Issues and Challenges for Intelligent Battery Management System in Electric Vehicles

Authors

  • Snehal Shinde, Nikita Kulkarni

Keywords:

Electric Vehicles, Battery, Battery Management System, State of Charge, State of Health , Battery Monitoring, Cell Balancing

Abstract

Background: Electric Vehicle is an emerging sector in the world. In electric vehicles, the battery and battery management system (BMS) are the most essential components. Performance of electric vehicles highly depends on battery management system operations. Issues and  challenges in BMS can degrade vehicle’s performance.

Methods: We selected about 51 articles having higher relevance factors from the Scopus database. We analyzed 25 articles to study challenges in BMS in detail. In this article, we have addressed the issues and challenges which may affect electric vehicle efficiency. 

Findings: The challenges like real time state estimation, data security, temperature management, charging-discharging of battery, prediction of battery life, power source availability, disposal issues, etc are most common. These challenges can be considered for enhancing electric vehicle performance.  Conclusion: Analysis of issues and challenges in BMS is provided in this paper.

Downloads

Download data is not yet available.

References

Azad F.S., Habib A.A., Rahman A., Ahmed I., " Active cell balancing of Li-Ion batteries using single capacitor and single LC series resonant circuit”, Bull. Electr. Eng. Inform. 2020, 9, 1318–1325.

A. K. M. Ahasan Habib, Mohammad Kamrul Hasan, Ghassan F. Issa, Dalbir Singh, Shahnewaz Islam, Taher M. Ghazal, “Lithium-Ion Battery Management System for Electric Vehicles: Constraints, Challenges, and Recommendations”, Batteries 2023, 9, 152.

Ali M.U., Zafar A., Nengroo S.H., Hussain S., Junaid Alvi M., Kim H.-J., “Towards a smarter battery management system for electric vehicle applications: A critical review of lithium-ion battery state of charge estimation”, Energies 2019, 12, 446.

Ali Jal Haider. (2021). Philosophy Can Be The Genuine Source Of Literature But Not Superior To Literature: A Study. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 1(01), 13–14. https://doi.org/10.55529/jhmd11.13.14

Almighty C. Tabuena, Glinore S. Morales, & Mary Leigh Ann C. Perez. (2022). The Value of Music Education in the Development of Internationally Competent Students. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(02), 13–18. https://doi.org/10.55529/jhmd.22.13.18

Abid Nurhuda. (2022). Moral Message in Song Lyrics Aku Bukan Jodohnya By Tri Suaka . Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(04), 1–8. https://doi.org/10.55529/jhmd.24.1.8

Anuradha reddy. (2021). Support Vector Machine Classifier for Prediction of Breast Malignancy Using Wisconsin Breast Cancer Dataset. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(01), 1–8. https://doi.org/10.55529/jaimlnn21.1.8

Agus Irawan, Sri Ipnuwati, Azhari Tardiansyah, & Andino Maseleno. (2022). The Best Public Health Center Selection Decision Support System Using Simple Additive Weighting (SAW) and Weighted Product (WP) Methods. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(01), 9–26. https://doi.org/10.55529/jaimlnn21.9.26

Aurelio B. Gaylon. (2022). Development and Acceptability of Math Based Reading Module for Enhancing Mathematical Vocabulary of Grade VI Pupils: Inputs in the Brigada Pag-Basa Reading Program 2022. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(04), 18–30. https://doi.org/10.55529/jecnam.24.18.30

Aminu Adamu Ahmed, Jibril Hussein Kawure, Ibrahim Maimunatu Ya’u, Bashir Adamu, & Zakiya Yahaya Shehu. (2022). Overview of Innovative Trends for Industrial Internet of Things Adoption for Achieving High-Quality Deployment. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(05), 1–22. https://doi.org/10.55529/jecnam25.1.22

Anjana Rajeev T. (2021). Hum Dil De Chuke Sanam to Padmaavat: An Epitome onTraditional Indian Folk Dance in Sanjay LeelaBhansali’s Movies. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 1(01), 1–12. https://doi.org/10.55529/jhmd11.1.12

Akshay G Masa, Shital P Mundlik, Rutuparna R Lawand, & Ganesh B Birajadar. (2022). “Smart Parking Management System” (Based on IOT Modules). Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(06), 8–12. https://doi.org/10.55529/jecnam.26.8.12

Abubakar Musa, & Veronica Nkeiru Vincen. (2022). School Plant Management in Public Universities in Nigeria: Challenges and the Way Forward. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(03), 37–42. https://doi.org/10.55529/jeimp23.37.42

Assis. Prof. Dr. Rana Abdalssatar Jassim, Assis. Prof. Dr. AlmutasemBellah W. Mahdi, & Dr. Mohammed W. Mahdi. (2022). The Effect of Using the Strategy Mental Stimulants to Learn Some Skills on the Parallel Device in Artistic Gymnastics. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(01), 1–6. https://doi.org/10.55529/jhtd21.1.6

