Patents by Inventor Pingchao Hao

Pingchao Hao has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 12674840
    Abstract: The invention discloses a method, a system and a storage medium for solid-phase concentration correction of a lithium battery.
    Type: Grant
    Filed: June 12, 2023
    Date of Patent: July 7, 2026
    Assignee: Makesense Energy Technology Co., Limited.
    Inventors: Pingchao Hao, Zhiyi Zhang, Yanan Guo, Xiao Yan, Enhai Zhao, Zhou Yang, Zhimin Zhou, Xiaohua Chen
  • Patent number: 12633584
    Abstract: The invention discloses method and apparatus for dynamic management and control of a lithium battery energy storage system and an electronic device. A battery management system (BMS) is configured to read a present operation data stream of each cell. A diagnosis apparatus is configured to extract a key battery parameter of said each cell from the present operation data stream and consistency thereof, compare the key battery parameter with historical data to determine whether a battery module fails, generate a control parameter according to a diagnosis result, and transmit the present operation data stream to an intelligent gateway and the control parameter to the BMS and an energy management system (EMS), to cause the EMS to dynamically change a charging/discharging control parameter for the battery energy storage system according to a present state of the battery energy storage system.
    Type: Grant
    Filed: December 28, 2022
    Date of Patent: May 19, 2026
    Assignee: Makesense Energy Technology Co., Limited.
    Inventors: Xiao Yan, Zhongcai Liu, Pingchao Hao
  • Patent number: 12626786
    Abstract: The invention discloses method and system for predicting working conditions of lithium batteries. The method includes performing a Fourier transform on a physicochemical state quantity distribution function of a solid-phase lithium battery to calculate a physicochemical state quantity distribution series function in a frequency domain and obtain a solid-phase physicochemical state quantity in the frequency domain according to the physicochemical state quantity distribution series function; performing a Laplace transform on a partial differential governing equation set of the solid-phase physicochemical state quantity to obtain a solid-phase ordinary differential equation set in a complex frequency domain and obtain an analytical solution in the time domain through an inverse Laplace transform; and calculating, according to the analytical solution, a predicted value of the working conditions of the solid-phase lithium battery at any location and at any time in the future.
    Type: Grant
    Filed: June 7, 2023
    Date of Patent: May 12, 2026
    Assignee: Makesense Energy Technology Co., Limited.
    Inventors: Danfei Gu, Mingchen Jiang, Siyuan Chen, Weikun Wu, Pei Song, Enhai Zhao, Xiao Yan, Xiaohua Chen, Peng Ding, Pingchao Hao
  • Patent number: 12541183
    Abstract: The invention provides an apparatus and a method for managing an energy storage power station. The apparatus includes: a first main control module communicatively connected with a battery cluster management unit (BCMU) for collecting battery information of the first priority in an energy storage power station system, and performing protection and control on the energy storage power station system according to the battery information of the first priority; and a second main control module communicatively connected with the first main control module and the BCMU, respectively, for collecting battery information of the second priority in the energy storage power station system. The second main control module operably transmits the collected battery information of the second priority to the first main control module. The first main control module operably manages the battery information of the first priority and the battery information of the second priority in a unified manner.
    Type: Grant
    Filed: February 28, 2023
    Date of Patent: February 3, 2026
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Pei Song, Enhai Zhao, Danfei Gu, Pingchao Hao, Peng Ding, Weikun Wu, Guopeng Zhou, Xiao Yan, Xiaohua Chen
  • Patent number: 12540980
    Abstract: The invention provides method and device for battery state-of-charge (SOC) estimation. The method comprises establishing an electrochemical model for a battery; setting an initial value of the current SOC of the battery, and determining an initial distribution of solid-phase lithium ion concentrations in the electrochemical model according to the initial value of the SOC; performing a charge/discharge test on the battery, collecting measured voltage and current of the battery after a first time interval; calculating an output voltage and a distribution of the solid-phase lithium ion concentrations at a current acquisition time based on the measured current and the initial distribution of the solid-phase lithium ion concentrations; and when a voltage difference between the output voltage and the measured voltage is within a preset range, estimating the current SOC value of the battery based on the distribution of the solid-phase lithium ion concentration at the current acquisition time.
