111 patents in this list

Updated:

Modern EV battery packs contain thousands of cells operating at voltages up to 800V and currents exceeding 500A, with individual cell monitoring requirements down to millivolt precision. These systems must maintain measurement accuracy across temperature ranges from -40°C to 85°C while detecting subtle voltage signatures that can indicate imminent thermal events.

The fundamental challenge lies in achieving precise, high-speed monitoring of numerous cells while maintaining signal integrity across harsh automotive environments and electromagnetic interference.

This page brings together solutions from recent research—including temperature-regulated current shunts, voltage rebound detection systems, ranking-based cell imbalance monitoring, and wavelet-based thermal event prediction. These and other approaches focus on early detection of potential failures while maintaining measurement accuracy during normal operation.

1. External Method for Assessing Electric Vehicle Battery Performance via Detachable Charging Device with Variable Current Modulation

VOLYTICA DIAGNOSTICS GMBH, 2025

Method to determine the performance of electric vehicle batteries without accessing the internal vehicle electronics. The method involves using an external charging device that can be detached from the vehicle. Current and voltage are measured outside the vehicle while applying a variable current increase or decrease to the battery. This allows determining the battery's resistance and performance without influencences from vehicle components. Environmental conditions like temperature are also factored in to compensate for parasitic effects.

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2. Integrated Circuit Board with Plating Layer for Concurrent Temperature and Voltage Measurement of Battery Cells

SAMSUNG SDI CO., LTD., 2025

Temperature measurement apparatus for accurately measuring the temperature of a battery cell in a battery pack. The apparatus uses a temperature sensor mounted on an integrated circuit board that contacts the battery cell's lead. A plating layer on the board allows current to flow between the battery and the integrated circuit board. This enables simultaneous voltage/current and temperature measurement using a single structure on opposite board surfaces. This optimizes battery module assembly by measuring voltage, current, and temperature with a single device.

3. Battery Cell Short Circuit Risk Assessment via Self-Discharge Current and Voltage Monitoring

HYUNDAI MOTOR COMPANY, KIA CORPORATION, 2025

Determining short circuit risk in battery cells after manufacturing to reduce fire hazards. The technique involves monitoring self-discharge current and voltage during cell standby periods to calculate a total resistance. If the calculated resistance is below a threshold, it indicates accelerated short circuit degradation and raises a short circuit risk alert.

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4. Single-Device Isolation Resistance Monitoring System for High-Voltage Battery and Link in Electric Vehicles

Cypress Semiconductor Corporation, 2025

Isolation resistance monitoring for battery management systems (BMS) in electric vehicles (EVs) that enables accurate and cost-effective isolation resistance measurement for both the high-voltage (HV) battery pack and the floating high-voltage link side when disconnected. The monitoring uses a single device and power supply powered from the 12V auxiliary voltage of the EV. The device applies a test voltage from the auxiliary supply to a resistor, measures the resulting current, and calculates the isolation resistance. This allows isolation resistance monitoring for both the HV pack and link sides using just one device and power source, simplifying and reducing cost compared to separate monitoring for each side.

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5. Digital Display Power Switch with Integrated Rotating Assembly and Conductive Sheet Connection

XiaMen YiDongsheng Technologies Co Ltd, 2025

Digital display power switch that has an integrated display inside the switch housing to provide real-time monitoring of electrical parameters like load current and battery voltage. The switch has a rotating assembly, a conducting assembly, and a display assembly. The display is enclosed in the rotating assembly but not touching it. The rotating shaft connects to the display via a conductive sheet. The switch also has a post that passes through the rotating assembly and connects to the display. This allows the display to be seen through the switch housing. The conducting element connects to the circuit board inside the display.

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6. Power Module with Integrated Lead-Based Current Sensing Structure

Hyundai Motor Company, Kia Corporation, 2025

A power module for electric vehicles with integrated current sensing capability. The module has semiconductor chips mounted on a substrate and a lead with an extended portion connected to the substrate and protruding outward. The lead has a resistance portion between the substrate end and the protruding end. This integrated lead structure serves as a current sensor without requiring a separate external sensor or internal resistors. The extended lead protrusion provides access to measure current flowing through the module.

7. Battery Cell Management Chip with Real-Time Parameter Monitoring and Wireless Communication for Individual Cell Regulation

BYD COMPANY LIMITED, 2025

Battery cell management chip for individual battery cells in a battery pack that enables real-time monitoring and protection of each cell to improve battery life and performance. The chip acquires parameters like voltage, temperature, and stress from the cell, compares them to dynamic thresholds, and adjusts cell operation if needed. It also wirelessly communicates with the pack controller to coordinate cell balancing and protection. The chip reduces cell failure risks compared to pack-level monitoring by detecting faults early and preventing cascading failures.

