A Review of the Extrapolation Method in Load Spectrum Compiling

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WANG, Jixin ;CHEN, Hongbin ;LI, Yan ;WU, Yuqian ;ZHANG, Yingshuang .
A Review of the Extrapolation Method  in Load Spectrum Compiling. 
Strojniški vestnik - Journal of Mechanical Engineering, [S.l.], v. 62, n.1, p. 60-75, june 2018. 
ISSN 0039-2480.
Available at: <https://www.sv-jme.eu/article/a-review-of-the-extrapolation-method-in-load-spectrum-compiling/>. Date accessed: 19 sep. 2021. 
doi:http://dx.doi.org/10.5545/sv-jme.2015.2905.
Wang, J., Chen, H., Li, Y., Wu, Y., & Zhang, Y.
(2016).
A Review of the Extrapolation Method  in Load Spectrum Compiling.
Strojniški vestnik - Journal of Mechanical Engineering, 62(1), 60-75.
doi:http://dx.doi.org/10.5545/sv-jme.2015.2905
@article{sv-jmesv-jme.2015.2905,
	author = {Jixin  Wang and Hongbin  Chen and Yan  Li and Yuqian  Wu and Yingshuang  Zhang},
	title = {A Review of the Extrapolation Method  in Load Spectrum Compiling},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {62},
	number = {1},
	year = {2016},
	keywords = {short-term load spectrum; long-term load spectrum; load extrapolation; parametric extrapolation; nonparametric extrapolation; quantile extrapolation},
	abstract = {Load spectrum is the basis of fatigue analysis and life prediction in engineering, and load extrapolation is an essential procedure in determining a long-term load spectrum from a short-term one. Selecting a proper extrapolation method is of great significance when considering various forms and characteristics of load. Over the past few decades, several load extrapolation methods have been proposed, therefore the reasonability and accuracy of a load spectrum extrapolated using different methods should be of great concern. This paper conducts a literature review of commonly used extrapolation methods and proposes some future areas of research. The critical factors, the advantages and disadvantages, and the application ranges of extrapolation methods are summarized using literature and illustrations to provide guidance when selecting a method. In the future, more methods and applications of extrapolation methods will be able to be explored with the further development of statistics and computer software technology.},
	issn = {0039-2480},	pages = {60-75},	doi = {10.5545/sv-jme.2015.2905},
	url = {https://www.sv-jme.eu/article/a-review-of-the-extrapolation-method-in-load-spectrum-compiling/}
}
Wang, J.,Chen, H.,Li, Y.,Wu, Y.,Zhang, Y.
2016 June 62. A Review of the Extrapolation Method  in Load Spectrum Compiling. Strojniški vestnik - Journal of Mechanical Engineering. [Online] 62:1
%A Wang, Jixin 
%A Chen, Hongbin 
%A Li, Yan 
%A Wu, Yuqian 
%A Zhang, Yingshuang 
%D 2016
%T A Review of the Extrapolation Method  in Load Spectrum Compiling
%B 2016
%9 short-term load spectrum; long-term load spectrum; load extrapolation; parametric extrapolation; nonparametric extrapolation; quantile extrapolation
%! A Review of the Extrapolation Method  in Load Spectrum Compiling
%K short-term load spectrum; long-term load spectrum; load extrapolation; parametric extrapolation; nonparametric extrapolation; quantile extrapolation
%X Load spectrum is the basis of fatigue analysis and life prediction in engineering, and load extrapolation is an essential procedure in determining a long-term load spectrum from a short-term one. Selecting a proper extrapolation method is of great significance when considering various forms and characteristics of load. Over the past few decades, several load extrapolation methods have been proposed, therefore the reasonability and accuracy of a load spectrum extrapolated using different methods should be of great concern. This paper conducts a literature review of commonly used extrapolation methods and proposes some future areas of research. The critical factors, the advantages and disadvantages, and the application ranges of extrapolation methods are summarized using literature and illustrations to provide guidance when selecting a method. In the future, more methods and applications of extrapolation methods will be able to be explored with the further development of statistics and computer software technology.
%U https://www.sv-jme.eu/article/a-review-of-the-extrapolation-method-in-load-spectrum-compiling/
%0 Journal Article
%R 10.5545/sv-jme.2015.2905
%& 60
%P 16
%J Strojniški vestnik - Journal of Mechanical Engineering
%V 62
%N 1
%@ 0039-2480
%8 2018-06-27
%7 2018-06-27
Wang, Jixin, Hongbin  Chen, Yan  Li, Yuqian  Wu, & Yingshuang  Zhang.
"A Review of the Extrapolation Method  in Load Spectrum Compiling." Strojniški vestnik - Journal of Mechanical Engineering [Online], 62.1 (2016): 60-75. Web.  19 Sep. 2021
TY  - JOUR
AU  - Wang, Jixin 
AU  - Chen, Hongbin 
AU  - Li, Yan 
AU  - Wu, Yuqian 
AU  - Zhang, Yingshuang 
PY  - 2016
TI  - A Review of the Extrapolation Method  in Load Spectrum Compiling
JF  - Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2015.2905