Assis. Prof. Dr. Rana Abdalssatar Jassim, Assis. Prof. Dr. AlmutasemBellah W. Mahdi, & Dr. Mohammed W. Mahdi. (2022). Effectiveness of Using Mental Speed Exercises in Learning the Skill of Front Hands Jump on the Platform in the Artistic Gymnastics. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(02), 9–13. https://doi.org/10.55529/jhtd22.9.13

Almhanna Mohanad Yahya, Mahdi Jawad Saeed, & Harba Alkhansaa Sabah. (2022). Spontaneous Activity in Abductor Digiti Minimi )Adm( As an Early Indicator of the Irritation of the Ulnar Nerve at the Elbow Joint. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(03), 1–5. https://doi.org/10.55529/jhtd23.1.5

Aditya Prasad T. (2022). Jan Aushadi Scheme: A crucial step towards achieving health equity. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(03), 6–13. https://doi.org/10.55529/jhtd23.6.13

Abdal Ahmed, Chems Eddine Boukhedimi, Sumera Qureshi, & Shama Nargis. (2022). Covid-19 and Renewable Energy in BRICS Countries: An Opportunity or a Threat?. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(04), 10–24. https://doi.org/10.55529/jeimp24.10.24

Amenu, O. ., & Assefa, A. . (2022). Developing Expert System for Diagnosis and Treatment of Monkey Pox Outbreak. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(04), 28–35. https://doi.org/10.55529/jhtd.24.28.35

Anumandla Mounika Reddy. (2021). A Review on Iot Enabling Technologies and Back-End Data-Sharing Model. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(01), 41–47. https://doi.org/10.55529/jecnam11.41.47

Ajoy Kanti Das, & Nandini Gupta. (2022). An Advanced Approach to HFP-Soft Set Based Decision- Making in Uncertain Environment. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(02), 24–39. https://doi.org/10.55529/jaimlnn.22.24.39

Abubakar Musa, & Bala Bakwai Kwashabawa. (2022). Classroom Crisis in Higher Institutions of Learning under the New Normal: Administrative Coping Strategies. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(03), 9–16. https://doi.org/10.55529/jaimlnn.23.9.16

Anuradha Reddy, Dr. Viswanathan, Vikram Gude, Mamatha K, & D. Nageswara Rao. (2022). Smart Waste Management Systems by Using Automated Machine Learning Techniques. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(04), 16–25. https://doi.org/10.55529/jaimlnn.24.16.25

Afabor Abraham Martins, & Ikikiru Diatachekor Friday. (2022). The Effect of Welding Process on Mechanical Properties and Pitting Corrosion Resistance of Aisi 316l Austenitic Stainless Steel Welds. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(05), 44–54. https://doi.org/10.55529/jaimlnn.25.44.54

B. Devi, V. Suresh Kumar, “Machine Learning-Based Approach for Predicting Battery Remaining Useful Life (RUL): A Data-Driven Methodology”, in 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), 2023,10.1109/ICSSAS57918.2023.10331825.

Bashir H., Yaqoob A., Jawaid I., Khalid W., Javed M.Y., Sultan W., “A Review of Battery Management System and Modern State Estimation Approaches in Lithium Ion Batteries for Electric Vehicle”, In Proceedings of the 2022 5th International Conference on Energy Conservation and Efficiency (ICECE), Lahore, Pakistan, 16–17 March 2022; pp. 1–8.

B. Thiyagarajan, & Dr. Ms. Sarala. (2022). COVID 19 Lockdown: Learners’ Perspectives on Online Music Education. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(06), 1–15. https://doi.org/10.55529/jhmd.26.1.15

Budi Usmanto, & Heru Iswadi. (2022). An Expert System for Web Mobile-Based Identification of Crystal Guava Quality with Forward Chaining. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(04), 1–17. https://doi.org/10.55529/jecnam.24.1.17

Budi Usmanto, & Novi Ayu Kristiana Dewi. (2022). Prototype of Monitoring System and Automation Regulator Sound, Temperature, Humidity, Lighting, Window at the Swiftlet House (RBW Smart System) Based on Webserver. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(04), 54–71. https://doi.org/10.55529/jecnam.24.54.71

Bharathi. R, Om Prakash, S, G. Gowrishankar, & S. Arun. (2022). Electromagnetic Engine controlled using IR Sensor. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(03), 1–4. https://doi.org/10.55529/jecnam.23.1.4

Banerjee, S. . (2022). Machine Learning (ML) in Diet Planning for Type-1 Diabetes - An Overview. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(05), 1–5. https://doi.org/10.55529/jhtd25.1.5

Chen M., Zhang Y., Xing G., Chou S.-L., Tang Y., “Electrochemical energy storage devices working in extreme conditions”, Energy Environ Sci. 2021, 14, 3323–3351.

