• Optics and Precision Engineering
  • Vol. 30, Issue 24, 3159 (2022)
Jiangang WANG1,2,*, Hongtao YANG1, Xiaozhou YU1, Qinghua CHEN1, and Xiaojie XIE1
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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    DOI: 10.37188/OPE.20223024.3159 Cite this Article
    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 Copy Citation Text show less
    Cabin structure
    Fig. 1. Cabin structure
    Temperature control system
    Fig. 2. Temperature control system
    Hot and cold end temperature Kalman-fuzzy controller
    Fig. 3. Hot and cold end temperature Kalman-fuzzy controller
    Encoding diagram
    Fig. 4. Encoding diagram
    Kalman filter cycle diagram
    Fig. 5. Kalman filter cycle diagram
    Sensor distribution location map and overall physical map
    Fig. 6. Sensor distribution location map and overall physical map
    Temperature measurement data and Kalman filter results under fuzzy PID
    Fig. 7. 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
    Fig. 8. Allan variance of temperature data under coordinated control of traditional incremental PID and fuzzy PID
    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 1. Obfuscation control rules table
    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
    Table 2. Comparison of standard deviations of temperature data before and after Kalman filtering
    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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