Motor startup control parameter optimization method, device and motor startup control system
A technology for motor starting and controlling parameters, which is applied in the directions of motor generators/starters, starter components, neural learning methods, etc. It can solve the problems of unsuitable motor starting control parameters and optimal control of motor performance indicators.
Active Publication Date: 2022-07-26
SHENZHEN HANGSHUN CHIP TECH DEV CO LTD
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Problems solved by technology
[0003] In view of this, the present application provides a motor start control parameter optimization method, device, storage medium, motor configuration equipment and a motor start control system, so as to improve the motor start control parameters of the existing scheme that are not suitable for various types of motors and usage scenarios 、 The problem that the performance index of each motor can not be optimally controlled
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[0048] Please refer to the drawings, wherein the same component symbols represent the same components, and the principles of the present application are exemplified by being implemented in a suitable computing environment. The following description is based on illustrated specific embodiments of the present application and should not be construed as limiting other specific embodiments of the present application not detailed herein.
[0049] It can be understood that, the executive body of the embodiment of the present application may be a motor configuration device. In an actual scenario, the specific representation of the motor configuration device is not limited in the embodiments of the present application, for example, including but not limited to: mobile phones, tablet computers, personal computers (personal computers, PCs), cloud computers, and other terminal devices with corresponding functions .
[0050] see figure 1 , figure 1 This is a schematic flowchart of the m...
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The present application discloses a method, a device, a storage medium, a motor configuration device, and a motor startup control system for optimizing motor startup control parameters. The method includes: randomly generating motor starting control parameters according to a preset value range of the motor starting control parameters in the motor starting model, and establishing a training set and a test set based on the randomly generated motor starting control parameters; establishing a deep learning network model, using the training set The deep learning network model is trained using the test set, and the trained model is verified using the test set to obtain the target deep learning network model; the motor startup control parameters in the sample set of the target motor are input into the target deep learning network model, and according to the target The motor start prediction value output by the deep learning network model obtains the optimal motor start control parameters of the target motor. The application can be suitable for various types of motors and usage scenarios, and can achieve optimal control of the performance indicators of each motor.
Description
technical field [0001] The present application relates to the technical field of motor control, and in particular to a method, device, storage medium, motor configuration device and motor start control system for optimizing motor start control parameters. Background technique [0002] With the rapid development of motor technology, brushless DC motors have been widely used in automobiles, tools, home appliances, industrial control, automation, and aerospace industries. The operation of brushless DC motors requires dedicated drive algorithms to control and protect the motor. In the related art, when controlling the motor, it is difficult to find a perfect motor starting control parameter to make it suitable for various types of motors and usage scenarios, so the performance index of each motor cannot be optimized. control. SUMMARY OF THE INVENTION [0003] In view of this, the present application provides a method, device, storage medium, motor configuration device and mo...
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IPC IPC(8): H02P1/16H02P1/04G06F30/27G06N3/04G06N3/08
CPCH02P1/16H02P1/04G06F30/27G06N3/04G06N3/08
Inventor 刘吉平陈筠王翔
Owner SHENZHEN HANGSHUN CHIP TECH DEV CO LTD