Patents by Inventor Zhenli Zhang
Zhenli Zhang 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).
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Patent number: 12135926Abstract: A method for quickly optimizing key mining parameters of an outburst coal seam as provided includes steps of constructing a graphic basic information model of the coal mine, giving coal mine characteristic information, performing mining simulation, constructing a CNN-LSTM predicating model, obtaining changes under different mining conditions, constructing a Lorenz chaotic primer, and the like. The model can be improved with continuous breakthroughs in theory, so that the model has a strong learning ability and can adapt to the constantly changing complex geological environment. The method has very good predictability for the determination of coal seam group parameters, and can efficiently select and output a set of candidate parameters.Type: GrantFiled: June 16, 2021Date of Patent: November 5, 2024Assignees: Chongqing University, North China Institute Of Science And TechnologyInventors: Quanle Zou, Zhiheng Cheng, Liang Chen, Hongbing Wang, Tengfei Ma, Zihan Chen, Zhenli Zhang, Zhimin Wang, Ying Liu
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Patent number: 12005810Abstract: Embodiments describe a battery system that includes a first battery module coupled to a regenerative braking system and a control module that controls operation of the battery system by: determining a predicted driving pattern over a prediction horizon using a driving pattern recognition model based in part on a battery current and a previous driving pattern; determining a predicted battery resistance of the first battery module over the prediction horizon using a recursive battery model based in part on the predicted driving pattern, the battery current, a present bus voltage, and a previous bus voltage; determining a target trajectory of a battery temperature of the first battery module over a control horizon using an objective function; and controlling magnitude and duration of electrical power supplied from the regenerative such that a predicted trajectory of the battery temperature is guided toward the target trajectory of the battery temperature during the control horizon.Type: GrantFiled: June 17, 2021Date of Patent: June 11, 2024Assignee: CPS Technology Holdings LLCInventors: Zhihong Jin, Brian C. Sisk, Kem M. Obasih, Mark R. Johnson, Perry M. Wyatt, Timur L. Aliyev, Zhenli Zhang
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Publication number: 20240120558Abstract: A battery system includes a lithium ion battery configured to couple to an electrical system, and a battery management system configured to electrically couple to the lithium ion battery and to control one or more recharge parameters of the lithium ion battery. The battery management system is programmed with an electrochemical model, and the battery management system is configured to monitor parameters of the lithium ion battery, and to control the one or more recharge parameters of the lithium ion battery based on the electrochemical model and the one or more monitored parameters. The electrochemical model determines lithium plating reaction kinetics at an anode of the lithium ion battery, determines a quantity of plated lithium at the anode of the lithium ion battery, or both, and indicates a relationship between the one or more monitored parameters and the lithium plating reaction kinetics, the quantity of plated lithium, or both.Type: ApplicationFiled: December 14, 2023Publication date: April 11, 2024Inventors: Zhenli Zhang, Zhihong Jin, Perry M. Wyatt
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Publication number: 20240100100Abstract: Provided are a modified mesenchymal stem cell and culture supernatant thereof, and a pharmaceutical composition comprising said cell or culture supernatant thereof. The mesenchymal stem cell is capable of expressing: (1) a first protein, which is selected from FGF21 or a variant thereof, or a first fusion protein comprising the FGF21 or the variant thereof and (2) a second protein, which is selected from GLP-1 or a variant thereof or a second fusion protein comprising the GLP-1 or the variant thereof. Also provided is the use of the modified mesenchymal stem cell and culture supernatant thereof, and the pharmaceutical composition comprising said cell or culture supernatant thereof in the treatment of metabolic diseases and in the preparation of a medicament for treating metabolic diseases.Type: ApplicationFiled: July 24, 2023Publication date: March 28, 2024Inventors: Haifeng DUAN, Binghua XUE, Jing XIE, Zhenli ZHANG
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Patent number: 11848426Abstract: A battery system includes a lithium ion battery configured to couple to an electrical system, and a battery management system configured to electrically couple to the lithium ion battery and to control one or more recharge parameters of the lithium ion battery. The battery management system is programmed with an electrochemical model, and the battery management system is configured to monitor parameters of the lithium ion battery, and to control the one or more recharge parameters of the lithium ion battery based on the electrochemical model and the one or more monitored parameters. The electrochemical model determines lithium plating reaction kinetics at an anode of the lithium ion battery, determines a quantity of plated lithium at the anode of the lithium ion battery, or both, and indicates a relationship between the one or more monitored parameters and the lithium plating reaction kinetics, the quantity of plated lithium, or both.Type: GrantFiled: October 3, 2022Date of Patent: December 19, 2023Assignee: CPS Technology Holdings LLCInventors: Zhenli Zhang, Zhihong Jin, Perry M. Wyatt