    Type: Grant
    Filed: February 28, 2023
    Date of Patent: February 3, 2026
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Pingchao Hao, Danfei Gu, Xiao Yan, Enhai Zhao, Pei Song, Peng Ding, Weikun Wu, Xiaohua Chen
  • Publication number: 20260003003
    Abstract: A method and a system for estimating a state of charge of a battery cluster, an electronic device, and a storage media are provided. The method comprises acquiring target data related to the state of charge; estimating, by an ampere-hour integration method, the state of charge based on the target data, to obtain a first estimated value; inputting the target data into a state-of-charge prediction model to estimate the state of charge and obtain a second estimated value, wherein the prediction model is obtained by training based on sample data; and determining a final estimated value of the state of charge based on the first estimated value, the second estimated value, and a first distance between the target data and the sample data. The method combines the ampere-hour integration method and the prediction model to estimate the state of charge, effectively improving the accuracy of the state of charge estimation.
    Type: Application
    Filed: August 16, 2022
    Publication date: January 1, 2026
    Applicant: Shanghai Makesens Energy Storage Technology Co., Ltd.
    Inventors: Peng DING, Qiong WEI, Enhai ZHAO, Danfei GU, Pingchao HAO, Pei SONG, Xiao YAN, Jie ZHANG
  • Patent number: 12461164
    Abstract: The invention discloses a method, a system, a device, and a medium for detecting a battery state of health. The method includes extracting a target curve segment from a first charging characteristic curve of a battery under test; and determining, according to a corresponding relation between characteristic parameters of the target curve segment and the battery state of health, the battery state of health matching the characteristic parameters of the target curve segment, and determining the battery state of health as the battery state of health of the battery under test. By utilizing said corresponding relation as the calculation basis, the invention improves the reliability and accuracy of the detection of battery state of health detection. The invention also tracks instances of abusive conditions that accelerate battery aging, assessing whether such conditions accelerate battery degradation and issuing warnings accordingly.
    Type: Grant
    Filed: August 24, 2023
    Date of Patent: November 4, 2025
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Peng Ding, Yanwen Zhang, Weikun Wu, Haowen Ren, Zonglin Cai, Guopeng Zhou, Xiaohua Chen, Xiao Yan, Enhai Zhao, Pei Song, Danfei Gu, Pingchao Hao
  • Publication number: 20250314700
    Abstract: A device and a method for calculating a single-particle electrochemical model are provided. The device comprises electrochemical calculation modules, a communication module, and a data forwarding module. The electrochemical calculation modules calculate internal performance of batteries in an energy storage system based on battery data in the energy storage system, and output calculation results. The communication module is connected to the electrochemical calculation modules, and configured to transmit the battery data in the energy storage system to each of the electrochemical calculation modules and output the calculation results output by the electrochemical calculation modules. The data forwarding module is connected to the communication module, the energy storage system, and a cloud server, and configured to obtain the battery data from the energy storage system, forward the battery data to the communication module, and forward the calculation results.
    Type: Application
    Filed: August 16, 2022
    Publication date: October 9, 2025
    Applicant: Shanghai Makesens Energy Storage Technology Co., Ltd.
    Inventors: Pei SONG, Qiong WEI, Danfei GU, Pingchao HAO, Peng DING, Guopeng ZHOU, Xiao YAN, Enhai ZHAO
  • Patent number: 12315356
    Abstract: A battery overheat warning method, a battery overheat warning system, a storage medium, and an electronic device are provided. The battery overheat warning method comprises: obtaining working condition parameters and geometric parameters of a battery; obtaining a theoretical temperature of a target position in the battery based on the working condition parameters and the geometric parameters of the battery; obtaining an actual temperature of the target position in the battery by using a temperature transducer; and sending an overheat warning signal based on the theoretical temperature and the actual temperature of the target position in the battery. The battery overheat warning method has relatively high timeliness and accuracy.
    Type: Grant
    Filed: August 23, 2023
    Date of Patent: May 27, 2025
    Assignee: Shanghai Makesens Energy Storage Technology Co., Ltd.
    Inventors: Pingchao Hao, Xiaohua Chen, Xiao Yan, Enhai Zhao
  • Patent number: 12241936
    Abstract: The invention provides methods, devices and non-transitory tangible computer-readable storage media for estimating a state of charge of a battery and extracting a charging curve of the battery. The method for estimating the state of charge of the battery includes estimating a first state of charge of the battery; determining a charging curve that conforms to the present charging scenario, wherein the present charging scenario is characterized by at least one of parameters including an ambient temperature, a charging rate, an internal resistance, a state of health, a lifespan, and an open circuit voltage of the battery; and correcting the first state of charge according to the charging curve to obtain a final state of charge of the battery.
