreme-load-extrapolation-based-on-multi-criteria-decision-making-technology/
@article{{sv-jme}{sv-jme.2016.3557},
	author = {Wang, J., Zhai, X., Liu, C., Zhang, Y.},
	title = {Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {63},
	number = {3},
	year = {2017},
	doi = {10.5545/sv-jme.2016.3557},
	url = {https://www.sv-jme.eu/sl/article/determination-of-the-threshold-for-extreme-load-extrapolation-based-on-multi-criteria-decision-making-technology/}
}
TY  - JOUR
AU  - Wang, Jixin 
AU  - Zhai, Xinting 
AU  - Liu, Cheng 
AU  - Zhang, Yingshuang 
PY  - 2018/06/27
TI  - Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology
JF  - Strojniški vestnik - Journal of Mechanical Engineering; Vol 63, No 3 (2017): Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2016.3557
KW  - 
N2  - The peak over threshold (POT) model is commonly used in extreme load extrapolation. Due to the important role that the threshold plays in establishing a POT model, a method to select the suitable threshold is designed based on multi-criteria decision-making (MCDM) technology. The mean deviation in probability distribution function, Kolmogorov-Smirnov test, and Chi-Square test are employed as the test criteria. An entropy method is applied to obtain the weight values of these tests. The VIKOR method is adopted to obtain compromise solutions according to the corresponding criteria and weight values. The POT requirement is used to determine a suitable threshold. The effectiveness and feasibility of this method are validated by the load time history measured in experiment and generated by simulation. A comparative analysis between this method and two other common methods is also conducted. The proposed method based on MCDM shows better performance.
UR  - https://www.sv-jme.eu/sl/article/determination-of-the-threshold-for-extreme-load-extrapolation-based-on-multi-criteria-decision-making-technology/
Wang, Jixin, Zhai, Xinting, Liu, Cheng, AND Zhang, Yingshuang.
"Determination of the Threshold for Extreme Load Extrapolation Based on Multi-Criteria Decision-Making Technology" Strojniški vestnik - Journal of Mechanical Engineering [Online], Volume 63 Number 3 (27 June 2018)

Avtorji

Inštitucije

  • Jilin University, School of Mechanical Science and Engineering, China 1

Informacije o papirju

Strojniški vestnik - Journal of Mechanical Engineering 63(2017)3, 201-211

https://doi.org/10.5545/sv-jme.2016.3557

The peak over threshold (POT) model is commonly used in extreme load extrapolation. Due to the important role that the threshold plays in establishing a POT model, a method to select the suitable threshold is designed based on multi-criteria decision-making (MCDM) technology. The mean deviation in probability distribution function, Kolmogorov-Smirnov test, and Chi-Square test are employed as the test criteria. An entropy method is applied to obtain the weight values of these tests. The VIKOR method is adopted to obtain compromise solutions according to the corresponding criteria and weight values. The POT requirement is used to determine a suitable threshold. The effectiveness and feasibility of this method are validated by the load time history measured in experiment and generated by simulation. A comparative analysis between this method and two other common methods is also conducted. The proposed method based on MCDM shows better performance.