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<p>The rapid advancement of highly precise manufacturing technology has facilitated much research to be carried out in the area of multi-sensor capacity and data synthesis expertise. The research aims to establish a detection system that improves surveillance capacities. The accuracy and efficiency of production are improved through precision accuracy and data abundance. A single sensor cannot fix the factors affecting the detectors in a mining gas surveillance system. The multi-sensor data fusion technique improves the system's information utility, precision, dependability, and error tolerance. Each sensor individually detects specific characteristics in a multi-sensor system.Zhang in EURASIP Journal on Advances in Signal Processing 2021:1–18, 2021 Using an appropriate signal-processing technique, the system then combines the total individual capacities into a complete measurement data set.The Industrial Revolution has made manufacturing companies smarter, which has required the creation of multi-sensors. Several sensors are employed in the industrial monitoring of personnel and machinery to identify events, optimize production processes, reduce associated costs, and improve safety.</p>

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A Smart Gas Measurement Device Using Multi-sensor Fusion Techniques

  • 期刊论文

  • 发表日期：

    2026年5月22日

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  • Ajay Thatere,
  • Akshaykumar Meshram,
  • Ashish B. Jirapure,
  • Sarita Gajbhiye Meshram

摘要

The rapid advancement of highly precise manufacturing technology has facilitated much research to be carried out in the area of multi-sensor capacity and data synthesis expertise. The research aims to establish a detection system that improves surveillance capacities. The accuracy and efficiency of production are improved through precision accuracy and data abundance. A single sensor cannot fix the factors affecting the detectors in a mining gas surveillance system. The multi-sensor data fusion technique improves the system's information utility, precision, dependability, and error tolerance. Each sensor individually detects specific characteristics in a multi-sensor system.Zhang in EURASIP Journal on Advances in Signal Processing 2021:1–18, 2021 Using an appropriate signal-processing technique, the system then combines the total individual capacities into a complete measurement data set.The Industrial Revolution has made manufacturing companies smarter, which has required the creation of multi-sensors. Several sensors are employed in the industrial monitoring of personnel and machinery to identify events, optimize production processes, reduce associated costs, and improve safety.