Optimization control method and device of system and electronic equipment
A technology for optimizing control and control systems, applied in adaptive control, general control systems, control/regulation systems, etc., can solve the problems of difficult system modeling, large manpower and material resources, and low accuracy, saving time and manpower cost, improve real-time performance, and ensure stable operation
Pending Publication Date: 2021-12-07
JINGDONG CITY BEIJING DIGITS TECH CO LTD
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However, most of the system optimization control methods in the related art adopt the traditional PID control method, which mainly performs single-step control adjustment, and there is a certain hysteresis in the operation, or adopt a test-based control method, which needs to obtain a large amount of test data. It consumes a lot of manpower and material resources, the cost is high, or the control method of modeling is adopted, the modeling of complex systems is difficult and the accuracy is low
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[0148] Embodiments of the present application are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary, and are intended to explain the present application, and should not be construed as limiting the present application.
[0149] The optimal control method, device, electronic equipment and storage medium of the system according to the embodiments of the present application are described below with reference to the accompanying drawings.
[0150] figure 1 It is a schematic flowchart of an optimal control method for a system according to an embodiment of the present application.
[0151] Such as figure 1 As shown, the optimal control method of the system of the embodiment of the present application includes:
[0152] S101. Obtain real-time op...
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The invention provides an optimization control method and device of a system and electronic equipment. The optimization control method comprises the steps of obtaining real-time operation data of a to-be-controlled system; obtaining a pre-constructed operation optimization model of the to-be-controlled system, wherein the operation optimization model is constructed according to historical operation data of the to-be-controlled system and a model prediction control algorithm; and according to the real-time operation data, the operation optimization model and the model prediction control online solving algorithm, generating a recommended value of a control parameter of the to-be-controlled system. Therefore, the operation optimization model can be constructed offline by using the historical operation data of the to-be-controlled system, the time and labor cost can be saved, the influence of the real-time operation data of the to-be-controlled system on the recommended value of the control parameter can be fully considered, online solving can be performed by using a model prediction control online solving algorithm, the solving real-time performance is relatively good, and the real-time performance of optimization control of the to-be-controlled system is improved.
Description
technical field [0001] The present application relates to the technical field of system control, and in particular to a system optimization control method, device, electronic equipment and storage medium. Background technique [0002] At present, with the continuous development of technologies such as industry, energy, and intelligent manufacturing, the requirements for optimal control of the system are getting higher and higher. However, most of the system optimization control methods in the related art adopt the traditional PID control method, which mainly performs single-step control adjustment, and there is a certain hysteresis in the operation, or adopt a test-based control method, which needs to obtain a large amount of test data. It consumes a lot of manpower and material resources, the cost is high, or the control method of modeling is used, the modeling of complex systems is difficult and the accuracy is low. Contents of the invention [0003] The purpose of this...
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IPC IPC(8): G05B13/04
CPCG05B13/042
Inventor 朱翔宇詹仙园霍雨森张玥殷宏磊郑宇
Owner JINGDONG CITY BEIJING DIGITS TECH CO LTD