KW  - short-term load spectrum; long-term load spectrum; load extrapolation; parametric extrapolation; nonparametric extrapolation; quantile extrapolation
N2  - Load spectrum is the basis of fatigue analysis and life prediction in engineering, and load extrapolation is an essential procedure in determining a long-term load spectrum from a short-term one. Selecting a proper extrapolation method is of great significance when considering various forms and characteristics of load. Over the past few decades, several load extrapolation methods have been proposed, therefore the reasonability and accuracy of a load spectrum extrapolated using different methods should be of great concern. This paper conducts a literature review of commonly used extrapolation methods and proposes some future areas of research. The critical factors, the advantages and disadvantages, and the application ranges of extrapolation methods are summarized using literature and illustrations to provide guidance when selecting a method. In the future, more methods and applications of extrapolation methods will be able to be explored with the further development of statistics and computer software technology.
UR  - https://www.sv-jme.eu/article/a-review-of-the-extrapolation-method-in-load-spectrum-compiling/
@article{{sv-jme}{sv-jme.2015.2905},
	author = {Wang, J., Chen, H., Li, Y., Wu, Y., Zhang, Y.},
	title = {A Review of the Extrapolation Method  in Load Spectrum Compiling},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {62},
	number = {1},
	year = {2016},
	doi = {10.5545/sv-jme.2015.2905},
	url = {https://www.sv-jme.eu/article/a-review-of-the-extrapolation-method-in-load-spectrum-compiling/}
}
TY  - JOUR
AU  - Wang, Jixin 
AU  - Chen, Hongbin 
AU  - Li, Yan 
AU  - Wu, Yuqian 
AU  - Zhang, Yingshuang 
PY  - 2018/06/27
TI  - A Review of the Extrapolation Method  in Load Spectrum Compiling
JF  - Strojniški vestnik - Journal of Mechanical Engineering; Vol 62, No 1 (2016): Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2015.2905
KW  - short-term load spectrum, long-term load spectrum, load extrapolation, parametric extrapolation, nonparametric extrapolation, quantile extrapolation
N2  - Load spectrum is the basis of fatigue analysis and life prediction in engineering, and load extrapolation is an essential procedure in determining a long-term load spectrum from a short-term one. Selecting a proper extrapolation method is of great significance when considering various forms and characteristics of load. Over the past few decades, several load extrapolation methods have been proposed, therefore the reasonability and accuracy of a load spectrum extrapolated using different methods should be of great concern. This paper conducts a literature review of commonly used extrapolation methods and proposes some future areas of research. The critical factors, the advantages and disadvantages, and the application ranges of extrapolation methods are summarized using literature and illustrations to provide guidance when selecting a method. In the future, more methods and applications of extrapolation methods will be able to be explored with the further development of statistics and computer software technology.
UR  - https://www.sv-jme.eu/article/a-review-of-the-extrapolation-method-in-load-spectrum-compiling/
Wang, Jixin, Chen, Hongbin, Li, Yan, Wu, Yuqian, AND Zhang, Yingshuang.
"A Review of the Extrapolation Method  in Load Spectrum Compiling" Strojniški vestnik - Journal of Mechanical Engineering [Online], Volume 62 Number 1 (27 June 2018)

Authors

Affiliations

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

Paper's information

Strojniški vestnik - Journal of Mechanical Engineering 62(2016)1, 60-75

https://doi.org/10.5545/sv-jme.2015.2905

Load spectrum is the basis of fatigue analysis and life prediction in engineering, and load extrapolation is an essential procedure in determining a long-term load spectrum from a short-term one. Selecting a proper extrapolation method is of great significance when considering various forms and characteristics of load. Over the past few decades, several load extrapolation methods have been proposed, therefore the reasonability and accuracy of a load spectrum extrapolated using different methods should be of great concern. This paper conducts a literature review of commonly used extrapolation methods and proposes some future areas of research. The critical factors, the advantages and disadvantages, and the application ranges of extrapolation methods are summarized using literature and illustrations to provide guidance when selecting a method. In the future, more methods and applications of extrapolation methods will be able to be explored with the further development of statistics and computer software technology.

short-term load spectrum; long-term load spectrum; load extrapolation; parametric extrapolation; nonparametric extrapolation; quantile extrapolation