Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement
Source abstract
Abstract
Abstract Lithium-ion batteries (LIBs) has seen widespread applications in a variety of fields like the renewable penetration, electrified transportation, and portable electronics. A reliable battery management system (BMS) is critical to fulfill the expectations on the reliability, efficiency and longevity of LIB systems. Recent research progresses have witnessed the emerging technique of smart battery and the associated management system, which can potentially overcome the deficiencies met by traditional BMSs. Motivated by this, this paper reviews the research progresses on the smart cell and smart battery system from multiple aspects, including the system design, sensing techniques, and the potential innovation of system integration. The transition from conventional LIB system towards higher smartness and the incurred advantages/challenges are overviewed. Special focuses are given to the existing and emerging cell-level, multi-dimensional (electro-mechanical-thermal) sensing techniques that may play critical roles in the management of smart cells. The mitigation from external to internal embedded sensing and its potential benefits/impacts to the performance of battery system, as well as the general requirement for sensor design and integration, are discussed systematically. Considering the design innovation and data transmission burden, the potential change of system-level smart battery integration is further discussed as an open outlook.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Advanced Battery Technologies Research · Advancements in Battery Materials · Wireless Power Transfer Systems
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (100+)
Show source-provided references
1. A review on the key issues for lithium-ion battery management in electric vehicles10.1016/j.jpowsour.2012.10.060 ↗
2. Battery Management System: An Overview of Its Application in the Smart Grid and Electric Vehicles10.1109/MIE.2013.2250351 ↗
3. A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems10.1016/j.rser.2020.110015 ↗
4. Review of state-of-the-art battery state estimation technologies for battery management systems of stationary energy storage systems
5. A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: challenges and recommendations10.1016/j.rser.2017.05.001 ↗
6. A comprehensive review of on-board State-of-Available-Power prediction techniques for lithium-ion batteries in electric vehicles10.1016/j.jpowsour.2016.08.031 ↗
7. Towards a safer battery management system: a critical review on diagnosis and prognosis of battery short circuit10.1016/j.isci.2020.101010 ↗
8. Lithium-ion battery fast charging: a review10.1016/j.etran.2019.100011 ↗
9. Battery warm-up methodologies at subzero temperatures for automotive applications: recent advances and perspectives10.1016/j.pecs.2019.100806 ↗
10. An evaluation study of different modelling techniques for calendar ageing prediction of lithium-ion batteries10.1016/j.rser.2020.110017 ↗
11. Battery lifetime prognostics10.1016/j.joule.2019.11.018 ↗
12. Thermal runaway mechanism of lithium ion battery for electric vehicles: a review10.1016/j.ensm.2017.05.013 ↗
13. A comprehensive review on a passive (phase change materials) and an active (thermoelectric cooler) battery thermal management system and their limitations10.1016/j.jpowsour.2018.08.094 ↗
14. A review of power battery thermal energy management10.1016/j.rser.2011.07.096 ↗
15. A review of equalization strategies for series battery packs: variables, objectives, and algorithms10.1016/j.rser.2019.109464 ↗
16. A modularized charge equalizer using a battery monitoring IC for series-connected Li-ion battery strings in electric vehicles10.1109/TPEL.2012.2227810 ↗
17. Advanced battery management strategies for a sustainable energy future: multilayer design concepts and research trends
18. Battery charge equalization controller in electric vehicle applications: a review10.1016/j.rser.2016.11.126 ↗
19. Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution10.1016/j.jpowsour.2020.228964 ↗
20. Huang · 2019 · 5909
21. Han · 2020
22. A review on various temperature-indication methods for Li-ion batteries10.1016/j.apenergy.2019.02.078 ↗
23. A module-integrated distributed battery energy storage and management system
24. Study on battery pack consistency evolutions and equilibrium diagnosis for serial- connected lithium-ion batteries10.1016/j.apenergy.2017.05.176 ↗
25. A distributed architecture based on microbank modules with self-reconfiguration control to improve the energy efficiency in the battery energy storage system10.1109/TPEL.2015.2406773 ↗
26. A software configurable battery. EVS26 International Battery
27. A novel design of adaptive reconfigurable multicell battery for power-aware embedded networked sensing systems
28. Edström · 2020
29. Autonomic restoration of electrical conductivity using polymer-stabilized carbon nanotube and graphene microcapsules10.1063/1.4737935 ↗
30. A self-healing hydrogel electrolyte for flexible solid-state supercapacitors10.1016/j.cej.2020.125456 ↗
31. On dynamic reconfiguration of a large-scale battery system
32. Battery switch array system with application for JPL's rechargeable micro-scale batteries10.1016/j.jpowsour.2007.11.053 ↗
33. A modular and reconfigurable battery system
34. Kim · 2011 · 1382
35. A case study on improving capacity delivery of battery packs via reconfiguration10.1145/3035539 ↗
36. Reconfigurable battery techniques and systems: A survey10.1109/ACCESS.2016.2545338 ↗
37. Smart cells for embedded battery management
38. Molenaar · 2010
39. Reconfigurable battery techniques and systems: A survey10.1109/ACCESS.2016.2545338 ↗
40. Distributed battery energy storage system architecture with energy sharing control for charge balancing
