High Power Laser and Particle Beams, Volume. 36, Issue 1, 013010(2024)

Research on temperature control of high power microwave oven based on back propagation neural network PID

Wei Wang, Shaofu Li, Hao Wu, Cheng Jiang, and Yingying Tang
Author Affiliations
  • School of Information Engineering, Southwest University of Science and Technology, Mianyang 621010, China
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    References(16)

    [5] Yang Biao, Xiao Qingyun, Cheng Cheng, et al. Research on temperature uniformity optimization of microwave heating Debye media based on MDADT[J]. International Journal of RF and Microwave Computer-Aided Engineering, 32, e23538(2022).

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    [9] [9] Zhou Mingchang. Study on numerical simulation of microwave heating temperature control[D]. Mianyang: Southwest University of Science Technology, 2020

    [11] Yang Biao, Cheng Cheng, Li Xinpei, . A temperature control strategy for microwave heating process based on prediction model[J]. Journal of Kunming University of Science and Technology (Natural Science), 45, 1-8(2020).

    [12] Yuan Xiaofeng, Peng Jinhui, Chen Qi, . A improved PID technology used in industrial microwave heating furnace control[J]. Industrial Heating, 44, 65-68(2015).

    [13] [13] Liu Changjun, Shen Dongyu. Analysis control of the thermal runaway of ceramic slab under microwave heating[J]. Science in China Series E: Technological Sciences, 2008, 51(12): 22332241

    [14] Zhou Mingchang, Li Shaofu. Multi-feed microwave heating temperature control system based on numerical simulation[J]. Journal of Microwaves, 35, 92-96(2019).

    [15] [15] Yuan Yupeng, Liang Shan, Zhong Jiaqi, et al. Black box system identification dedicated to a microwave heating process[C]Proceedings of the 27th Chinese Control Decision Conference. 2015: 41164120.

    [16] [16] Zhang Zexu. Neural wks control MATLAB simulation[M]. Harbin: Harbin Institute of Technology Press, 2011

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    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

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    Paper Information

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    Received: Aug. 22, 2023

    Accepted: Dec. 1, 2023

    Published Online: Mar. 21, 2024

    The Author Email:

    DOI:10.11884/HPLPB202436.230280

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