IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v209y2020ics0360544220314699.html
   My bibliography  Save this article

Safety probability based multi-objective optimization of energy-harvesting suspension system

Author

Listed:
  • Li, Shiying
  • Xu, Jun
  • Gao, Haonan
  • Tao, Tao
  • Mei, Xuesong

Abstract

An energy-harvesting suspension system of a vehile can improve both the ride comfort and fuel efficiency. However, such a suspension design is a multi-parameter and multi-objective optimization problem. To solve this problem, the sensitivities of performance criteria to the parameters of an energy-harvesting suspension are studied firstly, with analytical solutions and numerical solutions of the root mean squares of the design criteria. To get a trade-off between the conflicting performance indexes of the suspension, a non-dimensional mixed index based on safety probability is proposed to evaluate the performance, where the ride comfort probability and handling stability probability are adopted to unify the dimensions. On this basis, the genetic algorithm is adopted to solve the multi-parameter optimization problem. Numerical analysis and experiments are conducted to verify the performance of the optimized energy-harvesting suspension system. Results show that ride comfort and handling stability are two conflicting performance indexes, and only a Pareto optimal result can be obtained by multi-objective optimization algorithm. With the proposed mixed index of suspension as the optimal object, the ride comfort can be improved significantly, while the handling stability is ensured. Additionally, for a given energy-harvesting suspension, by merely optimizing the damping coefficient, the suspension performance can be improved with variations of road conditions, which illustrates the potential good performance of the energy-harvesting suspension.

