Jian Lin - Beverly Hills MI, US Xidong Tang - Sterling Heights MI, US Brian J. Koch - Berkley MI, US Damon R. Frisch - Troy MI, US Michael J. Gielniak - Romeo MI, US
Assignee:
GM Global Technology Operations, Inc. - Detroit MI
International Classification:
H02J 7/00
US Classification:
320132, 324426, 324431
Abstract:
A method for determining the state of charge (SOC) of a lithium ion battery is provided. The method leverages a circuit model of the lithium ion battery, and generates four battery parameters from which the SOC is derived.
Fast Search Algorithm For Finding Initial Diffusion Voltage In Electro-Chemical Systems
Jian Lin - Beverly Hills MI, US Brian J. Koch - Berkley MI, US Damon R. Frisch - Troy MI, US Michael J. Gielniak - Romeo MI, US
Assignee:
GM Global Technology Operations LLC - Detroit MI
International Classification:
H02J 7/04
US Classification:
320156, 320104, 320136, 903903
Abstract:
A method for rapidly determining an initial diffusion voltage (V)as a starting point in calculating a diffusion voltage in an electro-chemical cell (e. g. , a battery used in an automotive vehicle) includes obtaining a time difference tbetween a time when the cell was last turned-OFF and a time when the cell was next turned-ON, selecting a starting diffusion voltage (V)based on t, determining a trial diffusion voltage Vbased on a diffusion circuit model and (V), calculating an error voltage V=(V)−|V−V| where Vand Vare cell voltages at turn-OFF and turn-ON respectively, repeating the foregoing determining and calculating steps using for each iteration (V)=(V)+Vuntil Vis less than or equal to a first predetermined tolerance amount ε, storing in a memory a value of Vcorresponding to the condition V≦ε, and setting (V)equal to the just stored value of V. A further diffusion voltage Vis then determined using the same diffusion circuit model and the just obtained (V)and is advantageously used by a controller in an electric propulsion vehicle to determine a state of charge of the propulsion battery.
Battery State Estimator Using Multiple Sampling Rates
Jian Lin - Beverly Hills MI, US Xidong Tang - Sterling Heights MI, US Brian J. Koch - Berkley MI, US Mark W. Verbrugge - Troy MI, US
Assignee:
GM Global Technology Operations LLC - Detroit MI
International Classification:
G01R 31/36
US Classification:
702 63
Abstract:
A method for estimating vehicle battery parameters that uses two different sampling rates. The method samples a battery terminal voltage and current at a high sampling rate to estimate the battery open circuit voltage and high frequency resistance. The battery state of charge (SOC) is derived from the open circuit voltage. Next, the battery terminal voltage and current are re-sampled at a low sampling rate. Other battery parameters can be extracted from the low-rate sampled signals. Next, all of the battery parameters that were obtained from the two sampling rates are used together to predict battery power.
Jian Lin - Beverly Hills MI, US Xidong Tang - Sterling Heights MI, US Xiaodong Zhang - Mason OH, US Brian J. Koch - Berkley MI, US Damon R. Frisch - Troy MI, US Wei Liu - Warren MI, US Michael J. Gielniak - Atlanta GA, US
Assignee:
GM Global Technology Operations LLC - Detroit MI
International Classification:
H02J 7/00
US Classification:
320132, 320166, 320167
Abstract:
Methods and systems are provided for characterizing a battery. A property of the battery is measured. A dynamic characteristic of the battery is determined from a second order linear dynamic model.
Asif A. Syed - Canton MI, US Andrew H. Leutheuser - Sunnyvale CA, US Jian Lin - Beverly Hills CA, US Joseph M. Lograsso - Troy MI, US
Assignee:
GM Global Technology Operations LLC - Detroit MI
International Classification:
H02J 7/14
US Classification:
320162, 320149, 320164
Abstract:
A method for controlling charging and discharging of a battery pack for an electric or hybrid vehicle to prevent overheating damage. Current flowing into or out of the battery pack is monitored, and root mean square (RMS) current is integrated over a time window and compared to a threshold to determine if power needs to be regulated in order to prevent damage to the cells in the battery pack. If the time-integrated RMS current exceeds the threshold, a closed-loop proportional-integral (PI) controller is activated to regulate power input or output. The controller will continue to regulate power until the time-integrated RMS current drops below the threshold. Various thresholds can be defined for different time windows. The gains used in the PI controller can also be adjusted to scale the amount of power regulation.