Chen H.-C., Li S.-S., Wu S.-L., Lee C.-Y., “Design of a Modular Battery Management System for Electric Motorcycle”, Energies 2021, 14, 3532.

Camargos P.H., dos Santos P.H., dos Santos I.R., Ribeiro G.S., “Caetano, R.E. Perspectives on Li-ion battery categories for electric vehicle applications: A review of state of the art”, Int. J. Energy Res. 2022, 46, 19258–19268.

Dr. Sanjay Pandit Kamble. (2021). Lavani the Folk Dance of Maharashtra: A Study in Aesthetic. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 1(02), 1–4. https://doi.org/10.55529/jhmd12.1.4

Dr. Pushpamala Ramaiah. (2022). The Effects of Music on Adolescent People’s Intellectual, Social, and Personal Development. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(01), 1–18. https://doi.org/10.55529/jhmd.21.1.18

Dr. Chandrima Sen. (2022). Re-Reading Literature from Pandemic Angle: A Study of Select Poems of Pradip Kumar Patra. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(03), 1–7. https://doi.org/10.55529/jhmd.23.1.7

Dr. Samarpita Chatterjee (Mukherjee). (2023). Music and Audio Recording Technology: An Overview. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(04), 14–25. https://doi.org/10.55529/jhmd24.14.24 (Original work published July 28, 2022)

Dr. K. Balasubramanian, & K. Shobiya. (2021). Water Level Prediction in Water Shed Management Utilizing Machine Learning. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(01), 10–27. https://doi.org/10.55529/jaimlnn11.10.27

D.Beula Shiny, J.Vijila Jasmin, S. Sujithra, M.Jenifer Tamizharasi, & T. Kumaran. (2021). Nutraceutical Application, Bioactive Compounds and Health Benefits of Seaweeds. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 1(01), 6–13. https://doi.org/10.55529/jhtd11.6.13

Daini, T. G. ., Solesi, O. A. ., Adetoyi, H. N. ., Solaja, O. O. ., & Abiodun, A. S. . (2022). The Incidence of Plasmodium Falciparum and Salmonella Typhii as Co-Infection among Residents of Idiroko, Ipokia Local Government Area of Ogun State, Nigeria. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(06), 1–5. https://doi.org/10.55529/jhtd.26.1.5

Dr. Rubaid Ashfaq, Ms. Zeba Nabi, & Dr. Rohit. (2022). Artificial Intelligence and the Indian Media Industry: the Future is Now. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(06), 24–31. https://doi.org/10.55529/jaimlnn.26.24.31

Dr. Santosh Kumar, & Piyush Raja. (2022). Implementation of Artificial Intelligence in a Software-Defined Wireless Sensor Network . Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(06), 32–42. https://doi.org/10.55529/jaimlnn.26.32.42

Dr. Venkateswarulu Naik.B. (2022). An Exploration on Mammographic Image Abnormality Using Computer Aided Detection (CAD) System. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(02), 1–7. https://doi.org/10.55529/jaimlnn22.1.7

Dr. Ishaan Tamhankar. (2022). A Combine Model for Email Classification in Hindi Language using Supervised Learning (NB, K-NN, DT, SVM). Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(03), 17–23. https://doi.org/10.55529/jaimlnn.23.17.23

Dr.Ishaan Tamhankar, & Ms.Ritu Bhatiya. (2022). An Analysis on Email Classification on Hindi Language using Bayesian Classifier. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(04), 9–15. https://doi.org/10.55529/jaimlnn.24.9.15

Emmanuel Obed Acquah. (2022). Bibliographic and Discographic Inquiries in Music Composition. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(05), 5–13. https://doi.org/10.55529/jhmd.25.5.13

Fayez Khalaf Alanazi, “Electric Vehicles: Benefits, Challenges, and Potential Solutions for Widespread Adaptation”, Applied Sciences, 13,10,6016, May, 2023, 10.3390/app13106016.

Frances Aliah Grace M. Hinlog, Honey Jean P. Marbas, Ivy Riza D. Espejon, Mesela Loril Domagtoy, & Medielyn M. Odtojan. (2022). Contingent Valuation Study for Selected Beach Areas in San Francisco, Surigao Del Norte for its Environmental Conservation. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(04), 1–9. https://doi.org/10.55529/jeimp24.1.9

Gabbar H.A., Othman A.M., Abdussami M.R., “Review of battery management systems (BMS) development and industrial standards”, Technologies 2021, 9, 28.

Giambattista Gruosso, Giancarlo Storti Gajani, Fredy Ruiz, Juan Diego Valladolid Diego Patino, “A Virtual Sensor for Electric Vehicles’ State of Charge Estimation”, Electronics, 9, 2, 278, February, 2020, 10.3390/electronics9020278 .

Ge M.-F., Liu Y., Jiang X., Liu J., “A review on state of health estimations and remaining useful life prognostics of lithium-ion batteries”, Measurement 2021, 174, 109057.