Suggested Citation

  • Li, Shiying & Xu, Jun & Gao, Haonan & Tao, Tao & Mei, Xuesong, 2020. "Safety probability based multi-objective optimization of energy-harvesting suspension system," Energy, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:energy:v:209:y:2020:i:c:s0360544220314699
    DOI: 10.1016/j.energy.2020.118362
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220314699
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2020.118362?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pinto, Cláudio & Barreras, Jorge V. & de Castro, Ricardo & Araújo, Rui Esteves & Schaltz, Erik, 2017. "Study on the combined influence of battery models and sizing strategy for hybrid and battery-based electric vehicles," Energy, Elsevier, vol. 137(C), pages 272-284.
    2. Xiao Wang & Jun Xu & Yunfei Zhao, 2018. "Wavelet Based Denoising for the Estimation of the State of Charge for Lithium-Ion Batteries," Energies, MDPI, vol. 11(5), pages 1-13, May.
    3. Zhang, Zutao & Zhang, Xingtian & Chen, Weiwu & Rasim, Yagubov & Salman, Waleed & Pan, Hongye & Yuan, Yanping & Wang, Chunbai, 2016. "A high-efficiency energy regenerative shock absorber using supercapacitors for renewable energy applications in range extended electric vehicle," Applied Energy, Elsevier, vol. 178(C), pages 177-188.
    4. Lei, Fei & Bai, Yingchun & Zhu, Wenhao & Liu, Jinhong, 2019. "A novel approach for electric powertrain optimization considering vehicle power performance, energy consumption and ride comfort," Energy, Elsevier, vol. 167(C), pages 1040-1050.
    5. Pan, Yu & Lin, Teng & Qian, Feng & Liu, Cheng & Yu, Jie & Zuo, Jianyong & Zuo, Lei, 2019. "Modeling and field-test of a compact electromagnetic energy harvester for railroad transportation," Applied Energy, Elsevier, vol. 247(C), pages 309-321.
    6. Salman, Waleed & Qi, Lingfei & Zhu, Xin & Pan, Hongye & Zhang, Xingtian & Bano, Shehar & Zhang, Zutao & Yuan, Yanping, 2018. "A high-efficiency energy regenerative shock absorber using helical gears for powering low-wattage electrical device of electric vehicles," Energy, Elsevier, vol. 159(C), pages 361-372.
    7. Li, Shiying & Xu, Jun & Pu, Xiaohui & Tao, Tao & Gao, Haonan & Mei, Xuesong, 2019. "Energy-harvesting variable/constant damping suspension system with motor based electromagnetic damper," Energy, Elsevier, vol. 189(C).
    8. Zhang, Yuxin & Guo, Konghui & Wang, Dai & Chen, Chao & Li, Xuefei, 2017. "Energy conversion mechanism and regenerative potential of vehicle suspensions," Energy, Elsevier, vol. 119(C), pages 961-970.
    9. Zhang, Yuxin & Chen, Hong & Guo, Konghui & Zhang, Xinjie & Eben Li, Shengbo, 2017. "Electro-hydraulic damper for energy harvesting suspension: Modeling, prototyping and experimental validation," Applied Energy, Elsevier, vol. 199(C), pages 1-12.
    10. Altan, Aytaç & Karasu, Seçkin & Bekiros, Stelios, 2019. "Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques," Chaos, Solitons & Fractals, Elsevier, vol. 126(C), pages 325-336.
    11. Pan, Yu & Liu, Fengwei & Jiang, Ruijin & Tu, Zhiwen & Zuo, Lei, 2019. "Modeling and onboard test of an electromagnetic energy harvester for railway cars," Applied Energy, Elsevier, vol. 250(C), pages 568-581.
    12. Wei, Chongfeng & Taghavifar, Hamid, 2017. "A novel approach to energy harvesting from vehicle suspension system: Half-vehicle model," Energy, Elsevier, vol. 134(C), pages 279-288.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Abdelkareem, Mohamed A.A. & Zhang, Ran & Jing, Xingjian & Wang, Xu & Ali, Mohamed Kamal Ahmed, 2022. "Characterization and implementation of a double-sided arm-toothed indirect-drive rotary electromagnetic energy-harvesting shock absorber in a full semi-trailer truck suspension platform," Energy, Elsevier, vol. 239(PA).
    2. Zhanghao Qu & Peng Zhang & Yaohua Hu & Huanbo Yang & Taifeng Guo & Kaili Zhang & Junchang Zhang, 2023. "Optimal Design of Agricultural Mobile Robot Suspension System Based on NSGA-III and TOPSIS," Agriculture, MDPI, vol. 13(1), pages 1-20, January.
    3. Chen, Guanpeng & Jiang, Yue & Tang, Yuanjiang & Xu, Xiaojun, 2023. "Pitch stability control of variable wheelbase 6WID unmanned ground vehicle considering tire slip energy loss and energy-saving suspension control," Energy, Elsevier, vol. 264(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhou, Ran & Yan, Mingyin & Sun, Feng & Jin, Junjie & Li, Qiang & Xu, Fangchao & Zhang, Ming & Zhang, Xiaoyou & Nakano, Kimihiko, 2022. "Experimental validations of a magnetic energy-harvesting suspension and its potential application for self-powered sensing," Energy, Elsevier, vol. 239(PC).
    2. Xueying Lv & Yanju Ji & Huanyu Zhao & Jiabao Zhang & Guanyu Zhang & Liu Zhang, 2020. "Research Review of a Vehicle Energy-Regenerative Suspension System," Energies, MDPI, vol. 13(2), pages 1-14, January.