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Patent number: 11752173Abstract: Provided are a modified mesenchymal stem cell and culture supernatant thereof, and a pharmaceutical composition comprising said cell or culture supernatant thereof. The mesenchymal stem cell is capable of expressing: (1) a first protein, which is selected from FGF21 or a variant thereof, or a first fusion protein comprising the FGF21 or the variant thereof and (2) a second protein, which is selected from GLP-1 or a variant thereof or a second fusion protein comprising the GLP-1 or the variant thereof. Also provided is the use of the modified mesenchymal stem cell and culture supernatant thereof, and the pharmaceutical composition comprising said cell or culture supernatant thereof in the treatment of metabolic diseases and in the preparation of a medicament for treating metabolic diseases.Type: GrantFiled: April 2, 2018Date of Patent: September 12, 2023Assignee: Beijing Jiyuan Biological Technology Co., Ltd.Inventors: Haifeng Duan, Binghua Xue, Jing Xie, Zhenli Zhang
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Publication number: 20230191943Abstract: A battery system includes a lithium ion battery that couples to an electrical system. The battery system also includes a battery management system that electrically couples to the lithium ion battery and controls one or more recharge parameters of the lithium ion battery. Additionally, the battery management system monitors one or more parameters of the lithium ion battery. Further, the battery management system controls the recharge parameters of the lithium ion battery based on at least one lithium plating model and the monitored parameters. Furthermore, the at least one lithium plating model indicates a relationship between the one or more parameters of the lithium ion battery and a likelihood of lithium plating occurring in the lithium ion battery.Type: ApplicationFiled: February 17, 2023Publication date: June 22, 2023Inventors: Zhihong Jin, Zhenli Zhang, Timur L. Aliyev, Brian C. Sisk, Miaomiao Ma
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Patent number: 11584255Abstract: A battery system includes a lithium ion battery that couples to an electrical system. The battery system also includes a battery management system that electrically couples to the lithium ion battery and controls one or more recharge parameters of the lithium ion battery. Additionally, the battery management system monitors one or more parameters of the lithium ion battery. Further, the battery management system controls the recharge parameters of the lithium ion battery based on at least one lithium plating model and the monitored parameters. Furthermore, the at least one lithium plating model indicates a relationship between the one or more parameters of the lithium ion battery and a likelihood of lithium plating occurring in the lithium ion battery.Type: GrantFiled: August 3, 2020Date of Patent: February 21, 2023Assignee: CPS Technology Holdings LLCInventors: Zhihong Jin, Zhenli Zhang, Timur L. Aliyev, Brian C. Sisk, Miaomiao Ma
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Publication number: 20230040026Abstract: A battery system includes a lithium ion battery configured to couple to an electrical system, and a battery management system configured to electrically couple to the lithium ion battery and to control one or more recharge parameters of the lithium ion battery. The battery management system is programmed with an electrochemical model, and the battery management system is configured to monitor parameters of the lithium ion battery, and to control the one or more recharge parameters of the lithium ion battery based on the electrochemical model and the one or more monitored parameters. The electrochemical model determines lithium plating reaction kinetics at an anode of the lithium ion battery, determines a quantity of plated lithium at the anode of the lithium ion battery, or both, and indicates a relationship between the one or more monitored parameters and the lithium plating reaction kinetics, the quantity of plated lithium, or both.Type: ApplicationFiled: October 3, 2022Publication date: February 9, 2023Inventors: Zhenli Zhang, Zhihong Jin, Perry M. Wyatt
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Patent number: 11571989Abstract: A module-based framework evaluates designs of advanced start stop systems, particularly 12 V advanced start stop systems. The framework separates vehicle and battery analysis and uses a power profile to evaluate different designs of the vehicles and batteries. Particularly, the framework can evaluate different battery solutions and compare performances as a function of drive cycles, motor size, and electrical loads. In addition to modeling, actual batteries are tested for the same power inputs for validating performance differences. This framework identifies performance limiting components for determination of the vehicle system component optimization.Type: GrantFiled: July 27, 2020Date of Patent: February 7, 2023Assignee: CPS Technology Holdings LLCInventors: Zhenli Zhang, Zhihong Jin, Tom M. Watson