    Type: Grant
    Filed: January 25, 2023
    Date of Patent: March 4, 2025
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Peng Ding, Xiao Yan, Enhai Zhao, Danfei Gu, Pingchao Hao, Pei Song, Weikun Wu, Xiaohua Chen, Guopeng Zhou, Mingchen Jiang
  • Patent number: 12222395
    Abstract: A method, an apparatus and a device for identifying battery parameters, and a storage medium are provided.
    Type: Grant
    Filed: November 29, 2023
    Date of Patent: February 11, 2025
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Xiaohua Chen, Zhimin Zhou, Qiong Wei, Xiao Yan, Enhai Zhao, Pingchao Hao, Zhou Yang
  • Patent number: 12204827
    Abstract: A method for establishing an electrochemical model for an ion battery is provided. The ion battery includes a negative electrode region, a positive electrode region, and a diaphragm arranged between the negative electrode region and the positive electrode region. The negative electrode region includes a negative electrode current collector, a negative electrode liquid phase and a negative electrode solid phase. The positive electrode region includes a positive electrode current collector, a positive electrode liquid phase and a positive electrode solid phase.
    Type: Grant
    Filed: May 30, 2023
    Date of Patent: January 21, 2025
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Enhai Zhao, Xiao Yan, Xiaohua Chen, Danfei Gu, Pingchao Hao, Pei Song, Peng Ding, Weikun Wu
  • Publication number: 20240295607
    Abstract: A method, an apparatus and a device for identifying battery parameters, and a storage medium are provided.
    Type: Application
    Filed: November 29, 2023
    Publication date: September 5, 2024
    Applicant: Shanghai Makesens Energy Storage Technology Co., Ltd.
    Inventors: Xiaohua CHEN, Zhimin ZHOU, Qiong WEI, Xiao YAN, Enhai ZHAO, Pingchao HAO, Zhou YANG
  • Publication number: 20240289413
    Abstract: Provided are a method and an apparatus for identifying a parameter of a battery model, an electronic device, and a storage medium. The method includes: obtaining to-be-identified parameters from an electrochemical model to form individuals; calculating a first fitness for each individual; determining a cell parameter if any individual has a first fitness less than a fitness threshold; sorting the individuals in an ascending order based on magnitudes of the first fitness, and partition the individuals into two parts in a case that each individual has a first fitness greater than or equal to the fitness threshold; updating to sub-individuals obtained from partition; calculating a second fitness for each individual, compare the second fitness with the first fitness, and retain an individual having a smaller fitness; and terminates if a fitness of the retained individual is less than the fitness threshold.
    Type: Application
    Filed: November 7, 2023
    Publication date: August 29, 2024
    Applicant: Shanghai Makesens Energy Storage Technology Co., Ltd.
    Inventors: Xiaohua Chen, Zhimin Zhou, Qiong Wei, Xiao Yan, Enhai Zhao, Pingchao Hao, Zhou Yang
  • Publication number: 20240273258
    Abstract: A method for establishing an electrochemical model for an ion battery is provided. The ion battery includes a negative electrode region, a positive electrode region, and a diaphragm arranged between the negative electrode region and the positive electrode region. The negative electrode region includes a negative electrode current collector, a negative electrode liquid phase and a negative electrode solid phase. The positive electrode region includes a positive electrode current collector, a positive electrode liquid phase and a positive electrode solid phase.
    Type: Application
    Filed: May 30, 2023
    Publication date: August 15, 2024
    Applicant: Shanghai Makesens Energy Storage Technology Co., Ltd.
    Inventors: Enhai ZHAO, Xiao YAN, Xiaohua CHEN, Danfei GU, Pingchao HAO, Pei SONG, Peng DING, Weikun WU
  • Patent number: 12057558
    Abstract: The invention discloses a system for dynamic management and control of a lithium battery energy storage system and an electronic device. A battery management system (BMS) is configured to read a present operation data stream of each cell. A diagnosis apparatus is configured to extract a key battery parameter of said each cell from the present operation data stream and consistency thereof, compare the key battery parameter with historical data to determine whether a battery module fails, generate a control parameter according to a diagnosis result, and transmit the present operation data stream to an intelligent gateway and the control parameter to the BMS and an energy management system (EMS), to cause the EMS to dynamically change a charging/discharging control parameter for the battery energy storage system according to a present state of the battery energy storage system.
