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Sensors Innovations for Smart Lithium-Based Batteries: Advancements, Opportunities, and Potential Challenges
Jamile Mohammadi Moradian1,2, Amjad Ali3,4, Xuehua Yan5,6
1Institute for Advanced Materials, School of Materials Science and Engineering, Jiangsu University, Zhenjiang, 212013, People's Republic of China.
Nano-Micro Letters
|May 27, 2025
Summary
Advanced sensors enhance lithium-based battery safety and performance. Integrating various sensor types with smart algorithms improves monitoring, efficiency, and reliability for electric vehicles and electronics.
Area of Science:
- Materials Science
- Electrical Engineering
- Chemical Engineering
Background:
- Lithium-based batteries (LiBs) are crucial for electric vehicles and electronics but face safety risks and performance degradation.
- Sophisticated battery management systems (BMS) are essential for continuous monitoring of LiBs.
- Current sensor technologies for LiBs require comprehensive analysis to address safety and performance limitations.
Purpose of the Study:
- To review current sensor technologies for smart LiBs, covering advancements, opportunities, and challenges.
- To classify sensors into safety monitoring (temperature, pressure, gas, etc.) and performance optimization (optical, electrochemical) groups.
- To explore the integration of sensors with advanced algorithms for enhanced LiB management.
Main Methods:
- Comprehensive literature review of sensor technologies for smart LiBs.
- Classification of sensors based on application: safety monitoring and performance optimization.
- Analysis of potential advancements and challenges in LiB sensor integration.
Main Results:
- Safety sensors detect hazardous conditions; performance sensors monitor state of charge and health.
- Integration with algorithms optimizes charging/discharging for efficiency and lifespan.
- Nanotechnology, wireless networks, and machine learning offer future advancements.
Conclusions:
- Advanced sensor integration is key to improving LiB safety, efficiency, and lifespan.
- Addressing challenges like miniaturization, power consumption, and cost is crucial.
- Future research should focus on developing integrated, intelligent sensor systems for next-generation LiBs.

