Optimizing RFID Sensor Network Design in Poultry Farms Using The Taguchi Method

The poultry farming industry has undergone significant technological advancements aimed at enhancing productivity, efficiency, and animal welfare. Efficient monitoring systems play a crucial role in improving outputs, and this study focuses on optimizing RFID sensor networks in poultry farms through the Taguchi method. This robust statistical technique identifies the most influential factors in a process, thereby enhancing product quality. Our analysis revealed that the optimal combination of reader distance and power significantly improved tag readability and sensing range. These findings enable poultry farmers to fine-tune RFID systems for enhanced monitoring. Furthermore, this research provides valuable insights into the application of advanced techniques in agriculture, promoting innovative technologies for effective poultry farm management.

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Published
2024-12-21
DOI
https://doi.org/10.1109/apace62360.2024.10877388
Primary Topic
Food Supply Chain Traceability
Type
article
Field-Weighted Citation Impact
0.00

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article

Optimizing RFID Sensor Network Design in Poultry Farms Using The Taguchi Method

Sittilin Salleh, Razak Mohd Ali Lee, Jaii Roshan Sugunabalakumar, Kennedy Juani
Food Supply Chain Traceability
article

Optimizing RFID Sensor Network Design in Poultry Farms Using The Taguchi Method

Sittilin Salleh, Razak Mohd Ali Lee, Jaii Roshan Sugunabalakumar, Kennedy Juani
article en

Abstract

The poultry farming industry has undergone significant technological advancements aimed at enhancing productivity, efficiency, and animal welfare. Efficient monitoring systems play a crucial role in improving outputs, and this study focuses on optimizing RFID sensor networks in poultry farms through the Taguchi method. This robust statistical technique identifies the most influential factors in a process, thereby enhancing product quality. Our analysis revealed that the optimal combination of reader distance and power significantly improved tag readability and sensing range. These findings enable poultry farmers to fine-tune RFID systems for enhanced monitoring. Furthermore, this research provides valuable insights into the application of advanced techniques in agriculture, promoting innovative technologies for effective poultry farm management.

Universiti of Malaysia Sabah (MY)
Universiti Malaysia Sabah
Openalex Percentile: Top 67%
Food Supply Chain Traceability
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