Method For Use With A Vehicle Battery Pack Having A Number Of Individual Battery Cells
Jian Lin - Beverly Hills MI, US Xidong Tang - Sterling Heights MI, US Brian J. Koch - Berkley MI, US Joseph M. Lograsso - Troy MI, US Andrew J. Namou - Southfield MI, US Rezina S. Nabi - Troy MI, US Damon R. Frisch - Troy MI, US
A system and method for use with a vehicle battery pack having a number of individual battery cells, such as a lithium-ion battery commonly used in hybrid electric vehicles. In one embodiment, the method evaluates individual battery cells within a vehicle battery pack in order to obtain accurate estimates regarding their average transient voltage effect, open circuit voltage (OCV) and/or state of charge (SOC) so that a cell balancing process can be performed. These cell evaluations may be performed fairly soon after the vehicle is turned off and in a manner that utilizes a minimal amount of in-vehicle resources.
Adaptive Battery Parameter Extraction And Soc Estimation For Lithium-Ion Battery
Jian Lin - Beverly Hills MI, US Xidong Tang - Sterling Heights MI, US Brian J. Koch - Berkley MI, US Joseph M. Lograsso - Troy MI, US Damon R. Frisch - Troy MI, US Rezina S. Nabi - Troy MI, US
Assignee:
GM GLOBAL TECHNOLOGY OPERATIONS, INC. - Detroit MI
International Classification:
G01N 27/416
US Classification:
324427
Abstract:
A system and method for estimating internal parameters of a lithium-ion battery to provide a reliable battery state-of-charge estimate. The method uses a two RC-pair equivalent battery circuit model to estimate the battery parameters, including a battery open circuit voltage, an ohmic resistance, a double layer capacitance, a charge transfer resistance, a diffusion resistance and a diffusion capacitance. The method further uses the equivalent circuit model to provide a difference equation from which the battery parameters are adapted, and calculates the battery parameters from the difference equation.
Jian Lin - Beverly Hills MI, US Xidong Tang - Sterling Heights MI, US Brian J. Koch - Berkley MI, US
Assignee:
GM GLOBAL TECHNOLOGY OPERATIONS, INC. - DETROIT MI
International Classification:
G01R 31/36
US Classification:
702 63
Abstract:
A system and method for determining whether an onboard estimation process, such as a recursive least squares regression process, can effectively calculate the state-of-charge of a battery. The method includes defining a current sample time and a previous sample time and measuring the battery current. The method then calculates a variation moving average of the measured current and an index of current change rate determined by averaging the absolute value of the current variation moving average using the measured current and calculated moving averages from the previous sample time. The method then determines if the current change index is greater than a predetermined threshold, and if so, the estimate of the battery state-of-charge resulting from the onboard estimation process is valid.
Dr. Lin graduated from the Sun Yat Sen Univ of Med Sci, Guangzhou, China (242 21 Pr 1/71) in 1983. He works in Bakersfield, CA and specializes in Neurology. Dr. Lin is affiliated with San Joaquin Community Hospital.
Co-authors of the paper are Rice undergraduates Tanvi Varadhachary and Kewang Nan, graduate student Tuo Wang, postdoctoral researchers Jian Lin and Yongsung Ji, alumni Yu Zhu of the University of Akron and Bostjan Genorio of the University of Ljubljana, Slovenia, and research scientist Carter Kittre
Date: Jan 26, 2016
Source: Google
Japan Earthquake: Doomsday? Or Just a Restless Earth?
Last year's earthquake in Haiti was "large but not huge," in the words of Jian Lin of the Woods Hole Oceanographic Institution -- but it just happened to be centered beneath the impoverished capital city of Port-au-Prince. It also was on a fault line that had been relatively quiet for 200 years.