Electric vehicle battery packs contain thousands of cells operating at voltages above 400V, with individual cell temperatures varying by up to 15°C during normal operation. Accurate temperature measurement is critical, yet traditional sensor placement methods often introduce measurement delays or create electrical isolation challenges that compromise safety and performance.

The fundamental challenge lies in achieving precise real-time temperature monitoring of individual cells while maintaining electrical isolation and minimizing thermal mass effects on the measurements.

This page brings together solutions from recent research—including thermally conductive intermediary structures, optical fiber sensing membranes, remote temperature-sensitive patches, and fault-tolerant sensor networks. These and other approaches focus on practical implementations that balance measurement accuracy with safety requirements in high-voltage environments.

1. AC-Powered Battery Pack Heating and Charging System with Integrated Temperature-Controlled Heating Circuit and Synchronized Current Injection

GM GLOBAL TECHNOLOGY OPERATIONS LLC, 2025

System and control methodology for heating and charging battery packs using AC power, enabling rapid and efficient thermal management. The system integrates AC power delivery with a temperature-controlled heating circuit, where the heating element is controlled by a temperature sensor. The charging circuit includes rectifier switches, a transformer, and a series switch. During charging, the charging circuit injects AC current into the battery through the series switch, while the heating circuit injects DC current through a transformer and series switch. This synchronized operation ensures uniform heat distribution across the battery pack.

2. Closed Fluid Network Thermal Regulation System with Mode-Switching for Vehicle Battery Modules

PLASTIC OMNIUM CLEAN ENERGY SYSTEMS RESEARCH, 2025

Thermal regulation system for vehicle batteries that provides safe and reliable operation of high-power batteries in vehicles. The system uses a closed fluid network with a pump to circulate dielectric heat transfer fluid through the battery modules. Temperature sensors monitor the battery and the fluid. A control unit switches between free circulation, heating, and cooling modes based on sensor readings. This allows precise temperature control of the batteries without relying solely on ambient cooling or active cooling devices.

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3. Liquid Cooling Module with Integrated Protrusion-Mounted Temperature Sensor

SHENZHEN YINWANG INTELLIGENT TECHNOLOGIES CO LTD, 2025

A liquid cooling module for vehicles that simplifies the deployment of a temperature sensor to monitor cooling fluid temperature inside the module. The module has a cold plate with a protrusion on one side. The circuit board is attached to the main body of the cold plate using the protrusion as a fastener. The temperature sensor is located on the circuit board adjacent to the protrusion. The sensor is connected to the protrusion using a thermally conductive medium to measure the cooling fluid temperature. This eliminates the need for a separate installation process for the temperature sensor.

4. Electric Vehicle Battery Temperature and Power Management System with Integrated Heating and Consumption Control

KABUSHIKI KAISHA TOYOTA JIDOSHOKKI, 2025

System for controlling battery temperature and power consumption in electric vehicles to avoid battery voltage drop without sacrificing driving range. The system has a temperature sensor, heater, battery controller, and drive controller. When the battery temperature is low but charge is high, the drive controller instructs the battery controller to heat the battery. When the battery temp is low and charge is low, the drive controller limits power consumption. This prevents voltage drop due to increased internal resistance when heating is stopped. By balancing heating and power limits, the system extends battery life without sacrificing range.

US2025125436A1-patent-drawing

5. Portable Multi-Sensor Testing Device with Automated Sequential Sensor Evaluation and Diagnostic Capability

LEONARDO S PEREIRA, 2025

A portable device for testing multiple temperature sensors simultaneously in the field without requiring user intervention to select which sensor to test. The device automatically tests each connected sensor in sequence and provides results for leakage current, functionality, and temperature accuracy. It can detect short circuits, broken sensors, and disconnections. This improves efficiency compared to manually testing one sensor at a time.

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6. Smart Temperature Sensor Using Ring Oscillators and All‐Digital Sigma‐Delta Modulator in 180‐nm Technology

ivan porin tolic, michael kleinschuster, gregor schatzberger - Wiley, 2025

ABSTRACT A ratiometric time‐domain temperature sensor is presented in this work. The front‐end of the generates two temperature‐dependent currents: proportional to absolute (PTAT) and complementary (CTAT), which bias ring oscillators, first PTAT clock second CTAT clock. clocks are combined within an all‐digital sigma–delta converter consisting up/down counter, a Flip‐Flop, 12‐bit counter. occupies area only 0.019 mm 2 , gives it advantage over vast majority smart sensors 180‐nm technology, including some lower nodes. min/max accuracies measured 12 parts −0.6/+6.6°C achieved with 1‐point −2.7/+2.3°C 2‐point trimming. nominal resolution 0.3°C (effective 0.37°C ENOB 8.8 bits) measuring range −40 125°C.

