Wei Wang, Shaofu Li, Hao Wu, Cheng Jiang, Yingying Tang. Research on temperature control of high power microwave oven based on back propagation neural network PID[J]. High Power Laser and Particle Beams, 2024, 36(1): 013010
- High Power Laser and Particle Beams
- Vol. 36, Issue 1, 013010 (2024)
Fig. 1. Structure of microwave heating temperature controller based on back propagation neural network PID (BPNNPID)
Fig. 2. BP neural network structure diagram
Fig. 3. Input and output data of microwave heating process
Fig. 4. Identification model fitting curve
Fig. 5. Simulation model of microwave heating temperature control system
Fig. 6. Device and structural diagram of high power microwave oven
Fig. 7. Comparison of microwave heating temperature simulation
Fig. 8. Block diagram of microwave heating temperature control system
Fig. 9. Comparison of microwave heating temperature experiments
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Table 1. Comparison of control performance of various control methods
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