Edge controller integrating deep learning and PLC language and code generation method
The invention relates to the technical field of industrial control, in particular to an edge controller device simultaneously integrating a deep learning model and a PLC language and a code generation method, the edge controller device comprises a compiler, and the compiler converts a PLC logic prog...
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| creator | LU SHENG LIU PINGWEI LAI XINFANG ZHU MING XU FEIYU LI CONGFEI NI WEIDONG |
| description | The invention relates to the technical field of industrial control, in particular to an edge controller device simultaneously integrating a deep learning model and a PLC language and a code generation method, the edge controller device comprises a compiler, and the compiler converts a PLC logic program code into a Python language code; a user can input configuration information of a deep learning algorithm through an information configuration unit, a trained deep learning model is obtained through a model training unit, and finally, through a code generator, the trained deep learning model is associated with a logic program code of a Python language to form a logic program code of an edge controller. Therefore, the edge controller device is integrated into the control logic of the PLC and the deep learning model, so that the edge controller device has the control function of the PLC and the data processing function of the deep learning model at the same time, data interaction between the PLC and the edge cont |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROLLING COUNTING ELECTRIC DIGITAL DATA PROCESSING FUNCTIONAL ELEMENTS OF SUCH SYSTEMS MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS PHYSICS REGULATING |
| title | Edge controller integrating deep learning and PLC language and code generation method |
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