Gao Y., Liu C., Chen S., Zhang X., Fan G., Zhu C., “Development and parameterization of a control-oriented electrochemical model of lithium-ion batteries for battery-management-systems applications”, Appl. Energy 2022, 309, 118521.

Gholami K., Azizivahed A., Arefi A., “Risk-oriented energy management strategy for electric vehicle fleets in hybrid AC-DC microgrids”, J. Energy Storage 2022, 50, 104258.

Galkin I.A., Blinov A., Vorobyov M., Bubovich A., Saltanovs R., Peftitsis D., “Interface Converters for Residential Battery Energy Storage Systems: Practices, Difficulties and Prospects”, Energies 2021, 14, 3365.

G.Ramachandran, & S.Kannan. (2021). Artificial Intelligence and Deep Learning Applications: A Review. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(02), 10–13. https://doi.org/10.55529/jaimlnn.12.10.13

Ghosh, S. ., Ahammed, M. T. ., Oion, M. S. R. ., & Debnath, S. . (2022). An Overview of Clinical Trials in Chinese Medicine. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(03), 14–18. https://doi.org/10.55529/jhtd23.14.18

Hasan, M.K., Mahmud, M., Habib, A.A., Motakabber, S., Islam, S., “Review of electric vehicle energy storage and management system: Standards, issues, and challenges”, J. Energy Storage 2021, 41, 102940.

Habib A.A., Motakabber S., Ibrahimy M.I., “A comparative study of electrochemical battery for electric vehicles applications”, In Proceedings of the 2019 IEEE International Conference on Power, Electrical, and Electronics and Industrial Applications (PEEIACON), Dhaka, Bangladesh, 29 November–1 December 2019, pp. 43–47.

Hannan M.A., Lipu M.H., Hussain A., Mohamed, A., “A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations”, Renew Sustain. Energy Rev. 2017, 78, 834–854.

Habib A.A., Hasan M.K., Mahmud M., Motakabber S., Ibrahimya M.I., Islam S., “A review: Energy storage system and balancing circuits for electric vehicle application”, IET Power Electron. 2021, 14, 1–13.

Hiba Mohamed Alkhateeb, & Ammar Alnahhas. (2022). Emotion Detection in Arabic Texts Extracted from Twitter Network by Using Machine Learning Techniques. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(01), 27–36. https://doi.org/10.55529/jaimlnn.21.27.36

Himanshu Kaushik. (2022). Shifting Towards 6G from 5G Wireless Networks – Advancements, Opportunities and Challenges. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(06), 20–29. https://doi.org/10.55529/jecnam.26.20.29

Iqbal M.Z., Aziz U. Supercapattery, “Merging of battery-supercapacitor electrodes for hybrid energy storage devices”, J. Energy Storage 2022, 46, 103823.

Isaac John Ibanga, Philip Sunday, & Hyelaiti Raphael. (2022). Methodological Skills Required By Instructors in Radio Television and Global System Mobile Servicing in Vocational Centers in Gombe State, Nigeria. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(05), 23–33. https://doi.org/10.55529/jecnam.25.23.33

Ime, I. M. ., Shuaibu, M. S. ., Dixit, S. ., Obong, L. B. ., & Bala, B. B. . (2022). The Effects of Overcrowding on Students Living in University of Calabar Female Hostel, Cross River State, Nigeria. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(04), 8–27. https://doi.org/10.55529/jhtd24.8.27

Jaidev Kumar, A.S.S. Murugan, R. Vinoth Kumar, Manasi Vyankatesh Ghamande, NMG Kumar, Radhika, “Lithium-Ion Health Prediction for Battery Systems Using Deep A-LSTM-CNN Approach”, in 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), 2023, 10.1109/ICSSAS57918.2023.10331780.

Jessie James Mata Sangalang. (2022). Carbon Dioxide Emission Accounting of Grid-powered Streetlights. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(03), 17–24. https://doi.org/10.55529/jecnam.23.17.24

Kong D., Wang S., Ping P., “State-of-health estimation and remaining useful life for lithium-ion battery based on deep learning with Bayesian hyperparameter optimization”, Int. J. Energy Res. 2022, 46, 6081–6098.

Kirchev A., Brun-Buisson D., Gau V., “Li-Ion Cell Safety Monitoring Using Mechanical Parameters: Part I. Normal Battery Operation”, J. Electrochem. Soc. 2022, 169, 010515.

