Autors: Marinov, M. B., Dimitrov, D. M., Ganev, B. T., Todorov, G. D., Ivanov, I. V. Title: Experimental Set-up for Sensors Selection for Early Fault Detection in Innovative Modular Li-Ion Battery Systems Related to HELIOS H2020 Project Keywords: Battery characterization; BMS; fault diagnosis; gas analysisAbstract: Lithium-ion batteries have already become a mainstream energy storage solution for many applications, especially for hybrid and electric vehicles (EV). Various malfunctions in the lithium-ion battery system (LIBS) can cause serious safety problems and significant performance determination. For the safe and efficient operation of LIBS, the development of advanced fault diagnosis technologies is becoming increasingly important. This paper presents an experimental setup for the acquisition of lithium-ion battery condition data. Different approaches for the early diagnosis and prediction of various LIBS faults are investigated. This will allows for investigation of the feasibility of using diverse types of gas sensors in large lithium-ion battery systems in addition to conventionally used battery monitoring tools. References - Jiang, J., Cong, X., Li, S., Zhang, C., Zhang, W., Jiang, Y. 57193360422;52563329100;57221871095;55986072000;22137280600;56440407500; A Hybrid Signal-Based Fault Diagnosis Method for Lithium-Ion Batteries in Electric Vehicles (2021) IEEE Access, 9, art. no. 9335511, pp. 19175-19186. Cited 11 times. DOI: 10.1109/ACCESS.2021.3052866 [Add to Citavi project by DOI] Wang, Y., Tian, J., Chen, Z., Liu, X. 56365047000;57201117056;57203879679;36059581900; Model based insulation fault diagnosis for lithium-ion battery pack in electric vehicles (2019) Measurement: Journal of the International Measurement Confederation, 131, pp. 443-451. Cited 57 times. DOI: 10.1016/j.measurement.2018.09.007 [Add to Citavi project by DOI] Hannan, M.A., Hoque, M.M., Hussain, A., Yusof, Y., Ker, P.J. 7103014445;56583590200;57208481391;36007802400;37461740800; State-of-the-Art and Energy Management System of Lithium-Ion Batteries in Electric Vehicle Applications: Issues and Recommendations (2018) IEEE Access, 6, pp. 19362-19378. Cited 400 times. DOI: 10.1109/ACCESS.2018.2817655 [Add to Citavi project by DOI] Xu, Y., Ge, X., Shen, W., Yang, R. 57457488200;55491165900;57203905864;57193110659; A Soft Short-Circuit Diagnosis Method for Lithium-Ion Battery Packs in Electric Vehicles (2022) IEEE Transactions on Power Electronics, 37 (7), pp. 8572-8581. Cited 3 times. DOI: 10.1109/TPEL.2022.3151620 [Add to Citavi project by DOI] (2021) High-performance Modular Battery Packs for Sustainable Urban Electromobility Services. Cited 1 time. Wang, Y., Tian, J., Sun, Z., Wang, L., Xu, R., Li, M., Chen, Z. 56365047000;57201117056;57208124948;57211002381;57218129786;57218129951;57203879679; A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems (2020) Renewable and Sustainable Energy Reviews, 131, art. no. 110015, . Cited 320 times. DOI: 10.1016/j.rser.2020.110015 [Add to Citavi project by DOI] Nedyalkov, I., Arnaudov, D., Tashev, T. Modeling of information exchange between power electronic units in energy storage systems (2020) 46-Th International Conference "application of Mathematics in Engineering and Economics. Cited 1 time. Wenger, M., Waller, R., Lorentz, V.R.H., Marz, M., Herold, M. 57196037729;56702182500;26641186600;8379907900;56702077500; Investigation of gas sensing in large lithium-ion battery systems for early fault detection and safety improvement (2014) IECON Proceedings (Industrial Electronics Conference), art. no. 7049366, pp. 5654-5659. Cited 17 times. DOI: 10.1109/IECON.2014.7049366 [Add to Citavi project by DOI] Zhang, K., Hu, X., Liu, Y., Lin, X., Liu, W. 57307423300;55496167800;55906213600;36164359400;57214233405; Multi-fault detection and isolation for lithium-ion battery systems (2022) IEEE Transactions on Power Electronics, 37 (1), pp. 971-989. Cited 23 times. DOI: 10.1109/TPEL.2021.3098445 [Add to Citavi project by DOI] (2018) Global Technical Regulation on Electric Vehicle Safety (EVS), (Global Technical Regulation), (20). Cited 1 time. Lu, L., Han, X., Li, J., Hua, J., Ouyang, M. 11641454800;34881698500;8883298900;12806681900;7007149577; A review on the key issues for lithium-ion battery management in electric vehicles (2013) Journal of Power Sources, 226, pp. 272-288. Cited 3267 times. DOI: 10.1016/j.jpowsour.2012.10.060 [Add to Citavi project by DOI] Wu, C., Zhu, C., Ge, Y., Zhao, Y. 55713083400;7403440134;36664324200;7407400474; A Review on Fault Mechanism and Diagnosis Approach for Li-Ion Batteries (2015) Journal of Nanomaterials, 2015, art. no. 631263, . Cited 81 times. DOI: 10.1155/2015/631263 [Add to Citavi project by DOI] Hu, X., Zhang, K., Liu, K., Lin, X., Dey, S., Onori, S. 55496167800;57307423300;55876866000;36164359400;56315624700;35092798000; Advanced Fault Diagnosis for Lithium-Ion Battery Systems: A Review of Fault Mechanisms, Fault Features, and Diagnosis Procedures (2020) IEEE Industrial Electronics Magazine, 14 (3), art. no. 9205673, pp. 65-91. Cited 123 times. DOI: 10.1109/MIE.2020.2964814 [Add to Citavi project by DOI] Arnaudov, D., Kishkin, K., Penev, D. Modeling and Optimization of the Algorithm of Operation of a Battery Management System (2020) 46-Th International Conference "application of Mathematics in Engineering and Economics. Cited 1 time. Gan, N., Sun, Z., Zhang, Z., Xu, S., Liu, P., Qin, Z. 57403332400;57194548825;57209655165;57218379735;55574230648;56027806900; Data-Driven Fault Diagnosis of Lithium-Ion Battery Overdischarge in Electric Vehicles (2022) IEEE Transactions on Power Electronics, 37 (4), pp. 4575-4588. Cited 11 times. DOI: 10.1109/TPEL.2021.3121701 [Add to Citavi project by DOI] Held, M., Brönnimann, R. 24821406000;6701834652; Safe cell, safe battery? Battery fire investigation using FMEA, FTA and practical experiments (2016) Microelectronics Reliability, 64, pp. 705-710. Cited 32 times. DOI: 10.1016/j.microrel.2016.07.051 [Add to Citavi project by DOI] Hu, X., Liu, W., Lin, X., Xie, Y. 55496167800;57214233405;36164359400;55497195800; A Comparative Study of Control-Oriented Thermal Models for Cylindrical Li-Ion Batteries (2019) IEEE Transactions on Transportation Electrification, 5 (4), art. no. 8901406, pp. 1237-1253. Cited 52 times. DOI: 10.1109/TTE.2019.2953606 Venkatasubramanian, V., Rengaswamy, R., Kavuri, S.N. 7006834244 [Add to Citavi project by ISBN] ;7003600874;6602599356; A review of process fault detection and diagnosis part II: Qualitative models and search strategies (2003) Computers and Chemical Engineering, 27 (3), pp. 313-326. Cited 980 times. DOI: 10.1016/S0098-1354(02)00161-8 [Add to Citavi project by DOI] Yao, L., Xu, S., Xiao, Y., Hou, J., Gong, X., Fu, Z., Tang, A. 56398856300;57226854717;35747175000;56844237400;36699474700;53063543000;36706742000; Fault Identification of Lithium-Ion Battery Pack for Electric Vehicle Based on GA Optimized ELM Neural Network (2022) IEEE Access, 10, pp. 15007-15022. Cited 3 times. DOI: 10.1109/ACCESS.2022.3147802 Wu, B., Offer, G.J., Yufit, V., Howey, D.A., Brandon, N.P. Fault analysis in battery module design for electric and hybrid vehicles (0000) 6th IET International Conference on Power Electronics, Machines and Drives (PEMD ?12). Cited 1 time. Yang, R., Xiong, R., Shen, W. 57193110659;57201315780;57203905864; On-board diagnosis of soft short circuit fault in lithium-ion battery packs for electric vehicles using an extended Kalman filter (2022) CSEE Journal of Power and Energy Systems, 8 (1), pp. 258-270. Cited 11 times. DOI: 10.17775/CSEEJPES.2020.03260 (2021) Functional Safety-Compliant Automotive 16S/14S/12S Battery Monitor, Balancer and Integrated Hardware Protector. Cited 1 time. Cai, T., Valecha, P., Tran, V., Engle, B., Stefanopoulou, A., Siegel, J. 57204817612;57201632607;57221475674;57689804400;7003366932 [Add to Citavi project by ISBN] ;23482486600; Detection of Li-ion battery failure and venting with Carbon Dioxide sensors (2021) eTransportation, 7, art. no. 100100, . Cited 41 times. DOI: 10.1016/j.etran.2020.100100 [Add to Citavi project by DOI] Lammer, M., Königseder, A., Hacker, V. 56487764100;57194704885;8696406600; Holistic methodology for characterisation of the thermally induced failure of commercially available 18650 lithium ion cells (2017) RSC Advances, 7 (39), pp. 24425-24429. Cited 50 times. DOI: 10.1039/c7ra02635h [Add to Citavi project by DOI] Mulmi, S., Thangadurai, V. 14319280300;57193817139; Editors' Choice - Review - Solid-State Electrochemical Carbon Dioxide Sensors: Fundamentals, Materials and Applications (2020) Journal of the Electrochemical Society, 167 (3), art. no. 037567, . Cited 23 times. DOI: 10.1149/1945-7111/ab67a9 [Add to Citavi project by DOI] Spinelle, L., Gerboles, M., Kok, G., Sauerwald, T. (2015) Review of Low-cost Sensors for the Ambient Air Monitoring of Benzene and Other Volatile Organic Compounds. Cited 1 time. (2021) BME688 Digital Low Power Gas, Pressure, Temperature & Humidity Sensor with AI. Cited 1 time. (2020) Sensirion AG, Laubisruetistr, 50. Cited 1 time. (2021) Datasheet CCS811 Ultra-Low Power Digital Gas Sensor for Monitoring Indoor Air Quality. Cited 1 time.
Issue
| 31st International Scientific Conference Electronics, ET 2022, 2022, Bulgaria, DOI 10.1109/ET55967.2022.9920307 |
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