7. Low-Temperature Performance and Durability of Electric Vehicle Battery Cells Under Isothermal Conditions

steven recoskie, dean d macneil, k darcovich - Multidisciplinary Digital Publishing Institute, 2025

Electric vehicle (xEV) battery durability significantly impacts the long-term operation, consumer satisfaction, and market adoption of xEVs. As driving range diminishes over time, it affects service life lifecycle GHG emissions. Measuring full xEV batteries in laboratory tests presents technical logistical challenges, necessitating representative measurements for parameterizing numerical models. These models are crucial predicting performance rely on high-quality experimental data. While aging trends under extreme temperatures documented, cell thermal contact conditions suitable direct model input not well characterized. This study investigates lithium-ion cells from three types, cycled at constant currents C/40 to 1C, between −15 °C +45 °C, 1000 cycles a multi-year campaign. Stable isothermal were achieved using custom-built liquid immersion baths with forced convection, highlighting fundamental electrochemical behaviors by decoupling complex self-heating typically monitored air environments. The data inform validate physics-based temperature-dependent durability, providing oper... Read More

8. Electrical Module with Integrated Sensor Circuitry and Cell Contact System for Enhanced Signal Accuracy

EVE ENERGY CO LTD, 2025

Electrical module and battery pack design for improving voltage and temperature collection accuracy in electric vehicles. The design brings the cell voltage and temperature sensors closer to the module's electrical interface to reduce signal transmission length. This is done by integrating the sensor circuitry into the module instead of using separate sensors and cables. The module has a cells contact system to collect voltages and temperatures, and an on-board cell supervision circuit with analog front ends to convert the signals. This reduces the length of analog signal transmission compared to conventional designs with separate sensors and cables. The closer proximity of the sensors to the module interface reduces transmission path interference and improves voltage and temperature accuracy.

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9. Integrated Vehicle Monitoring System with Real-Time Detection of Tire Pressure, Engine Temperature, and Battery Health

THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY, 2025

Vehicle safety monitoring system that detects tire pressure, engine temperature, and battery health in real-time to prevent accidents. The system integrates tire pressure monitoring, engine temperature monitoring, and battery health monitoring through a networked architecture. It uses advanced sensors to detect tire pressure drops, engine temperature anomalies, and battery cell health indicators. The system automatically alerts the driver through audible and visual warnings, with automatic intervention when critical conditions are detected. The system also integrates with vehicle management systems to enable remote monitoring and emergency response capabilities.

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10. Battery Pack Health Diagnosis System with Individual Cell Voltage and Temperature Monitoring and Predictive Balancing

KIA CORP, 2025

Diagnosing battery pack health through precise voltage and temperature monitoring. The system measures and analyzes the voltage and temperature of individual battery cells, then applies predictive balancing to restore their normal operating ranges. The monitoring process continues until the battery pack's voltage reaches a predetermined cutoff point, enabling the system to diagnose cell health based on the remaining voltage, temperature, and average values.

11. Energy Storage Battery Pack Cooling System with Individually Controlled Fan Speeds Based on Module Temperature Sensors

ZHEJIANG GEELY HOLDING GROUP CO LTD, ZHEJIANG ZEEKR INTELLIGENT TECHNOLOGY CO LTD, VIRIDI E-MOBILITY TECHNOLOGY CO LTD, 2025

Thermal management system for energy storage battery packs that improves cooling efficiency and extends battery life by individually controlling fan speeds based on module temperatures. Each battery pack has a temperature sensor, fan, and controller. The controllers adjust fan duty cycles based on module temperature compared to a threshold. This allows fan speeds to vary pack-to-pack since temperatures can differ. By tailoring cooling to each pack's heat needs, it prevents hotspots and improves pack consistency.

12. Flexible Battery Pack with J-Shaped Layout and Independent Exhaust Control for Thermal Management

BOARD OF REGENTS THE UNIVERSITY OF TEXAS SYSTEM, 2025

A flexible battery pack design and thermal management system for electric vehicles that enables better cooling of the battery pack and prevents hot spots. The pack has a J-shaped layout with four sections, an intake port, and two exhaust ports. Two control valves can independently adjust the flow of cooling fluid from each exhaust port. Sensors measure temperatures in the two sets of batteries. This allows real-time, adaptive cooling based on the temperature difference between sections. The J-shaped layout and separate exhaust valves provide flexibility to optimize cooling for variable conditions.

13. Battery Module with PTC Thermistor Network for Single-Port Temperature Sensing and Overcharge Protection

LG ENERGY SOLUTION LTD, 2025

Battery module with integrated temperature sensing and overcharge protection that uses only one input port of the protection IC chip to detect high cell temperatures. A series of positive temperature coefficient (PTC) thermistors surround each cell and connect to the IC input. When any cell temperature exceeds a threshold, the voltage drop across the PTCs changes and triggers overcharge blocking through the IC.