    Type: Grant
    Filed: December 28, 2022
    Date of Patent: August 6, 2024
    Assignee: SHANGHAI MAKESENS ENERGY STORAGE TECHNOLOGY CO., LTD.
    Inventors: Xiao Yan, Dongzheng Wang, Pingchao Hao
  • Publication number: 20240110985
    Abstract: A method for monitoring battery cell data comprises: collecting the first set of the battery cell data in real time; retrieving estimation parameter data corresponding to the first set of the battery cell data from a battery cell parameter database in real time; based on the estimation parameter data of the first set of the battery cell data, processing the first set of the battery cell data through a battery model to acquire the second set of the battery cell data in real time; acquiring an error value between the first set and the second set of the battery cell data in real time; acquiring a monitoring result of the first set of the battery cell data in real time based on the error value and an error threshold, the monitoring result is either the error value being greater than the error threshold, or less than the error threshold.
    Type: Application
    Filed: September 20, 2023
    Publication date: April 4, 2024
    Applicants: Shanghai Makesens Energy Storage Technology Co., Ltd., Shanghai Volta Institute of Digital Battery Energy Storage
    Inventors: Zhimin ZHOU, Pingchao HAO, Zhou YANG, Jie ZHANG, Xuesi ZHANG, Enhai ZHAO, Xiao YAN
  • Publication number: 20240110986
    Abstract: The invention provides a method and system for identifying electrochemical model parameters based on capacity change rate. The method includes: acquiring operating data from an actual operation process of a lithium battery and cleaning an actual operating data set from the operating data; generating a simulated operating data set through simulation of a preset electrochemical model; performing parameter identification based on a preset first loss function, the actual operating data set, and the simulated operating data set; calculating capacity convergence coefficient; comparing capacity convergence coefficient with a preset convergence threshold value; when greater than the preset convergence threshold value, regenerating the simulated operating data set; and when not greater than the preset convergence threshold value, outputting an electrochemical model parameter set as a parameter identification result.
    Type: Application
    Filed: September 22, 2023
    Publication date: April 4, 2024
    Inventors: Pingchao Hao, Xuesi Zhang, Zhimin Zhou, Zhou Yang, Guopeng Zhou, Enhai Zhao, Xiao Yan, Jie Zhang
  • Publication number: 20240069116
    Abstract: The invention discloses a method, a system, an electronic device, and a storage medium for determining performance of a power battery. The method includes the following steps: acquiring historical data of the power battery in at least two charging processes; determining, according to historical data in one charging process, a dQ/dV curve and a direct current internal resistance corresponding to said charging process; calculating a relative change rate of internal resistance capacity in any two charging processes; and determining the performance of the power battery according to the relative change rate of internal resistance capacity and a relative change rate of internal resistance capacity range corresponding to fault type. The invention can effectively determine whether the performance of the power battery is abnormal by combining, in the two charging processes, the target peak value of a dQ/dV curve of the power battery and the change in direct current internal resistance.
    Type: Application
    Filed: August 24, 2023
    Publication date: February 29, 2024
    Inventors: Peng Ding, Yanwen Zhang, Weikun Wu, Haowen Ren, Zonglin Cai, Xiaohua Chen, Xiao Yan, Enhai Zhao, Pei Song, Danfei Gu, Pingchao Hao
  • Publication number: 20240069103
    Abstract: The invention discloses a method, a system, and a storage medium for simulating a data set based on an electrochemical model. The method includes the following steps: setting geometric parameters and electrochemical parameters of a lithium battery; generating a volume average concentration of positive lithium ions and a volume average concentration of negative lithium ions under a preset state of charge through a simulation of the electrochemical model; calculating a capacity of the lithium battery through the simulation of the electrochemical model; after adjusting a current state of charge of the lithium battery, inputting a simulated operating current to acquire a simulated data set. The invention can generate operating data of a virtual battery by adjusting lithium battery electrochemical model parameters, facilitating management by a BMS system of battery operating states based on an electrochemical model of a virtual battery.
    Type: Application
    Filed: August 28, 2023
    Publication date: February 29, 2024
    Inventors: Pingchao Hao, Zhou Yang, Zhimin Zhou, Enhai Zhao, Xiao Yan