However, due to the influence of battery materials, manufacturing level, and use environment, the battery pack is generally composed of multiple battery cells connected in series, and the SOC and
state of health (SOH) of each
battery cell in the battery pack are not the same. Inconsistency, leading to premature
discharge of the battery cells in the battery pack or damage due to aging, that is, a faulty battery, which seriously affects the accurate acquisition of the SOC of the battery pack
[0004] At present, research and patents on battery SOC estimation at home and abroad are concentrated on battery cells, while the method for battery pack SOC estimation is still immature; the patent (ZL2015104171032) discloses a series
battery system modeling method based on a parameter corrector , this method considers the
feedback effect of the
battery system terminal voltage measurement value on the
battery system SOC during the modeling process, but does not consider the
impact of the inconsistency of each
battery cell on it, resulting in limited accuracy of the SOC obtained from the battery
system model; patent ( CN108090319A) discloses a modeling method for a series
lithium-
ion battery
system. In the modeling process, the method considers the influence of the
battery cell terminal voltage inconsistency on the SOC of the battery
system. Its SOC improvement method is: according to the known
lithium-
ion battery
Cell model, using the working characteristics of the series circuit and the
screening method to establish the basic model of the battery system; then detect the
terminal voltage of each battery
cell, and use it and 1 / N of the output
voltage of the basic model as the input of the SOC calibrator of each
cell ; Then N monomer SOC compensation values are obtained by N monomer SOC correctors, and the battery system SOC compensation value is obtained by weighting, and then superimposed with the SOC output by the battery
system model to obtain the corrected SOC, thereby updating the basic model of the battery system
This method takes into account the
impact of battery
cell terminal
voltage inconsistency on the battery system SOC, and improves the accuracy of battery system SOC estimation to a certain extent, but there are still the following problems: First, it only considers the
impact of battery cell terminal
voltage inconsistency on the battery system. The influence of SOC deviation does not consider the impact of the battery
system capacity change due to the inconsistent terminal voltage of the battery cell, resulting in limited SOC accuracy; the second is that the battery
system model output voltage (virtual value) and the measured battery system terminal voltage ( The actual value) constitutes the
feedback control function; the third is when calculating the SOC compensation value, the N single SOC correctors get N single SOC compensation values, and the battery system SOC compensation value is obtained by weighting. When the battery system is connected in series When the number of batteries is large, the control difficulty and system
instability are increased; the patent (CN2019110348358) discloses a modeling method for a parallel battery system, which takes into account the inconsistency of each
branch current of the battery system during the modeling process. The impact of battery
system capacity changes, while considering the SOC
feedback control effect of the battery
system model output voltage (virtual value) and the measured battery system terminal voltage (actual value), improves the battery system SOC accuracy and model accuracy, but still There are the following problems: First, failures caused by the end of
discharge or aging of single or multiple battery cells are not considered, especially its impact on the change of the nominal capacity of the battery pack and the specific calculation expressions; Faults caused by the end of
discharge or aging of single or multiple battery cells, especially their influence on the change of battery pack
model parameters and specific calculation expressions; the third is that the battery cell SOC and SOH, battery pack voltage and current ,
lawn mower motor operating characteristics, etc. jointly build the battery fault judgment condition, so there is an urgent need for a method for estimating the
state of charge of the battery pack of the Huanyi lawn
mower to solve the above problems