Khushboo. (2022). Difference between Delhi and Ajrana Gharana in Tabla Playing: A Review-Based Comparative Study. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(04), 9–13. https://doi.org/10.55529/jhmd.24.9.13

Kola Vasista. (2021). Implications for Policy and Practice Towards VR and AR. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(01), 45–49. https://doi.org/10.55529/jaimlnn.11.45.49

Khasankhonova Nodira Isametdinovna. (2022). The Knowledge Economy as a New Stage of Innovative Development. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(02), 11–20. https://doi.org/10.55529/jecnam.22.11.20

Kola Vasista. (2022). Practical Approach of Implementing Artificial Intelligence. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(02), 21–24. https://doi.org/10.55529/jecnam.22.21.24

Khan, H. N. ., & Pathak, K. . (2022). Health Status of Women in Border Areas of Jammu and Kashmir with Special Reference to Maternal and Reproductive Health: An Analysis. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(05), 6–16. https://doi.org/10.55529/jhtd25.6.16

Li S., Leng D., Li W., Qie L., Dong Z., Cheng Z., Fan Z., “Recent progress in developing Li2S cathodes for Li–S batteries”, Energy Storage Mater. 2020, 27, 279–296.

Lin J., Liu X., Li S., Zhang C., Yang S., “A review on recent progress, challenges and perspective of battery thermal management system”, Int. J. Heat Mass Transf. 2021, 167, 120834.

Lee J., Kim J.-M., Yi J., Won C.-Y., “Battery management system algorithm for energy storage systems considering battery efficiency”, Electronics 2021, 10, 1859.

Li S., Fan Z., “Encapsulation methods of sulfur particles for lithium-sulfur batteries: A review”, Energy Storage Mater. 2021, 34, 107–127.

Lelie M., Braun T., Knips M., Nordmann H., Ringbeck F., Zappen H., Sauer D.U., “Battery management system hardware concepts: An overview”, Appl. Sci. 2018, 8, 534.

Linus Oluchukwu Akudolu. (2022). The Moral Value of Oscar Wilde’s The Model Millionaire. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(05), 1–4. https://doi.org/10.55529/jhmd.25.1.4

Labordo, N. A. S. . (2021). Competencies and Values of Barangay Nutrition Scholars in Eastern Visayas: Basis for Program Development. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 1(02), 1–11. https://doi.org/10.55529/jhtd.12.1.11

M. Sivaramakrishnan, Naveen Kumar. P, Selvaraj. K, Gokul S, Srithar. N, “Smart Electric Vehicle with Safety System”, in 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), 2023, 10.1109/ICSSAS57918.2023.10331868.

Madhu B R, Anitha G S, Mahantesha Hadapada, Krishna S, “Smart Charging Station for Electric Vehicles Using Solar Power”, in 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), Bangalore, India, 2023, 10.1109/CSITSS60515.2023.10334142.

Muskan Khan, “Innovations in Battery Technology: Enabling the Revolution in Electric Vehicles and Energy Storage”, British Journal of Multidisciplinary and Advanced Studies,5,1,23-41, February,2024, 10.37745/bjmas.2022.0414.

Miao Y., Hynan P., Von Jouanne A., Yokochi A., “Current Li-ion battery technologies in electric vehicles and opportunities for advancements”, Energies 2019, 12, 1074.

Markus Eider, Bernhard Sick, Andreas Berl, “Context-aware recommendations for extended electric vehicle battery lifetime”, Sustainable Computing: Informatics and Systems, 37,100845, January, 2023, 10.1016/j.suscom.2022.100845.

Mhelmafa P. Buenaflor, Almighty C. Tabuena, Glinore S. Morales, & Mary Leigh Ann C. Perez. (2022). Associated Determinants and Music Genres in A Few Fitness Facilities. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(06), 16–24. https://doi.org/10.55529/jhmd.26.16.24

Md Osman Gani, Arnab Konar, & Manoj Kundu. (2022). Experimental Study of the Impact of Various Bio Based Cutting Fluid Using Multiple Machining Characteristics during Shaping Operation. International Journal of Applied and Structural Mechanics(IJASM) ISSN: 2799-127X, 2(06), 1–7. https://doi.org/10.55529/ijasm.26.1.7

Manikandan. (2021). Deep Learning Based Energy Efficiency in Wireless Sensor Network. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(01), 50–57. https://doi.org/10.55529/jaimlnn.11.50.57

Manikandan. (2021). Analysis of Ultra Wide Band OFDM Communication System through IEEE802.15.4a in Wireless Communication. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(02), 19–26. https://doi.org/10.55529/jaimlnn.12.19.26

Manikandan. (2022). Modified Efficient OMS LUT Design for Memory-Based Multiplication. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(01), 37–44. https://doi.org/10.55529/jaimlnn.21.37.44

Manikandan. (2021). Low Power D Flip Flop Design for VLSI Applications. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(02), 18–27. https://doi.org/10.55529/jecnam.12.18.27

M. Islam Madi, & Agus Suryana. (2021). Mobile Web-Based Learning Application at Gotong Royong Junior High School. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(01), 1–10. https://doi.org/10.55529/jecnam.21.1.10

