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Research and Design of an Intelligent IoT Monitoring System for Coal Mine Gas Based on the Fuzzy-PID Algorithm Cover

Research and Design of an Intelligent IoT Monitoring System for Coal Mine Gas Based on the Fuzzy-PID Algorithm

Open Access
|Jun 2025

Figures & Tables

Figure 1.

The Overall Architecture Diagram of the Intelligent IoT Monitoring System for Coal Mine Gas
The Overall Architecture Diagram of the Intelligent IoT Monitoring System for Coal Mine Gas

Figure 2.

Functional Block Diagram of the Hardware Composition of IoT Sensor Nodes for Coal Mine Gas Monitoring
Functional Block Diagram of the Hardware Composition of IoT Sensor Nodes for Coal Mine Gas Monitoring

Figure 3.

Flowchart of the Microcontroller Software Design for Sensor Nodes
Flowchart of the Microcontroller Software Design for Sensor Nodes

Figure 4.

Function Module Diagram of the Control Service Layer in the IoT Monitoring System
Function Module Diagram of the Control Service Layer in the IoT Monitoring System

Figure 5.

Traditional PID Control Process for Ventilation Variable Frequency Drives in Coal Mine Gas IoT
Traditional PID Control Process for Ventilation Variable Frequency Drives in Coal Mine Gas IoT

Figure 6.

Fuzzy Control System Block Diagram
Fuzzy Control System Block Diagram

Figure 7.

Coal Mine Gas Intelligent IoT Fuzzy-PID Control Schematic
Coal Mine Gas Intelligent IoT Fuzzy-PID Control Schematic

Figure 8.

Experimental Control Effect Curve of the Traditional PID
Experimental Control Effect Curve of the Traditional PID

Figure 9.

Experimental Control Effect Curve of the Fuzzy Algorithm
Experimental Control Effect Curve of the Fuzzy Algorithm

Figure 10.

Experimental Control Effect Curve of the Fuzzy-PID Algorithm
Experimental Control Effect Curve of the Fuzzy-PID Algorithm

Figure 11.

Comparative Experimental Control Effect Curve of the Three Algorithms.
Comparative Experimental Control Effect Curve of the Three Algorithms.

Figure 12.

The Main Screen of the Intelligent IoT Monitoring System for Coal Mine Gas Using the Fuzzy-PID Algorithm.
The Main Screen of the Intelligent IoT Monitoring System for Coal Mine Gas Using the Fuzzy-PID Algorithm.

Fuzzy Control Rule Table

UFE
NBNMNSZEPSPMPB
ECNBPBPBPMPMPSZEZE
NMPBPBPMPSPSZENS
NSPMPMPMPSZENSNS
ZEPMPMPSZENSNMNM
PSPSPSZENSNSNMNM
PMPSZENSNMNMNMNB
PBZEZENMNMNMNBNB
Language: English
Page range: 11 - 28
Published on: Jun 13, 2025
Published by: Xi’an Technological University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Shengquan Yang, Jun Zhang, Zhengxin Zhang, Ruixin Ji, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.