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14. Battery Pack with Composite Panel for Integrated Temperature and Swelling Monitoring

AMOGREENTECH CO LTD, 2025

Battery pack with integrated temperature and swelling monitoring to improve safety and performance. The pack has a composite panel that attaches to the cell surface. The panel has separate sections for heat dissipation, heating, and sensing. The heating section contains a circuit to generate heat. The sensing section has electronics to measure cell temperature and swelling. This allows active temperature control and swelling detection without needing additional components in the pack.

15. Electric Vehicle Battery Temperature Monitoring System with Periodic Wake-Sleep Cycle and Dynamic Interval Adjustment

NEW FLYER IND CANADA ULC, 2025

Intelligent temperature monitoring and alarm system for electric vehicle batteries to mitigate thermal runaway risks. The system enters a low power sleep mode and wakes periodically to check battery temperature. If below a threshold, it returns to sleep. If above, it enters a first alarm state. This allows longer battery life by reducing unnecessary power draw during temperature checks. The threshold is set above safety limits but below fire threshold. If temperature exceeds a second threshold, a second alarm is triggered. The intervals are dynamically adjusted based on other vehicle data.

16. Battery Storage System Monitoring with Dedicated Device-Based Subset Analysis and Integrated Sensor Data Storage

POWIN LLC, 2025

A monitoring system for battery storage systems that provides accurate and consistent monitoring of individual battery packs to enable reliable warranty and insurance claims. The system involves selectively monitoring a subset of battery packs in a storage system using dedicated monitoring devices rather than relying on lower quality vendor supplied monitoring systems. Each device has sensors to measure pack voltage, temperature, current, and cell voltage/temperature. The data is stored in the device's memory for verification. This provides more accurate and consistent monitoring compared to vendor systems with lower quality components.

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17. Electric Vehicle Charging Plug with Multi-Layer Sealing and Integrated Temperature Monitoring System

VOLEX PLC, VOLEX INTERCONNECT SYSTEMS CO LTD, 2025

Electric vehicle charging plug with improved sealing to prevent moisture ingress while allowing accurate internal temperature monitoring and remote cutoff control. The plug has temperature sensors inside to detect overheating. It has multiple seals around the pins and faceplate to prevent water entry. An outer mold covers everything. The seals around the pins have ledges inside the slots. The outer mold seals cover the seals and lower faceplate parts. This prevents moisture from reaching the sensors. A separate controller cuts power if the plug overheats based on the remote temperature data.

18. Sensor Temperature Determination via Pulse Width Analysis of Output Signals

KNORR-BREMSE SYSTEME FUER NUTZFAHRZEUGE GMBH, 2025

Determining temperature in a sensor using the pulse width of its output signals. The sensor transmits pulses according to a protocol. By measuring the pulse width and comparing it to reference data, the temperature in the sensor can be inferred. The reference data is obtained by repeatedly transmitting sensor data during production when the sensor is being heated and cooled. The pulse width-temperature relationship is gauged during these steps.

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19. Optimization of gravity heat pipe-air hybrid thermal management system for power batteries in high-rate scenarios

jinhui zhao, xu wang, bing jiang - IOP Publishing, 2025

Abstract This paper proposes a gravity heat pipe-air hybrid temperature control system to address the inadequate dissipation in power batteries under high-rate discharge conditions when using single cooling methods. The system’s performance was evaluated for series-arranged battery packs at rates above 5C. Results show that effectively meets thermal management requirements 3-cell 5C, but as number of cells increases seven, degrades, with uniformity exceeding 5 °C threshold, leading failure. To resolve this, “C-shaped” configuration adopted improved pack arrangement. Further analysis demonstrates optimized manages up 7C within air span 20 35 °C.

20. Base Plate with Integrated NTC Sensor for Direct Battery Temperature Measurement

EVE ENERGY CO., LTD., 2025

Temperature collecting device for batteries that simplifies assembly and improves temperature measurement accuracy. The device has a base plate with an integrated NTC sensor and encapsulation. The base plate connects to FPC and busbars instead of complex sensor fixtures. This allows direct contact with cell surfaces for temperature measurement. It eliminates the need for separate sensor fixing structures. The base plate design provides better heat dissipation, faster assembly, and easier temperature data transfer compared to traditional sensor mounting.

21. Battery Cell Temperature Sensing System with Compact Sensor Body and Dual Support Structure

22. Battery Thermal Management System with Targeted Heating Activation for Thermal Runaway Containment

23. Integrated Battery Cell Temperature Probe with Overlapping Coated Materials for Voltage-Based Thermal Sensing

24. Battery Temperature Measurement Using Integrated Circuit with Self-Heating Compensation

25. Battery Pack Cell Thermal Management Assembly with Independent Fluid Flow Control and Thermal Insulation

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