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Patent number: 11462774Abstract: A battery system includes a lithium ion battery configured to couple to an electrical system, and a battery management system configured to electrically couple to the lithium ion battery and to control one or more recharge parameters of the lithium ion battery. The battery management system is programmed with an electrochemical model, and the battery management system is configured to monitor parameters of the lithium ion battery, and to control the one or more recharge parameters of the lithium ion battery based on the electrochemical model and the one or more monitored parameters. The electrochemical model determines lithium plating reaction kinetics at an anode of the lithium ion battery, determines a quantity of plated lithium at the anode of the lithium ion battery, or both, and indicates a relationship between the one or more monitored parameters and the lithium plating reaction kinetics, the quantity of plated lithium, or both.Type: GrantFiled: October 3, 2017Date of Patent: October 4, 2022Assignee: CPS Technology Holdings LLCInventors: Zhenli Zhang, Zhihong H. Jin, Perry M. Wyatt
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Publication number: 20210390230Abstract: A method for quickly optimizing key mining parameters of an outburst coal seam as provided includes steps of constructing a graphic basic information model of the coal mine, giving coal mine characteristic information, performing mining simulation, constructing a CNN-LSTM predicating model, obtaining changes under different mining conditions, constructing a Lorenz chaotic primer, and the like. The model can be improved with continuous breakthroughs in theory, so that the model has a strong learning ability and can adapt to the constantly changing complex geological environment. The method has very good predictability for the determination of coal seam group parameters, and can efficiently select and output a set of candidate parameters.Type: ApplicationFiled: June 16, 2021Publication date: December 16, 2021Inventors: Quanle Zou, Zhiheng Cheng, Liang Chen, Hongbing Wang, Tengfei Ma, Zihan Chen, Zhenli Zhang, Zhimin Wang, Ying Liu
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Publication number: 20210309111Abstract: Embodiments describe a battery system that includes a first battery module coupled to a regenerative braking system and a control module that controls operation of the battery system by: determining a predicted driving pattern over a prediction horizon using a driving pattern recognition model based in part on a battery current and a previous driving pattern; determining a predicted battery resistance of the first battery module over the prediction horizon using a recursive battery model based in part on the predicted driving pattern, the battery current, a present bus voltage, and a previous bus voltage; determining a target trajectory of a battery temperature of the first battery module over a control horizon using an objective function; and controlling magnitude and duration of electrical power supplied from the regenerative such that a predicted trajectory of the battery temperature is guided toward the target trajectory of the battery temperature during the control horizon.Type: ApplicationFiled: June 17, 2021Publication date: October 7, 2021Inventors: Zhihong H. Jin, Brian C. Sisk, Kem M. Obasih, Mark R. Johnson, Perry M. Wyatt, Timur L. Aliyev, Zhenli Zhang
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Publication number: 20210239764Abstract: Disclosed is a vehicle comprising a vehicle system having a system having a number of loads defining a load profile; a validated battery comprising one or more batteries which can fulfill the load profile; an integrated battery selected from the validated battery, the integrated battery selected for longevity relative to other batteries; wherein the validated battery is provided within the vehicle. Further disclosed is a battery longevity predictor comprising a plurality of battery factors; a plurality of electrical load factors; a plurality of cycling or crank data; an output; wherein the output comprises a battery longevity predictor based on the plurality of battery factors, plurality of vehicle loads, and the plurality of cycling or crank data.Type: ApplicationFiled: April 19, 2019Publication date: August 5, 2021Inventors: Zhihong H. Jin, Michael Thomas Ballo, Zhenli Zhang, Diego Hernan Diaz Martinez, Raul Jacinto Arredondo Cardenas
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Patent number: 11040624Abstract: Embodiments describe a battery system that includes a first battery module coupled to a regenerative braking system and a control module that controls operation of the battery system by: determining a predicted driving pattern over a prediction horizon using a driving pattern recognition model based in part on a battery current and a previous driving pattern; determining a predicted battery resistance of the first battery module over the prediction horizon using a recursive battery model based in part on the predicted driving pattern, the battery current, a present bus voltage, and a previous bus voltage; determining a target trajectory of a battery temperature of the first battery module over a control horizon using an objective function; and controlling magnitude and duration of electrical power supplied from the regenerative such that a predicted trajectory of the battery temperature is guided toward the target trajectory of the battery temperature during the control horizon.Type: GrantFiled: October 15, 2018Date of Patent: June 22, 2021Assignee: CPS Technology Holdings LLCInventors: Zhihong H. Jin, Brian C. Sisk, Kem M. Obasih, Mark R. Johnson, Perry M. Wyatt, Timur L. Aliyev, Zhenli Zhang
