IoT Stingless Bee Colony Monitoring System
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| Názov: | IoT Stingless Bee Colony Monitoring System |
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| Autori: | R. J. Arendela, R. A. Ebora, E. Arboleda, J. L. M. Ramos, M. Bono, D. Dimero |
| Zdroj: | Journal of Agricultural Machinery, Vol 15, Iss 1, Pp 47-63 (2025) |
| Informácie o vydavateľovi: | Ferdowsi University of Mashhad, 2025. |
| Rok vydania: | 2025 |
| Zbierka: | LCC:Agriculture (General) LCC:Engineering (General). Civil engineering (General) |
| Predmety: | environmental parameters, hive weight, iot monitoring system, remote monitoring, stingless bee colony, Agriculture (General), S1-972, Engineering (General). Civil engineering (General), TA1-2040 |
| Popis: | The IoT monitoring system for stingless bee colonies aims to provide real-time information about temperature, humidity, and hive weight in response to the issue of colony collapse disorder (CCD) caused by human intervention in beekeeping. It also aims to improve the current monitoring methods for the bees more effectively and efficiently. The monitoring system features a water-cooling control system to maintain an optimal temperature for Tetragonula Biroi (Stingless Bees). The system also includes a user dashboard for remote monitoring and alerts the beekeeper when it is time to harvest. It’s primarily built around the ESP8266-MOD microcontroller, with an Arduino Mega 2560 R3 for the water valve control system. Data were collected from a DHT22 sensor for temperature and humidity, and load cells connected to an HX711 amplifier for hive weight. The system was tested by comparing samples from the system and actual measuring instruments using MAPE for two months, and it demonstrated 98.74% and 97.89% accuracy for surrounding temperature and humidity, respectively. An accuracy of 95.92% for the weight scale and 93% for the water valve control system was also obtained. Hives equipped with the IoT system gained 3.414% more weight than those without it, indicating that the project succeeded in achieving its objectives. |
| Druh dokumentu: | article |
| Popis súboru: | electronic resource |
| Jazyk: | English Persian |
| ISSN: | 2228-6829 2423-3943 |
| Relation: | https://jame.um.ac.ir/article_46338_765e7a361c686602c7573f9cebf69149.pdf; https://doaj.org/toc/2228-6829; https://doaj.org/toc/2423-3943 |
| DOI: | 10.22067/jam.2024.86261.1222 |
| Prístupová URL adresa: | https://doaj.org/article/2cc8fbc8f3da436084ca6334cf3a6090 |
| Prístupové číslo: | edsdoj.2cc8fbc8f3da436084ca6334cf3a6090 |
| Databáza: | Directory of Open Access Journals |
Nájsť tento článok vo Web of Science | Abstrakt: | The IoT monitoring system for stingless bee colonies aims to provide real-time information about temperature, humidity, and hive weight in response to the issue of colony collapse disorder (CCD) caused by human intervention in beekeeping. It also aims to improve the current monitoring methods for the bees more effectively and efficiently. The monitoring system features a water-cooling control system to maintain an optimal temperature for Tetragonula Biroi (Stingless Bees). The system also includes a user dashboard for remote monitoring and alerts the beekeeper when it is time to harvest. It’s primarily built around the ESP8266-MOD microcontroller, with an Arduino Mega 2560 R3 for the water valve control system. Data were collected from a DHT22 sensor for temperature and humidity, and load cells connected to an HX711 amplifier for hive weight. The system was tested by comparing samples from the system and actual measuring instruments using MAPE for two months, and it demonstrated 98.74% and 97.89% accuracy for surrounding temperature and humidity, respectively. An accuracy of 95.92% for the weight scale and 93% for the water valve control system was also obtained. Hives equipped with the IoT system gained 3.414% more weight than those without it, indicating that the project succeeded in achieving its objectives. |
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| ISSN: | 22286829 24233943 |
| DOI: | 10.22067/jam.2024.86261.1222 |