    3. Abdelkareem, Mohamed A.A. & Xu, Lin & Ali, Mohamed Kamal Ahmed & El-Daly, Abdel-Rahman B.M. & Hassan, Mohamed A. & Elagouz, Ahmed & Bo, Yang, 2019. "Analysis of the prospective vibrational energy harvesting of heavy-duty truck suspensions: A simulation approach," Energy, Elsevier, vol. 173(C), pages 332-351.
    4. Zuo, Jianyong & Dong, Liwei & Yang, Fan & Guo, Ziheng & Wang, Tianpeng & Zuo, Lei, 2023. "Energy harvesting solutions for railway transportation: A comprehensive review," Renewable Energy, Elsevier, vol. 202(C), pages 56-87.
    5. Pan, Hongye & Qi, Lingfei & Zhang, Zutao & Yan, Jinyue, 2021. "Kinetic energy harvesting technologies for applications in land transportation: A comprehensive review," Applied Energy, Elsevier, vol. 286(C).
    6. Abdelkareem, Mohamed A.A. & Xu, Lin & Ali, Mohamed Kamal Ahmed & Elagouz, Ahmed & Mi, Jia & Guo, Sijing & Liu, Yilun & Zuo, Lei, 2018. "Vibration energy harvesting in automotive suspension system: A detailed review," Applied Energy, Elsevier, vol. 229(C), pages 672-699.
    7. Li, Shiying & Xu, Jun & Pu, Xiaohui & Tao, Tao & Gao, Haonan & Mei, Xuesong, 2019. "Energy-harvesting variable/constant damping suspension system with motor based electromagnetic damper," Energy, Elsevier, vol. 189(C).
    8. Azam, Ali & Ahmed, Ammar & Kamran, Muhammad Sajid & Hai, Li & Zhang, Zutao & Ali, Asif, 2021. "Knowledge structuring for enhancing mechanical energy harvesting (MEH): An in-depth review from 2000 to 2020 using CiteSpace," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    9. Qi, Lingfei & Song, Juhuang & Wang, Yuan & Yi, Minyi & Zhang, Zutao & Yan, Jinyue, 2024. "Mechanical motion rectification-based electromagnetic vibration energy harvesting technology: A review," Energy, Elsevier, vol. 289(C).
    10. Zhang, Tingsheng & Kong, Lingji & Zhu, Zhongyin & Wu, Xiaoping & Li, Hai & Zhang, Zutao & Yan, Jinyue, 2024. "An electromagnetic vibration energy harvesting system based on series coupling input mechanism for freight railroads," Applied Energy, Elsevier, vol. 353(PA).
    11. Cai, Qinlin & Zhu, Songye, 2022. "The nexus between vibration-based energy harvesting and structural vibration control: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 155(C).
    12. Lingbo Li & Guoliang Hu & Lifan Yu & Haonan Qi, 2021. "Development and Performance Analysis of a New Self-Powered Magnetorheological Damper with Energy-Harvesting Capability," Energies, MDPI, vol. 14(19), pages 1-22, September.
    13. Abdelkareem, Mohamed A.A. & Zhang, Ran & Jing, Xingjian & Wang, Xu & Ali, Mohamed Kamal Ahmed, 2022. "Characterization and implementation of a double-sided arm-toothed indirect-drive rotary electromagnetic energy-harvesting shock absorber in a full semi-trailer truck suspension platform," Energy, Elsevier, vol. 239(PA).
    14. Lafarge, Barbara & Grondel, Sébastien & Delebarre, Christophe & Curea, Octavian & Richard, Claude, 2021. "Linear electromagnetic energy harvester system embedded on a vehicle suspension: From modeling to performance analysis," Energy, Elsevier, vol. 225(C).
    15. Carlos Gijón-Rivera & José Luis Olazagoitia, 2020. "Methodology for Comprehensive Comparison of Energy Harvesting Shock Absorber Systems," Energies, MDPI, vol. 13(22), pages 1-25, November.
    16. Li, Hai & Zheng, Peng & Zhang, Tingsheng & Zou, Yingquan & Pan, Yajia & Zhang, Zutao & Azam, Ali, 2021. "A high-efficiency energy regenerative shock absorber for powering auxiliary devices of new energy driverless buses," Applied Energy, Elsevier, vol. 295(C).
    17. Sathishkumar, P. & Wang, Ruochen & Yang, Lin & Thiyagarajan, J., 2021. "Energy harvesting approach to utilize the dissipated energy during hydraulic active suspension operation with comfort oriented control scheme," Energy, Elsevier, vol. 224(C).
    18. Gao, Mingyuan & Cong, Jianli & Xiao, Jieling & He, Qing & Li, Shoutai & Wang, Yuan & Yao, Ye & Chen, Rong & Wang, Ping, 2020. "Dynamic modeling and experimental investigation of self-powered sensor nodes for freight rail transport," Applied Energy, Elsevier, vol. 257(C).
    19. Zhou, Xu & Wang, Kangda & Li, Siyu & Wang, Yadong & Sun, Daoyu & Wang, Longlong & He, Zhizhu & Tang, Wei & Liu, Huicong & Jin, Xiaoping & Li, Zhen, 2024. "An ultra-compact lightweight electromagnetic generator enhanced with Halbach magnet array and printed triphase windings," Applied Energy, Elsevier, vol. 353(PA).
    20. Chen, Shi-An & Jiang, Xu-Dong & Yao, Ming & Jiang, Shun-Ming & Chen, Jinzhou & Wang, Ya-Xiong, 2020. "A dual vibration reduction structure-based self-powered active suspension system with PMSM-ball screw actuator via an improved H2/H∞ control," Energy, Elsevier, vol. 201(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:209:y:2020:i:c:s0360544220314699. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.