Maheswaran K, Anoopkumar M V, David E, & Saranya Nair. (2021). Wireless Charging of Electric Vehicle. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(01), 11–16. https://doi.org/10.55529/jecnam.21.11.16

Manikandan. (2022). 6T and 8T SRAM Cell Simulation with Power Loss Analysis. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(01), 17–23. https://doi.org/10.55529/jecnam.21.17.23

Manikandan. (2022). Enhancing Energy Efficiency of Sram through Optimization of Sram Array Structures. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(02), 29–39. https://doi.org/10.55529/jecnam.22.29.39

Manikandan. (2021). A Performance Analysis of Index Modulation in MIMO System . Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(01), 56–64. https://doi.org/10.55529/jecnam.11.56.64

M.Sindhu, & S. Chandra Kumar. (2021). Even Vertex in-Magic Total Labeling of Some 2-Regular Digraphs. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(02), 1–11. https://doi.org/10.55529/jecnam.12.1.11

Mariyamma A/P Subramaniam. (2022). Application of Stem in the Mastery of Mathematics Learning In Primary School. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(03), 38–47. https://doi.org/10.55529/jecnam.23.38.47

Maimunatu Ya’u Ibrahim, Kabiru Ibrahim Musa, Yakubu Abdullahi Yarima, & Aminu Ahmad. (2022). A Proposed Secured Health Monitoring System for the Elderly using Block chain Technology in Nigeria. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(04), 31–53. https://doi.org/10.55529/jecnam.24.31.53

Murtadha Mohammed Hasan Jaafar, & Abdullahi Abdu Ibrahim. (2022). Design and Implementation of Mobile Ad-Hoc Network Using Opnet Modeler. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(06), 30–47. https://doi.org/10.55529/jecnam.26.30.47

Mabdar Mutalib Khalaf Hammadi. (2022). The Effect of Aerobic and Anaerobic Exercises in Some Functional Variables During Effort for Short- and Long-Distance Runners. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(04), 1–7. https://doi.org/10.55529/jhtd24.1.7

Nik Nur Faiqah Tamin, & Ahmad Fateh Mohamad Nor. (2022). Application Of Graphical User Interface in Photovoltaic Technology: A Review. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(03), 25–37. https://doi.org/10.55529/jecnam.23.25.37

Noor Aziah Abu Bakar, Norhaninah A.Gani, & Nurisyal Muhamad. (2022). Social Media Usage among Small Enterprises during Covid-19 Pandemic. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(02), 1–8. https://doi.org/10.55529/jhtd22.1.8

Okay K., Eray S., Eray A.’ “Development of prototype battery management system for PV system”, Renew Energy 2022, 181, 1294–1304.

Ouramdane O., Elbouchikhi E., Amirat Y., Gooya E.S., “Optimal Sizing and Energy Management of Microgrids with Vehicle-toGrid Technology: A Critical Review and Future Trends”, Energies 2021, 14, 4166.

Olabi A., Wilberforce T., Sayed E.T., Abo-Khalil A.G., Maghrabie H.M., Elsaid K., Abdelkareem M.A., “Battery energy storage systems and SWOT (strengths, weakness, opportunities, and threats) analysis of batteries in power transmission”, Energy 2022, 254, 123987.

Olowoyeye Odunayo James, Oluwadare Olusegun Emmanuel, Gabriel Ayodeji Saanumi, Owolabi Oluwafemi Akinkunmi, & Abideen A. Adekanmi. (2022). Senna Alata Leaf and Stem: Phytochemical Screening, Nutritional Content, and Antimicrobial Activities. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(06), 1–11. https://doi.org/10.55529/jeimp.26.1.11

Obed Majeed Ali, & Ahmed Nawfal Mustafa. (2022). The Impact of Climate on the Efficiency and Performance of the Qayyarah Gas Station. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(06), 12–26. https://doi.org/10.55529/jeimp.26.12.26

Olipas, C. N. P. ., Viloria, J. P. ., Mateo, S. M. ., Maria, S. A. P. S. ., Bisnar, E. A. ., & Vallecera, M. L. M. . (2022). MediCord: A Web-Based Health Record Management System. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(05), 35–45. https://doi.org/10.55529/jhtd25.35.45

Pražanová A., Knap V., Stroe D.-I., “Literature Review, Recycling of Lithium-Ion Batteries from Electric Vehicles, Part I: Recycling Technology”, Energies 2022, 15, 1086.