41. Completely decentralized active balancing battery management system10.1109/TPEL.2017.2664922 ↗
42. Double-tiered capacitive shuttling method for balancing series-connected batteries
43. A fully decentralized control of grid-connected cascaded inverters10.1109/TPWRD.2018.2816813 ↗
44. Andrea · 2010
45. Near-fastest battery balancing by cell/module reconfiguration10.1109/TSG.2019.2915013 ↗
46. Thermal modeling of a cylindrical LiFePO4/graphite lithium-ion battery10.1016/j.jpowsour.2009.10.105 ↗
47. A review of the electrochemical performance of alloy anodes for lithium-ion batteries10.1016/j.jpowsour.2010.07.020 ↗
48. Experimental study of fractional-order models for lithium-ion battery and ultra-capacitor: modeling, system identification, and validation10.1016/j.apenergy.2020.115736 ↗
49. A framework for state-of-charge and remaining discharge time prediction using unscented particle filter10.1016/j.apenergy.2019.114324 ↗
50. Model migration based battery power capability evaluation considering uncertainties of temperature and aging10.1016/j.jpowsour.2019.227141 ↗
51. An overview and comparison of online implementable SOC estimation methods for lithium-ion battery10.1109/TIA.2017.2775179 ↗
52. Low-complexity online estimation for LiFePO4 battery state of charge in electric vehicles10.1016/j.jpowsour.2018.05.082 ↗
53. A rapid online calculation method for state of health of lithium-ion battery based on coulomb counting method and differential voltage analysis10.1016/j.jpowsour.2020.228740 ↗
54. VCT protection IC for Li-ion battery
55. Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries10.1016/j.apenergy.2008.11.021 ↗
56. Determination of the load capability for a lithium-ion battery pack using two time-scale filtering10.1016/j.jpowsour.2020.229056 ↗
57. Data-driven battery health prognosis using adaptive Brownian motion model10.1109/TII.2019.2948018 ↗
58. Accuracy of Hall-effect current measurement transducers in automotive battery management applications using current integration
59. New digital-controlled technique for battery charger with constant current and voltage control without current feedback10.1109/TIE.2011.2167115 ↗
60. A Li-ion battery string protection system
61. High accuracy open-type current sensor with a differential planar Hall resistive sensor10.3390/s18072231 ↗
62. Ramsden · 2011
63. Current sensing techniques: A review10.1109/JSEN.2009.2013914 ↗
64. On-chip Wide Range Bidirectional Current Sensor for Li-ion Battery Management System
65. A±5A battery current sensor with±0.04% gain error from− 55 C to+ 125 C
66. Research on li-ion battery management system
67. Dickinson · 2002 · 279
68. An overview of integratable current sensor technologies
69. Novel battery charging regulation system for photovoltaic applications10.1049/ip-epa:20040219 ↗
70. Designing a new generalized battery management system10.1109/TIE.2003.817706 ↗
71. Multi-site on-chip current sensor for electromigration monitoring
72. A CMOS Temperature Sensor With a Voltage-Calibrated Inaccuracy of ±0.15C (3σ) From -55C to 125C10.1109/JSSC.2012.2214831 ↗
73. A micropower battery current sensor with±0.03%(3σ) inaccuracy from− 40 to+ 85 C
74. Hoban · 2009
75. A lithium-ion battery current estimation technique using an unknown input observer10.1109/TVT.2017.2657520 ↗
76. A flexible three-in-one microsensor for real-time monitoring of internal temperature, voltage and current of lithium batteries10.3390/s150511485 ↗
77. Integrated microsensor for real-time microscopic monitoring of local temperature, voltage and current inside lithium ion battery10.1016/j.sna.2016.10.011 ↗
78. A fault-tolerant voltage measurement method for series connected battery packs10.1016/j.jpowsour.2016.01.057 ↗
79. A relative state of health estimation method based on wavelet analysis for lithium-ion battery cells
80. Online state-of-health estimation for lithium-ion batteries using constant-voltage charging current analysis10.1016/j.apenergy.2018.01.010 ↗
81. Li · 2009
82. Sobue · 2008
83. Hidaka · 2007
84. Electropolymerized supermolecule derived N, P co-doped carbon nanofiber networks as a highly efficient metal-free electrocatalyst for the hydrogen evolution reaction10.1039/C6TA05863A ↗
85. Fault-tolerant computing: Fundamental concepts10.1109/2.56849 ↗
86. A sensor fault detection and isolation method in interior permanent-magnet synchronous motor drives based on an extended Kalman filter10.1109/TIE.2013.2244537 ↗
87. A survey of fault detection, isolation, and reconfiguration methods10.1109/TCST.2009.2026285 ↗
88. Battery cell identification and SOC estimation using string terminal voltage measurements10.1109/TVT.2012.2203160 ↗
89. In-situ monitoring of temperature and voltage in lithium-ion battery by embedded flexible micro temperature and voltage sensor10.1016/S1452-3981(23)14365-3 ↗
90. Fast charging control for battery packs with combined optimization of charger and equalizers
91. Optimal charging control for lithium-ion battery packs: a distributed average tracking approach10.1109/TII.2019.2951060 ↗
92. A novel charged state prediction method of the lithium ion battery packs based on the composite equivalent modeling and improved splice Kalman filtering algorithm10.1016/j.jpowsour.2020.228450 ↗
93. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell10.1149/1.2221597 ↗
94. Comparison of modeling predictions with experimental data from plastic lithium ion cells10.1149/1.1836921 ↗
95. Simulation and optimization of the dual lithium ion insertion cell10.1149/1.2054684 ↗
96. Hariharan · 2017
97. Online estimation of the state of charge of a lithium ion cell10.1016/j.jpowsour.2006.04.146 ↗
98. Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 2. Modeling and identification10.1016/j.jpowsour.2004.02.032 ↗
99. Plett · 2015
100. A comparative study of equivalent circuit models for Li-ion batteries10.1016/j.jpowsour.2011.10.013 ↗