Control method and system for high-efficiency operation of linear motor based on cloud computing

Abstract

The invention relates to the technical field of artificial intelligence, in particular to a control method and system for high-efficiency operation of a linear motor based on cloud computing. The method comprises: obtaining a state feature vector of a target linear motor and a power supply fluctuation vector of a power supply system; inputting the inherent attribute feature matrix and the state feature vector of the target linear motor into a deep neural network to obtain a power supply interference vector; obtaining the motion state variable quantity of the target linear motor; obtaining the interference degree of the target linear motor and a power supply fluctuation vector set; obtaining the influence degree through a unit vector matrix corresponding to the power supply fluctuation vector set, the interference degree and the power supply interference vector; and according to the influence degree and the expected motion state, obtaining an optimal state at the next moment to carry out subsequent work. The purpose of data sharing between the linear motors is achieved, interference between the linear motors and a power supply system is reduced, and the working efficiency of the linear motors is effectively improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a control method and system for high-efficiency operation of a linear motor based on cloud computing. Background technique [0002] Linear motor is a device that can directly convert electrical energy into linear motion mechanical energy without any intermediate conversion mechanism. It can directly generate linear motion, and has a simple structure, small size, large acceleration, and fast speed, suitable for reciprocating motion. However, linear motors have low efficiency and power factor at low speeds, are prone to vibration, and have disadvantages such as large heat generation. In addition, linear motors will also have an impact on the power supply system during motion. [0003] For the scenario where multiple linear motors work in the same power supply system. For example, multiple linear motors are used to transport goods in a factory. Due to the inconsiste...

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Problems solved by technology

For example, multiple linear motors are used to transport goods in a factory. Due to the inconsistent load, speed and acceleration state of the linear motors, and the heating and vibration of the linear motor itself, different linear motors will have different effects on the power supply system. The instability of the power supply system caused by its own factors makes the power supply system unable to provide a stable voltage or sufficient current for each linear motor, which reduces the working efficiency of the linear motor

[0004] The existing solution can be equipped with a power control system for each linear motor to make the linear motor run stably and improve work efficiency. However, when multiple linear motors are required, the control systems of each linear motor work independently and do not share data. , there are still some unstable factors that lead to abnormal disturbances in the power supply system and abnormal operation of the linear motor, which ultimately reduces the operating efficiency of the linear motor

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