P.Siva Nagendra Reddy, & P.Ajay Kumar Reddy. (2021). Fuel Monitoring, Vehicle Tracking and Security System Using Arduino Mega. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(01), 1–9. https://doi.org/10.55529/jaimlnn11.1.9

P.Panchali Rajan. (2022). A Critical Analysis of the Literature Regarding the Instruction of Dance in the 21st Century. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 2(02), 1–12. https://doi.org/10.55529/jhmd.22.1.12

Pavani Yammanuru, & M.Amarnatha Reddy. (2021). Design And Verification of Advanced Peripheral Bus Protocol Using Uvm. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(02), 1–9. https://doi.org/10.55529/jaimlnn.12.1.9

Peddyreddy. Swathi. (2021). Industry Applications of Augmented Reality and Virtual Reality. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(02), 14–18. https://doi.org/10.55529/jaimlnn.12.14.18

Peddyreddy. Swathi. (2022). Implications For Research In Artificial Intelligence. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(02), 25–28. https://doi.org/10.55529/jecnam.22.25.28

Posma Sariguna Johnson Kennedy. (2022). Applied Mathematics Model: The Effect of National Defense on Economic Growth seen from the Supply Side. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(03), 5–16. https://doi.org/10.55529/jecnam.23.5.16

Queenny C. Fijo, Janie Mae T. Lorejo, Maryjane C. Nogalo, Rica Faye C. Plaza, & Medielyn M. Odtojan. (2022). Exposure Assessment of the Traffic Aides and Street Sweepers of Taganito Mining Corporation (TMC) to Noise Pollution. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(03), 29–36. https://doi.org/10.55529/jeimp.23.29.36

R. Ranjith Kumar, C. Bharatiraja, K. Udhayakumar, S. Deva Kirubakaran, K. Sathiya Sekar, Lucian Mihet-Popa, “Advances in Batteries, Battery Modeling, Battery Management System, Battery Thermal Management, SOC, SOH, and Charge/Discharge Characteristics in EV Applications”, in IEEE Access, 2023, pp. 105761 – 105809,10.1109/ACCESS.2023.3318121.

Ramkumar M.S., Reddy C., Ramakrishnan A., Raja K., Pushpa S., Jose S., Jayakumar M., “Review on Li-Ion Battery with Battery Management System in Electrical Vehicle”, Adv. Mater. Sci. Eng. 2022, 2022, 3379574.

Raja Vidya, Uttara Kumari M, Sridhar R, Dhanush S R, Shriram J Sharma, Ullas Vishwakarma H S, Prajwal B G, “State-of-Charge Estimation Methodology for Lithium-Ion Batteries Utilizing Extended Kalman Filtering”, in 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), Bangalore, India, 2023,10.1109/CSITSS60515.2023.10334095.

Ravi S.S., Aziz M., “Utilization of Electric Vehicles for Vehicle-to-Grid Services: Progress and Perspectives”, Energies 2022, 15, 589.

Raju Balgoori. (2021). The Early Historical Culture In Peddapalli And Jagitial Districts Of Telangana - A Study. Journal of Humanities,Music and Dance(JHMD) ISSN: 2799-1180, 1(01), 15–22. https://doi.org/10.55529/jhmd11.15.22

Ridwanullah Abdulhameed. (2021). Analysis of Machine Sensing of Hate Speech on Twitter in Nigeria. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 1(01), 28–44. https://doi.org/10.55529/jaimlnn.11.28.44

Surya S., Williamson S.S., “A Comprehensive Study on DC–DC and DC–AC Converters in Electric and Hybrid Electric Vehicles”, In E-Mobility; Springer: Berlin/Heidelberg, Germany, 2022, pp. 59–81.

Shen M., Gao Q., “A review on battery management system from the modeling efforts to its multi application and integration”, Int. J. Energy Res. 2019, 43, 5042–5075.

See K., Wang G., Zhang Y., Wang Y., Meng L., Gu X., Zhang N., Lim K., Zhao L., Xie B., “Critical review and functional safety of a battery management system for large-scale lithium-ion battery pack technologies”, Int. J. Coal Sci. Technol. 2022, 9, 1–17.

Sumdani M.G., Islam M.R., Yahaya A.N.A., Safie S.I., “ Recent advancements in synthesis, properties, and applications of conductive polymers for electrochemical energy storage devices: A review”, Polym. Eng. Sci. 2022, 62, 269–303.

Sehil K., Alamri B., Alqarni M., Sallama A., Darwish M., “ Empirical Analysis of High Voltage Battery Pack Cells for Electric Racing Vehicles”, Energies 2021, 14, 1556.

Susilowati, T. ., Nurzaman, Maseleno, A. ., & Saputra, W. D. . (2021). Prototype Decision Support System to Detect Disaster Prone Areas with Saw Method (Tanggamus District Case Study). International Journal of Applied and Structural Mechanics(IJASM) ISSN: 2799-127X, 1(02), 1–11. https://doi.org/10.55529/ijasm12.1.11

Swapnil Takale, & Dr. Altaaf Mulani. (2022). DWT-PCA based Video Watermarking. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(06), 1–7. https://doi.org/10.55529/jecnam.26.1.7

Sanoev, Z. I. ., Khamroev, T. T. ., Abdinazarov, I. T. ., Rashidov, S. Z. ugli ., & Rakhimboev, S. D. ugli . (2021). Evaluation of Anticonvulsant Activity of Allapinine and N-Deacetylappaconitine in Experimental Animals. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 1(02), 12–19. https://doi.org/10.55529/jhtd.12.12.19

