Motor starting control parameter optimization method and device and motor starting control system
A technology for motor starting and control parameters, which is applied in the direction of motor generators/starters, starter parts, neural learning methods, etc., and can solve problems such as inability to optimally control motor performance indicators and inappropriate motor starting control parameters
Active Publication Date: 2021-07-30
SHENZHEN HANGSHUN CHIP TECH DEV CO LTD
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[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] Referring to the drawings, where the same reference numerals represent the same components, the principle of the present application is illustrated by being implemented in a suitable computing environment. The following description is based on illustrated specific embodiments of the present application, which should not be construed as limiting other specific embodiments of the present application that are not described in detail here.
[0049] It can be understood that the execution subject of the embodiment of the present application may be a motor configuration device. In actual scenarios, the embodiment of the present application does not limit the specific manifestation of the motor configuration device, 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 is a schematic flow chart of a me...
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The invention discloses a motor starting control parameter optimization method and device, a storage medium, motor configuration equipment and a motor starting control system. The method comprises the following steps: randomly generating motor start control parameters according to a preset value range of the motor start control parameters in a motor start model, and establishing a training set and a test set based on the randomly generated motor start control parameters; establishing a deep learning network model, training the deep learning network model by using the training set, and verifying the trained model by using the test set to obtain a target deep learning network model; and inputting the motor starting control parameters in the sample set of the target motor into the target deep learning network model, and obtaining the optimal motor starting control parameters of the target motor according to a motor starting predicted value output by the target deep learning network model. The method and the device can be suitable for various different types of motors and use scenes, and the performance index of each motor can be optimally controlled.
Description
technical field [0001] The present application relates to the technical field of motor control, in particular to a motor start control parameter optimization method, device, storage medium, motor configuration equipment and a motor start control system. 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 the DC brushless motor requires a dedicated drive algorithm to control and protect the motor. In related technologies, when controlling the motor, it is difficult to find a perfect motor start-up 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. Contents of the invention [0003] In view of this, the present application provides a motor start control parameter optimization method, device,...
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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