A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization

Qihai Liang; Haiping Dong; Xiaojian Yi; Bin Qin; Xiaoyu Yang

doi:10.1109/ICRMS.2016.8050064

A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization

Qihai Liang, Haiping Dong, Xiaojian Yi, Bin Qin, Xiaoyu Yang

School of Mechatronical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

A reliability optimization allocation method for multifunctional systems using Hybrid Particle Swarm Optimization (HPSO) is proposed in this paper. First, researchers established a mathematical model for system reliability optimization allocation with the constraints of multi-function failure rates. Then, the HPSO was used to solve the optimization allocation model for multifunctional systems. Finally, researchers used an integrated transmission device with five functions as an example. They allocated reliability indexes of five functions by the method proposed in this paper. The result was compared with the results of basic Particle Swarm Optimization (PSO) and the result of Genetic Algorithm (GA). This comparison showed that the method proposed in this paper has a more powerful search capability, higher solving precision, fewer required parameters, better engineering adaptability and operability, and provides a new method of reliability allocation for complex systems with multiple functions.

Original language	English
Title of host publication	Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety
Subtitle of host publication	Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016
Editors	Wenhua Chen
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509027149
DOIs	https://doi.org/10.1109/ICRMS.2016.8050064
Publication status	Published - 25 Sept 2017
Event	11th International Conference on Reliability, Maintainability and Safety, ICRMS 2016 - Hangzhou, China Duration: 26 Oct 2016 → 28 Oct 2016

Publication series

Name	Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016

Conference

Conference	11th International Conference on Reliability, Maintainability and Safety, ICRMS 2016
Country/Territory	China
City	Hangzhou
Period	26/10/16 → 28/10/16

Keywords

Hybrid Particle Swarm Optimization
Multifunctional systems
Optimization allocation
Reliability

Access to Document

10.1109/ICRMS.2016.8050064

Cite this

Liang, Q., Dong, H., Yi, X., Qin, B., & Yang, X. (2017). A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization. In W. Chen (Ed.), Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016 Article 8050064 (Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICRMS.2016.8050064

Liang, Qihai ; Dong, Haiping ; Yi, Xiaojian et al. / A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization. Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016. editor / Wenhua Chen. Institute of Electrical and Electronics Engineers Inc., 2017. (Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016).

@inproceedings{7e2f9c0216fd4d05910b9420fb76bc2e,

title = "A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization",

abstract = "A reliability optimization allocation method for multifunctional systems using Hybrid Particle Swarm Optimization (HPSO) is proposed in this paper. First, researchers established a mathematical model for system reliability optimization allocation with the constraints of multi-function failure rates. Then, the HPSO was used to solve the optimization allocation model for multifunctional systems. Finally, researchers used an integrated transmission device with five functions as an example. They allocated reliability indexes of five functions by the method proposed in this paper. The result was compared with the results of basic Particle Swarm Optimization (PSO) and the result of Genetic Algorithm (GA). This comparison showed that the method proposed in this paper has a more powerful search capability, higher solving precision, fewer required parameters, better engineering adaptability and operability, and provides a new method of reliability allocation for complex systems with multiple functions.",

keywords = "Hybrid Particle Swarm Optimization, Multifunctional systems, Optimization allocation, Reliability",

author = "Qihai Liang and Haiping Dong and Xiaojian Yi and Bin Qin and Xiaoyu Yang",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 11th International Conference on Reliability, Maintainability and Safety, ICRMS 2016 ; Conference date: 26-10-2016 Through 28-10-2016",

year = "2017",

month = sep,

day = "25",

doi = "10.1109/ICRMS.2016.8050064",

language = "English",

series = "Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Wenhua Chen",

booktitle = "Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety",

address = "United States",

}

Liang, Q, Dong, H , Yi, X, Qin, B & Yang, X 2017, A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization. in W Chen (ed.), Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016., 8050064, Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016, Institute of Electrical and Electronics Engineers Inc., 11th International Conference on Reliability, Maintainability and Safety, ICRMS 2016, Hangzhou, China, 26/10/16. https://doi.org/10.1109/ICRMS.2016.8050064

A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization. / Liang, Qihai; Dong, Haiping ; Yi, Xiaojian et al.
Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016. ed. / Wenhua Chen. Institute of Electrical and Electronics Engineers Inc., 2017. 8050064 (Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization

AU - Liang, Qihai

AU - Dong, Haiping

AU - Yi, Xiaojian

AU - Qin, Bin

AU - Yang, Xiaoyu

PY - 2017/9/25

Y1 - 2017/9/25

N2 - A reliability optimization allocation method for multifunctional systems using Hybrid Particle Swarm Optimization (HPSO) is proposed in this paper. First, researchers established a mathematical model for system reliability optimization allocation with the constraints of multi-function failure rates. Then, the HPSO was used to solve the optimization allocation model for multifunctional systems. Finally, researchers used an integrated transmission device with five functions as an example. They allocated reliability indexes of five functions by the method proposed in this paper. The result was compared with the results of basic Particle Swarm Optimization (PSO) and the result of Genetic Algorithm (GA). This comparison showed that the method proposed in this paper has a more powerful search capability, higher solving precision, fewer required parameters, better engineering adaptability and operability, and provides a new method of reliability allocation for complex systems with multiple functions.

AB - A reliability optimization allocation method for multifunctional systems using Hybrid Particle Swarm Optimization (HPSO) is proposed in this paper. First, researchers established a mathematical model for system reliability optimization allocation with the constraints of multi-function failure rates. Then, the HPSO was used to solve the optimization allocation model for multifunctional systems. Finally, researchers used an integrated transmission device with five functions as an example. They allocated reliability indexes of five functions by the method proposed in this paper. The result was compared with the results of basic Particle Swarm Optimization (PSO) and the result of Genetic Algorithm (GA). This comparison showed that the method proposed in this paper has a more powerful search capability, higher solving precision, fewer required parameters, better engineering adaptability and operability, and provides a new method of reliability allocation for complex systems with multiple functions.

KW - Hybrid Particle Swarm Optimization

KW - Multifunctional systems

KW - Optimization allocation

KW - Reliability

UR - http://www.scopus.com/inward/record.url?scp=85032585704&partnerID=8YFLogxK

U2 - 10.1109/ICRMS.2016.8050064

DO - 10.1109/ICRMS.2016.8050064

M3 - Conference contribution

AN - SCOPUS:85032585704

T3 - Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016

BT - Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety

A2 - Chen, Wenhua

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 11th International Conference on Reliability, Maintainability and Safety, ICRMS 2016

Y2 - 26 October 2016 through 28 October 2016

ER -

Liang Q, Dong H , Yi X, Qin B, Yang X. A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization. In Chen W, editor, Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016. Institute of Electrical and Electronics Engineers Inc. 2017. 8050064. (Proceedings of 2016 11th International Conference on Reliability, Maintainability and Safety: Integrating Big Data, Improving Reliability and Serving Personalization, ICRMS 2016). doi: 10.1109/ICRMS.2016.8050064

A reliability optimization allocation method for multifunctional systems using new hybrid particle swarm optimization

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this