A damage prediction system
The damage prediction system using carbon nanotube-coated cooling plates with integrated electrodes and data analysis addresses the challenge of delayed leak detection in conventional systems, enabling proactive maintenance and improved safety in lithium-ion battery packs.
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- SIRO SILK ROAD TEMIZ ENERJI DEPOLAMA TEKNOLOJILERI SANAYI & TICARET ANONIM SIRKETI
- Filing Date
- 2025-09-22
- Publication Date
- 2026-07-02
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Figure TR2025051168_02072026_PF_FP_ABST
Abstract
Description
[0001] DESCRIPTION
[0002] A DAMAGE PREDICTION SYSTEM
[0003] Technical Field
[0004] The present invention relates to a damage prediction system which enables the resistance of the cooling plates to be measured instantaneously by means of a coating on the cooling plates, and the damage status and damages that may occur in the future to be predicted depending on predefined resistance values.
[0005] Background of the Invention
[0006] Lithium-ion batteries are used in electric vehicles, portable electronic devices, renewable energy storage systems and in many other applications. The efficiency, safety and lifetime of battery packs are of critical importance to control the temperature and cooling of the cells they comprise. Lithium-ion batteries play a fundamental role in the performance and safety of electric vehicles. Efficient and reliable operation of these systems is of critical importance for the widespread adoption of electric vehicle technology. However, leaks caused by damage to the cooling plates used in the cooling systems of battery systems can both adversely affect the performance of the battery and compromise vehicle safety. In conventional cooling systems used today, leaks can often be detected later and can cause serious problems when intervention is delayed. Detecting these leaks before they occur and informing the end user and technical services when damage may occur is of great importance to prevent major damage. For this reason, today, there is a need for solutions that enable precautions to be taken in advance by predicting the damage status of the cooling plates.
[0007] The Japanese patent document no. JP2022181011A, an application included in the state of the art, discloses a battery cooling system that reduces damage byelectrode coating. The invention subject to the said Japanese patent document aims to provide a technique that reduces the damage applied to the battery by an electrode layer. The respective battery unit consists of a battery module in which a plurality of electrode sheets are laminated along a first direction; and a cooling plate which is arranged so as to be overlapped onto a front surface of the battery module. Each electrode sheet comprises a coated part having an active material on at least one front surface; and an uncoated part adjacent to the coating part and having no active material on both sides of them. The cooling plate comprises a body plate that is opposite to the coated part and cools the battery module; and at least one sensor holder that is attached along an outer edge of the body plate and holds a sensor for detecting information related to the battery module. In the battery unit, a boundary between the coated part and the uncoated part in each electrode sheet and a boundary between the body plate and the sensor holder on a contact surface of the cooling plate are not overlapped in a section extended in parallel with each other in view along a first direction.
[0008] Summary of the Invention
[0009] An object of the present invention is to realize a damage prediction system which enables the resistance of the cooling plates to be measured instantaneously by means of a coating on the cooling plates, and the damage status and damages that may occur in the future to be predicted depending on predefined resistance values.
[0010] Detailed Description of the Invention
[0011] “A Damage Prediction System” realized to fulfil the objective of the present invention is shown in the figure attached, in which:
[0012] Figure l is a schematic view of the inventive damage prediction system.The components illustrated in the figure are individually numbered, where the numbers refer to the following:
[0013] 1. System
[0014] 2. Plate
[0015] 3. Electrode
[0016] 4. Processing unit
[0017] An inventive system (1) which enables the damage status of cooling plates and damages that may occur in the future to be predicted comprises;
[0018] at least one cooling plate (2) which is coated with a mixture comprising carbon nanotubes and comprises, at the ends thereof, at least two electrodes (3) configured to enable voltage and current to be applied and electrical resistance changes occurring after voltage and current application to be shared; and
[0019] at least one processing unit (4) which is configured to enable current and voltage to be supplied to the cooling plate (2) via electrodes (3); to monitor in real time the resistance changes occurring depending on the voltage and current supplied and to collect data; to analyze the collected data; to obtain information on the health status of the cooling plates (2) by using algorithms for damage detection; to predict damage on the cooling plates (2) after analysis and to associate the damage status with a future date.
