The Journal of the Korea institute of electronic communication sciences (한국전자통신학회논문지)

Korea Institute of Electronic Communication Science (한국전자통신학회)
권호 표지
DOI QR코드

DOI QR Code

ICT-based Integrated Renewable Energy Monitoring System for Agricultural Products

ICT 기반 농작물 대상 재생에너지 통합 모니터링 시스템 개발

  • Received : 2020.05.18
  • Accepted : 2020.06.15
  • Published : 2020.06.30
Download PDF
⟨ Previous Next ⟩

Abstract

Recently, as research on smart farms has been actively conducted, systems for efficiently cultivating crops have been introduced and various energy systems using renewable energy such as solar, geothermal and wind power generation have been proposed to save the energy. In this paper, we propose a new and renewable energy convergence system for crops that provides energy independence and improved crop cultivation environment. First, we present LPWA-based communication node and gateway for ICT-based data collection. Then we propose an integrated monitoring server that collects energy data, crop growth data, and environmental data through a communication node and builds it as big data to perform optimal energy management that reflects the characteristics of the environment for cultivating crops. The proposed system is expected to contribute to the production of low-cost, high-quality crops through the fusion of renewable energy and smart farms.

최근 스마트 팜에 대한 연구가 활발히 진행되면서 농작물을 효율적으로 재배하는 시스템들이 도입되고 있으며 에너지 절감을 위해 태양광, 지열, 풍력 발전과 같은 신재생에너지를 활용한 다양한 에너지 시스템들이 제안되고 있다. 본 논문에서는 에너지 자립도와 작물재배 환경 향상을 제공하는 농작물 대상 신재생에너지 융합 시스템을 제안한다. 먼저 ICT기반의 데이터 수집을 위한 LPWA 기반 통신 노드, 게이트웨이를 제시한 다음 통신노드를 통해 에너지 데이터, 농작물 생육 데이터, 환경 데이터를 수집하여 빅 데이터로 구축하여 농작물 재배 환경 특성을 반영한 최적의 에너지 관리를 수행하는 통합 모니터링 서버를 제안한다. 제안된 시스템은 신재생에너지와 스마트 팜의 융합을 통해 저비용, 고품질의 농작물 생산에 기여할 것으로 기대된다.

Keywords

References

  1. G. H. Kim, "Design and Construction of Urban-type Energy Self-Supporting Smart-Farm Service Model," J. of information and communication convergence engineering, vol. 23, no. 10, 2019, pp. 1305-1310.
  2. T. H. Kim and D. H. Kim, "A Model Study for Development of Evaluation Criteria for Smart Farm Horticultural," International Conference on Convergence Technology, vol. 8, no. 9, 2017, pp. 339-345.
  3. H. K. Choi, H, H, Ahn, L. N. Jung, and B. K. Lee, "A Smart Farm Environment Optimization and Yield Prediction Platform based on IoT and Deep Learning," Korea Information Electronic Communication Technology, vol. 12, no. 6, 2019, pp. 672-680.
  4. E, K, Kim, "Smart Control System for Greenhouse Environment," J. of the Korea Institute of Electronic Communication Sciences, vol. 12, no. 5, 2017, pp. 907-914. https://doi.org/10.13067/JKIECS.2017.12.5.907
  5. J. H. Kang, S.H. jung, S. S. Nor, W. H. So, and C.B. sim, "Design and Implementation of Produce Farming Field-Oriented Smart Pest Information Retrieval System based on Mobile for u-Farm," J. of the Korea Institute of Electronic Communication Sciences, vol. 10, no. 10, 2015, pp. 1145-1156. https://doi.org/10.13067/JKIECS.2015.10.10.1145
  6. G. C. Seong, Y. G. Kim, W. M. Yang, and W. J. Kim, "Pi Logger : Low-cost Greenhouse Image and Environmental Data Collection System for Invigorating Smart Farm Propagation," J. of the Korea Institute of Electronic Communication Sciences, vol. 11, no. 11, 2016, pp. 1121-1128. https://doi.org/10.13067/JKIECS.2016.11.11.1121
  7. J. Y. Joo and J. C. Oh, "Development of Lora Wireless Network Based Water Supply Control System for Bare Ground Agriculture," J. of the Korea Institute of Electronic Communication Sciences, vol. 13, no. 6, 2018, pp. 1373-1378. https://doi.org/10.13067/JKIECS.2018.13.6.1373
  8. N. H. Yoo, "Development of Smart Farm System for Minimizing Carbon Emissions," J. of the Korea Institute of Electronic Communication Sciences, vol. 11, no. 12, 2016, pp. 1231-1236. https://doi.org/10.13067/JKIECS.2016.11.12.1231
  9. W. Cho, "LoRa for LPWA Network: Overview and its Performance Enhancement Technologies," J. of the Korea Institute of Electronic Communication Sciences, vol. 14, no. 2, 2019, pp. 283-288. https://doi.org/10.13067/JKIECS.2019.14.2.283
  10. S. K. Lee, "Design and Application of LoRa-based Network Protocol in IoT Networks," J. of the Korea Institute of Electronic Communication Sciences, vol. 14, no. 6, 2019, pp. 1089-1096. https://doi.org/10.13067/JKIECS.2019.14.6.1089
  11. K. H. Kim, "Design and Construction of Urban-type Energy Self-Supporting Smart-Farm Service Model." vol. 23, no. 10, 2019, pp. 1305-1310.
  12. J. P. Hong, D. H. Kim, and S, J, Hong, "National economic effects of smart farm : using input-output analysis," Korean Industrial Economic Association, vol. 32, no. 4,2019, pp. 1313-1332.
  13. B. R. Cha, M. S. Choi, and B. G. Kim, "Research of Next Generation IoF-Cloud based Smart Geenhouse & Service," