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Nanjing Xiahua Company produced Huizhou card OPZS tube-type battery main model: OPZS-200, OPZS-250, OPZS-400, OPZS-500, OPZS-600, OPZS-800, OPZS -1000, OPZS-1200, OPZS-1500, OPZS-2000, OPZS-3000
The state of the lithium ion battery of the electric vehicle is primarily characterized by the state of charge, SOCs, STATE OF HEALTH, SOH. SOC is the ratio of the current remaining capacity and nominal capacity. It can directly reflect the remaining capacity of the battery, and directly reflect the current * multi-travel mileage of electric vehicles. One of the important decision parameters of lithium battery energy management; SOH is battery The ratio of * large power and rated capacity can be recharged, and the degree of aging of the battery is reflected in the decrease in the internal active material in the battery, and the actual capacity is reduced, and the internal resistance increases. Accurately estimate the state of the lithium-ion battery pack battery, which is one of the key technologies of the dynamic lithium-ion battery.
The existing battery SOC estimation method can be divided into the following four categories:
1Amity points method: This method belongs to the open-loop working mode, from the definition of SOC, by calculating the calculation of the sample current to the time of the battery SOC. In the case where the SOC initial value is accurate, the method maintains a high precision in a short time, but as the working time increases, the accuracy of this method is getting lower and lower due to uncertain Curren efficiency and test current. Long-term use.
Nanjing Xiahua Electronics Co., Ltd. Production: Battery, lead-acid battery, colloidal battery, solar storage battery, tube battery, dry battery, lithium battery, nickel-hydrogen battery, cadmium battery.
2 Feature Paragraph: The characteristic parameters of the battery are typically an open-circuit Voltage, OCV and internal resistance. The open circuit voltage method obtains the corresponding SOC value by establishing the corresponding relationship between the battery OCV and the SOC, but the opening voltage value of the battery is more difficult, and it is necessary to stand for a long time, resulting in a large error. Measurement internal resistance is more complex due to test equipment, and cannot meet the requirements of online estimation.
Xiahua batteries include: tubular battery, colloidal battery, sealed battery, maintenance-free battery, OPZV tubular colloidal battery, OPZS battery, deep circulation battery
3 Data Driven: This method is modeled by data driving, and then applied to battery state estimation, which mainly has fuzzy logic, artificial neural network, fuzzy neural network, and support vector machine. Such methods have largely rely on the comprehensiveness and effectiveness of training data. During the aging of the battery, with the change in battery characteristics, training data will gradually invalid, which affects the estimation.
The Huizhong lithium battery has a high-spirited characteristics of the discharge platform, high safety, long life, and excellent low temperature performance.
4 Based on a variety of method fusion estimation: this type of estimation is based on battery model, which belongs to closed-loop working mode. * Representative adaptive expansion Kalman filter technology, dual expansion Kalman filter technology, robust expansion Kalman filtering Technology, particle filtering technology, etc. Such methods are organically fused to avoid weaknesses, so that they can effectively track SOC in real time, is the current SOC estimation study * Popular direction.
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