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Publication number: 20210170881Abstract: Embodiments describe a battery system that includes a first battery module coupled to a regenerative braking system and a control module that controls operation of the battery system by: determining a predicted driving pattern over a prediction horizon using a driving pattern recognition model based in part on a battery current and a previous driving pattern; determining a predicted battery resistance of the first battery module over the prediction horizon using a recursive battery model based in part on the predicted driving pattern, the battery current, a present bus voltage, and a previous bus voltage; determining a target trajectory of a battery temperature of the first battery module over a control horizon using an objective function; and controlling magnitude and duration of electrical power supplied from the regenerative such that a predicted trajectory of the battery temperature is guided toward the target trajectory of the battery temperature during the control horizon.Type: ApplicationFiled: October 15, 2018Publication date: June 10, 2021Inventors: Zhihong H. Jin, Brian C. Sisk, Kem M. Obasih, Mark R. Johnson, Perry M. Wyatt, Timur L. Aliyev, Zhenli Zhang
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Publication number: 20210085722Abstract: Provided are a modified mesenchymal stem cell and culture supernatant thereof, and a pharmaceutical composition comprising said cell or culture supernatant thereof. The mesenchymal stem cell is capable of expressing: (1) a first protein, which is selected from FGF21 or a variant thereof, or a first fusion protein comprising the FGF21 or the variant thereof and (2) a second protein, which is selected from GLP-1 or a variant thereof or a second fusion protein comprising the GLP-1 or the variant thereof. Also provided is the use of the modified mesenchymal stem cell and culture supernatant thereof, and the pharmaceutical composition comprising said cell or culture supernatant thereof in the treatment of metabolic diseases and in the preparation of a medicament for treating metabolic diseases.Type: ApplicationFiled: April 2, 2018Publication date: March 25, 2021Inventors: Haifeng DUAN, Binghua XUE, Jing XIE, Zhenli ZHANG
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Publication number: 20200361339Abstract: A battery system includes a lithium ion battery that couples to an electrical system. The battery system also includes a battery management system that electrically couples to the lithium ion battery and controls one or more recharge parameters of the lithium ion battery. Additionally, the battery management system monitors one or more parameters of the lithium ion battery. Further, the battery management system controls the recharge parameters of the lithium ion battery based on at least one lithium plating model and the monitored parameters. Furthermore, the at least one lithium plating model indicates a relationship between the one or more parameters of the lithium ion battery and a likelihood of lithium plating occurring in the lithium ion battery.Type: ApplicationFiled: August 3, 2020Publication date: November 19, 2020Inventors: Zhihong H. Jin, Zhenli Zhang, Timur L. Aliyev, Brian C. Sisk, Miaomiao Ma
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Patent number: 10752126Abstract: A module-based framework evaluates designs of advanced start stop systems, particularly 12V advanced start stop systems. The framework separates vehicle and battery analysis and uses a power profile to evaluate different designs of the vehicles and batteries. Particularly, the framework can evaluate different battery solutions and compare performances as a function of drive cycles, motor size, and electrical loads. In addition to modeling, actual batteries are tested for the same power inputs for validating performance differences. This framework identifies performance limiting components for determination of the vehicle system component optimization.Type: GrantFiled: November 2, 2018Date of Patent: August 25, 2020Assignee: CPS Technology Holdings LLCInventors: Zhenli Zhang, Zhihong H. Jin, Tom M. Watson
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Patent number: 10730401Abstract: A battery system includes a lithium ion battery that couples to an electrical system. The battery system also includes a battery management system that electrically couples to the lithium ion battery and controls one or more recharge parameters of the lithium ion battery. Additionally, the battery management system monitors one or more parameters of the lithium ion battery. Further, the battery management system controls the recharge parameters of the lithium ion battery based on at least one lithium plating model and the monitored parameters. Furthermore, the at least one lithium plating model indicates a relationship between the one or more parameters of the lithium ion battery and a likelihood of lithium plating occurring in the lithium ion battery.Type: GrantFiled: January 21, 2019Date of Patent: August 4, 2020Assignee: CPS Technology Holdings LLCInventors: Zhihong H. Jin, Zhenli Zhang, Timur L. Aliyev, Brian C. Sisk, Miaomiao Ma