Optics and Precision Engineering, Volume. 30, Issue 24, 3159(2022)

Dynamic fuzzy-PID coordinated control of the cool-hot end temperature of large climate environmental test chambers

Jiangang WANG1...2,*, Hongtao YANG1, Xiaozhou YU1, Qinghua CHEN1 and Xiaojie XIE1 |Show fewer author(s)
Author Affiliations
  • 1School of Mechanical Engineering, Anhui University of Science and Technology, Huainan23200, China
  • 2Public Key Laboratory of Mining Response and Disaster Prevention and Control in Deep Coal Mines, Anhui University of Science and Technology, Huainan3001, China
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    Figures & Tables(10)
    Cabin structure
    Temperature control system
    Hot and cold end temperature Kalman-fuzzy controller
    Encoding diagram
    Kalman filter cycle diagram
    Sensor distribution location map and overall physical map
    Temperature measurement data and Kalman filter results under fuzzy PID
    Allan variance of temperature data under coordinated control of traditional incremental PID and fuzzy PID
    • Table 1. Obfuscation control rules table

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      Table 1. Obfuscation control rules table

      ΔKpKiKdec
      NBNMNSZOPSPMPB
      eNBPS ZO NMZO PB NMNB NM NSNM NM PBNM NS NMPS PM PBNM PS PB
      NMNB NB ZOPM PM NBPS NM NBZO NS NSNM ZO ZONS PS NMNM PB PM
      NSNM PM PBPB PB PMNS NS NBPM NS NMPM NS PBNM PB NBPB ZO NM
      ZOZO PM PSNM ZO NMZO PB NMNM NB PBNM NB NMNM NB NBPB PS PB
      PSPB NS NMZO NB NBNS PM NMNS NS NMNB PB NMPB PM PMNM ZO NM
      PMPB PM NSPS PB PBPM NB NMNM NS NSNB PB PMNS PM PBZO PS NM
      PBNB PB ZOPS PM PMPM PB PSNS NB PMPB NB NMNS NB NMNB ZO PB
    • Table 2. Comparison of standard deviations of temperature data before and after Kalman filtering

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      Table 2. Comparison of standard deviations of temperature data before and after Kalman filtering

      温度/℃020305060
      滤波前标准差0.229 690.231 730.173 180.172 840.173 42
      滤波后标准差0.114 850.115 860.086 650.086 330.086 89
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    Jiangang WANG, Hongtao YANG, Xiaozhou YU, Qinghua CHEN, Xiaojie XIE. Dynamic fuzzy-PID coordinated control of the cool-hot end temperature of large climate environmental test chambers[J]. Optics and Precision Engineering, 2022, 30(24): 3159

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    Paper Information

    Category: Micro/Nano Technology and Fine Mechanics

    Received: Aug. 2, 2022

    Accepted: --

    Published Online: Feb. 15, 2023

    The Author Email: WANG Jiangang (wangjg@lik.net.cn)

    DOI:10.37188/OPE.20223024.3159

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