Electric vehicle battery pack heating system control method
An electric vehicle battery pack heating system control method comprises the steps that a battery pack heating system model is established, a vehicle speed prediction model is established through an RBF radial basis function neural network, the predicted vehicle speed of an electric vehicle is obtai...
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Main Authors | , , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
03.03.2023
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Subjects | |
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Abstract | An electric vehicle battery pack heating system control method comprises the steps that a battery pack heating system model is established, a vehicle speed prediction model is established through an RBF radial basis function neural network, the predicted vehicle speed of an electric vehicle is obtained, and internal factors influencing the temperature of a battery pack serve as state input quantities; taking external factors including the obtained predicted vehicle speed and influencing the temperature of the battery pack as disturbance input quantities, taking the temperature of the battery pack as a control target, constructing a state-space equation and a cost function of the battery pack heating system, establishing a nonlinear model prediction controller, obtaining the PTC power of the battery pack heating system, and calculating the temperature of the battery pack heating system. And enabling the battery pack heating system to operate at the obtained PTC power, and controlling the battery pack heating s |
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AbstractList | An electric vehicle battery pack heating system control method comprises the steps that a battery pack heating system model is established, a vehicle speed prediction model is established through an RBF radial basis function neural network, the predicted vehicle speed of an electric vehicle is obtained, and internal factors influencing the temperature of a battery pack serve as state input quantities; taking external factors including the obtained predicted vehicle speed and influencing the temperature of the battery pack as disturbance input quantities, taking the temperature of the battery pack as a control target, constructing a state-space equation and a cost function of the battery pack heating system, establishing a nonlinear model prediction controller, obtaining the PTC power of the battery pack heating system, and calculating the temperature of the battery pack heating system. And enabling the battery pack heating system to operate at the obtained PTC power, and controlling the battery pack heating s |
Author | LIANG KUNFENG YU FAN GAO CHUNYAN CHEN HAOYUAN FU DELE WANG WENBING LIANG ZHIGANG |
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DocumentTitleAlternate | 一种电动汽车电池包加温系统控制方法 |
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Notes | Application Number: CN202211574602 |
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Snippet | An electric vehicle battery pack heating system control method comprises the steps that a battery pack heating system model is established, a vehicle speed... |
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SubjectTerms | BASIC ELECTRIC ELEMENTS CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES ELECTRICITY ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES PERFORMING OPERATIONS PHYSICS PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSIONOF CHEMICAL INTO ELECTRICAL ENERGY TRANSPORTING VEHICLES IN GENERAL |
Title | Electric vehicle battery pack heating system control method |
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