Solomon Bessie George, Ekanemesang Amaifiok Sunday, Aniefiok Itohowo Sam, & Idara Ephraim Patrick. (2022). Indoor Thermal Comfort for Commercial Buildings in Nigeria Urban Environment. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(05), 1–13. https://doi.org/10.55529/jls.25.1.13

Sengar, A. ., Singh, A. P. ., Khare, A. ., Lal, A. B. ., & Singh, A. . (2022). Effect of Fat Replacers on the Multigrain Biscuits. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(03), 19–30. https://doi.org/10.55529/jhtd23.19.30

Saadu Umar Wali, Kabiru Jega Umar, & Isa Garba Abor. (2021). Modelling Flow and Fate of Contaminants in Groundwater Using a Version of the Five Steady- State Pollutant Transport Models. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(01), 1–30. https://doi.org/10.55529/jecnam.11.1.30

Tran M.-K., Panchal S., Khang T.D., Panchal K., Fraser R., Fowler M., “Concept review of a cloud-based smart battery management system for lithium-ion batteries: Feasibility, logistics, and functionality”, Batteries 2022, 8,19.

Temitope, C. A. ., Adekanmi, A. A. ., & Adekanmbi, U. . (2022). Anemia Awareness, Causes, and Prevention among Pregnant Women at Asogbon Phc, Bariga, Lagos State, Nigeria. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(05), 17–34. https://doi.org/10.55529/jhtd25.17.34

U. N. Bassey, & W. A. Latifu. (2022). On Spherical Distributions. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(05), 34–57. https://doi.org/10.55529/jecnam.25.34.57

Venkatesan Chandran, Chandrashekhar K. Patil, Alagar Karthick, Dharmaraj Ganeshaperumal, Robbi Rahim, Aritra Ghosh , “State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms”, World Electr. Veh. J., 12,1,38, March, 2021, 10.3390/wevj12010038.

Vivek Thoutam. (2021). A Study On Python Web Application Framework. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(01), 48–55. https://doi.org/10.55529/jecnam.11.48.55

Vivek Thoutam. (2021). An Overview on the IOT Levels and Deployment Templates. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(02), 12–17. https://doi.org/10.55529/jecnam.12.12.17

Vagif Shadlinski, & Anar Abdullayev. (2021). Anatomical Peculiarities Of Mandibular Foramen. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 1(01), 1–5. https://doi.org/10.55529/jhtd11.1.5

Wei Liu, Tobias Placke, K.T. Chau, “Overview of batteries and battery management for electric vehicles”, Elsevior (Energy Reports),8,4058-4084, November,2022, 10.1016/j.egyr.2022.03.016.

Wang Y., Tian J., Sun Z., Wang L., Xu R., Li M., Chen Z., “A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems”, Renew. Sustain. Energy Rev. 2020, 131, 110015.

Waidi Adebayo Latifu. (2022). Mathematical Modeling of the Dynamics of Lubrication. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(06), 13–19. https://doi.org/10.55529/jecnam.26.13.19

X. Lenin Xaviour, & S. Robinson Chellathurai. (2021). The Connected Geodetic Global Domination Number of a Graph. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 1(01), 31–40. https://doi.org/10.55529/jecnam11.31.40

Yu. R. Mirzaev, T. T. Khamroev, E. M. Ruzimov, B. N. Khandamov, & Sh. M. Adizov. (2022). Evaluation of the Effect on the Nervous System of Substances with an Alkaloid Structure Having Antitumor Activity. Journal Healthcare Treatment Development(JHTD) ISSN : 2799-1148, 2(06), 6–10. https://doi.org/10.55529/jhtd.26.6.10

Zau A.T.P., Lencwe M.J., Chowdhury S.D., Olwal T.O., “A Battery Management Strategy in a Lead-Acid and Lithium-Ion Hybrid Battery Energy Storage System for Conventional Transport Vehicles”, Energies 2022, 15, 2577.

Z. Rasmin Thahani. (2021). Smart Textiles- On Review. International Journal of Applied and Structural Mechanics(IJASM) ISSN: 2799-127X, 1(01), 1–11. https://doi.org/10.55529/ijasm11.1.11

Zulfiya Boltaeva. (2021). Resources for Students’ Educational And Research Activities. Journal of Learning and Educational Policy(JLEP) ISSN : 2799-1121, 1(02), 23–28. https://doi.org/10.55529/jlep.12.23.28

Downloads

Published

26.03.2024

How to Cite

Snehal Shinde,. (2024). Issues and Challenges for Intelligent Battery Management System in Electric Vehicles. International Journal of Intelligent Systems and Applications in Engineering, 12(21s), 2138–2150. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/5806

Issue

Section

Research Article