[0020] The cooling plate (2) included in the inventive system (1) comprises two electrodes (3), one at each end, and is configured to exchange data with the processing unit through the electrodes (3). The cooling plate (2) is configured to share with the processing unit (4) data on changes in electrical resistance that occur after the voltage and current applied through the electrodes (3). The cooling plates (2) provide data to the processing unit (4) about the electrical resistance changes occurring thereon, the temperature changes and possible damages of theplates. Surface is protected by the coating comprising nanotubes on the cooling plate (2) and its thermal conductivity properties are increased.
[0021] The processing unit (4) included in the inventive system (1) is configured to be in communication with the cooling plate (2); to apply voltage and current through the said communication; to monitor in real time the electrical resistance changes occurring after the applied voltage and current; to keep a record of the data; and to generate predictions about the health and damage status of the battery by analyzing the data. The processing unit (4) is configured to analyze resistance change data of the cooling plates (2) in comparison with predefined resistance values; to use algorithms for damage detection; and to obtain information on the health status of each cooling plate (2). The processing unit (4) is configured, based on the results of the analysis, to predict potential damage on the cooling plates (2); to associate the said damages with a future date; and to enable battery pack maintenance to be planned and fault conditions to be identified in advance.
[0022] The processing unit (4) included in the inventive system (1) is configured to compare the electrical resistance values monitored after current and voltage application with predefined values and to make predictions about the health status of the cooling plates (2). In this way, end users and technical services will be able to access information about the health status of the cooling plates (2) through the processing unit (4).
[0023] By means of the inventive system (1), damage on the battery pack cooling plates (2) can be detected early. For this, the resistance changes of the cooling plates (2) are monitored and their internal damage is tried to be predicted by comparing them with historical data, thus unexpected failures are prevented. At the same time, the processing unit (4) enables future damages to be predicted by associating potential damages to the plates with a future date by using data analysis and algorithms. In this way, costs are reduced by planning maintenance.Within these basic concepts; it is possible to develop various embodiments of the inventive “A Damage Prediction System (1)”; the invention cannot be limited to examples disclosed herein and it is essentially according to claims.
Claims
CLAIMS1. A system (1) which enables the damage status of cooling plates and damages that may occur in the future to be predicted; characterized byat least one cooling plate (2) which is coated with a mixture comprising carbon nanotubes and comprises, at the ends thereof, at least two electrodes (3) configured to enable voltage and current to be applied and electrical resistance changes occurring after voltage and current application to be shared; andat least one processing unit (4) which is configured to enable current and voltage to be supplied to the cooling plate (2) via electrodes (3); to monitor in real time the resistance changes occurring depending on the voltage and current supplied and to collect data; to analyze the collected data; to obtain information on the health status of the cooling plates (2) by using algorithms for damage detection; to predict damage on the cooling plates (2) after analysis and to associate the damage status with a future date.
2. A system (1) according to Claim 1; characterized by the cooling plate (2) which comprises two electrodes (3), one at each end, and is configured to exchange data with the processing unit through the electrodes (3).
3. A system (1) according to Claim 1 or 2; characterized by the cooling plate (2) which is configured to share with the processing unit (4) data on changes in electrical resistance that occur after the voltage and current applied through the electrodes (3).
4. A system (1) according to any one of the preceding claims; characterized by the cooling plates (2) which provide data to the processing unit (4) about the electrical resistance changes occurring thereon, the temperature changes and possible damages of the plates.
5. A system (1) according to any one of the preceding claims; characterized by the cooling plate (2), the surface of which is protected by the coating comprising nanotubes thereon and the thermal conductivity properties of which are increased.
6. A system (1) according to any one of the preceding claims; characterized by the processing unit (4) which is configured to be in communication with the cooling plate (2); to apply voltage and current through the said communication; to monitor in real time the electrical resistance changes occurring after the applied voltage and current; to keep a record of the data; and to generate predictions about the health and damage status of the battery by analyzing the data.
7. A system (1) according to any one of the preceding claims; characterized by the processing unit (4) which is configured to analyze resistance change data of the cooling plates (2) in comparison with predefined resistance values; to use algorithms for damage detection; and to obtain information on the health status of each cooling plate (2).
8. A system (1) according to any one of the preceding claims; characterized by the processing unit (4) which is configured, based on the results of the analysis, to predict potential damage on the cooling plates (2); to associate the said damages with a future date; and to enable battery pack maintenance to be planned and fault conditions to be identified in advance.
9. A system (1) according to any one of the preceding claims; characterized by the processing unit (4) which