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8. Voltage Rebound Monitoring for Thermal Event Detection in Parallel-Connected Battery Cells

Ford Global Technologies, LLC, 2024

Detecting thermal events in parallel-connected battery cells of an electric vehicle battery pack using voltage rebound monitoring. The technique involves confirming a voltage rebound in a group of parallel-connected cells as a faster and more effective way to detect thermal events compared to just monitoring voltage drop below a threshold. The voltage rebound is a characteristic voltage behavior during thermal propagation in parallel cells where the voltage rebounds slightly after an initial drop. Detecting this rebound along with other conditions like high temperature or pressure confirms a thermal event.

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9. Battery Pack Monitoring System with Thermal Runaway Prediction via Charging Response Analysis

GM Global Technology Operations LLC, 2024

Predicting and preventing thermal runaway in battery packs used in vehicles to prevent cascading cell failures. The method involves monitoring cell parameters like voltage, current, and temperature during charging to determine the charging response. This response is then analyzed to estimate the likelihood of thermal runaway. The vehicle operation can then be controlled to prevent runaway based on this predicted risk.

10. Battery Monitoring System with Temporal Cell Voltage Ranking Analysis for Imbalance and Thermal Runaway Detection

GM GLOBAL TECHNOLOGY OPERATIONS LLC, 2024

Battery monitoring system for electric vehicles that detects potential cell imbalances and thermal runaway risks by ranking cell voltages and analyzing the ranking differences over time. The system uses a sensor to get cell voltages, sorts them into a ranking, repeats the ranking at regular intervals, and compares the changes. If a cell's ranking consistently lags behind, it indicates potential imbalance. If adjacent cells' rankings increase while the lagging cell's stays low, it indicates thermal runaway risk. The system uses this analysis to control battery operation and predict thermal runaway.

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11. Battery Management System with Predictive Voltage Estimation and Anomaly Detection Using Adaptive Learning Algorithm

LG ENERGY SOLUTION LTD, 2024

Battery management system that can detect battery degradation and abnormal behavior more accurately than existing methods. The system estimates future battery voltage based on current and initial voltage during a period, then compares it to actual voltage during the next period. If the difference exceeds a threshold, it indicates abnormality. The system learns a relationship between current and voltage using an algorithm, then updates it periodically. This allows estimating voltage for replaced batteries using the stored algorithm.

12. Electric Vehicle Thermal Runaway Detection System with Time-Windowed Voltage Characteristic Analysis

ZHEJIANG ZEEKR INTELLIGENT TECHNOLOGY CO., LTD., VIRIDI E-MOBILITY TECHNOLOGY (NINGBO) CO., LTD., ZHEJIANG GEELY HOLDING GROUP CO., LTD., 2024

Early warning system to detect thermal runaway risk in electric vehicles before it becomes critical. The system monitors cell voltages over time to identify voltage characteristics indicative of thermal runaway. It divides the cell voltage data into time windows based on collection timing, extracts voltage characteristics from each window, and checks if they meet thresholds to determine if the vehicle has a runaway risk. If so, it alerts the user to replace the battery before runaway occurs.

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13. Energy Vehicle Charging Monitoring System with Zigbee-Based Real-Time Data Transmission and Analysis

CHONGQING VOCATIONAL COLLEGE OF ECONOMICS AND TRADE, 2024

New energy vehicle charging safety monitoring system that uses Zigbee communication for real-time monitoring of battery data during charging. The system has a charging module, communication module, processor, cloud storage, real-time monitoring, and alarm modules. It collects battery voltage, temperature, and current during charging and sends the data to the cloud for storage and analysis. The real-time monitoring module displays battery status and estimates SOH. Historical data comparison helps identify battery issues. The alarm module alerts on abnormal data. This allows proactive detection and resolution of charging-related battery problems.

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14. Method for Continuous Parameter Tracking in Vehicle Lithium Batteries with Dynamic Power and Capacity Estimation

UNIV YANCHENG TEACHERS, YANCHENG TEACHERS UNIVERSITY, 2024

Online monitoring method for vehicle lithium batteries to improve safety and longevity by continuously tracking battery parameters like voltage, current, and temperature to accurately estimate battery power and remaining capacity. The monitoring allows proactive management of charging, discharging, and temperature to optimize battery performance and prevent issues like overcharging, overdischarging, or overheating.

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15. Battery Monitoring System with Central Controller and Dual-Host Architecture for Real-Time Data Acquisition

XIAN FUSAITE TECH CO LTD, XIAN FUSAITE TECHNOLOGY CO LTD, 2024

Smart battery monitoring system to improve battery reliability, performance, and lifespan. The system uses a central controller connected to a battery pack monitoring host and a battery management system host. The battery pack host has modules to measure voltage, temperature, internal resistance, and SOC/SOH of individual batteries. The battery management host monitors pack voltage, current, and temperature. The controller, monitoring center, and cloud server provide real-time monitoring, protection, and early warning against issues like thermal runaway, open circuits, overvoltage, etc. The system enables comprehensive battery performance analysis, balancing, and optimization to extend battery life.

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16. System for Real-Time Monitoring and Control of Individual Rechargeable Battery Cells with Onboard Sensors and Centralized Data Processing

LITIOHM SPA, 2023

Real-time monitoring and control of individual rechargeable battery cells in a battery bank to detect and prevent faults, optimize performance, and extend life. The method involves measuring voltage, current, and temperature of each cell using onboard sensors, and sending the data to a central unit. The unit calculates cell state, health, charge/discharge times, and replacement time. It stores the data and compares against ranges. If outside, it initiates preventive/corrective actions like regulating energy flow or alerting. This allows precise real-time monitoring and control of each cell to anticipate and address issues before they spread to the bank.

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17. Vehicle Battery Pack System with Thermal Runaway Detection and Mitigation Using Voltage and Temperature Analysis

GM GLOBAL TECHNOLOGY OPERATIONS LLC, 2023

Detecting and mitigating thermal runaway in vehicle battery packs to prevent cell fires. The method involves monitoring cell voltage and temperature in a vehicle battery pack. If a cell short occurs, it analyzes the voltage signal using techniques like wavelet transforms and power spectra to detect rapid voltage modulations and energy releases indicating thermal runaway. If runaway is confirmed, it initiates actions like stopping charging, releasing pressure, cooling, warning, and contacting emergency services.

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18. Rechargeable Battery Pack Thermal Runaway Detection System with Heat Transfer Plate Sensors

GM GLOBAL TECHNOLOGY OPERATIONS LLC, 2023

Monitoring system for detecting thermal runaway in rechargeable battery packs using sensors on the heat transfer plates between cells. The sensors monitor parameters like wave attenuation, temperature, or impedance to detect if the plate temperature exceeds a threshold indicative of a runaway event. This allows earlier detection and mitigation of thermal runaway compared to just monitoring the cells themselves. The sensors can be ultrasonic, temperature, or thin wire circuits.

19. Battery Cell Thermal Runaway Detection System Using Voltage Discrepancy Analysis with Multiple Sensing Lines

Hyundai Motor Company, 2023

Detecting thermal runaway of battery cells in electric vehicles to quickly alert occupants of potential fire hazards. The system uses multiple sensing lines to monitor battery voltages. Main lines connect to individual cells to measure their voltages. Auxiliary lines connect to input and output terminals of the battery module. By comparing the sum of cell voltages to the module voltage, abnormalities in cells or main lines can be detected. If the cell sum and module voltages match, all is normal. If they differ, further checks are made. If module voltage is normal, the main lines are faulty. If module voltage is abnormal, the cells have runaway. This rapid detection allows warning occupants before serious damage occurs.

20. Battery Monitoring System with Modular Data Acquisition and Wireless Transmission for Electric Vehicles

GUANGZHOU RAILWAY TECH DEVELOPMENT CO LTD, GUANGZHOU RAILWAY TECHNOLOGY DEVELOPMENT CO LTD, 2023

Real-time monitoring system for batteries in electric vehicles like locomotives to detect battery health and predict failure. The system uses a data acquisition unit with separate modules for measuring battery voltage, current, and temperature. It connects to the battery terminals and samples the voltage cyclically. The data is converted and sent wirelessly to external equipment. The modules with current limiting resistors allow selective voltage acquisition by switching. This allows monitoring individual battery cells to diagnose problems.

21. Battery Health Monitoring System Utilizing Post-Start Voltage Analysis

22. Battery Monitoring System Utilizing Dual Shunt Resistors with Temperature Compensation and Synchronized Current Measurement

23. Wireless Synchronous Voltage and Current Acquisition System for Battery Monitoring

24. Battery Connector with Integrated Thermal Cutoff and Temperature-Sensitive Resistor

25. Battery State of Charge Calculation Using Real-Time Voltage Adjustment via Internal Resistance Compensation

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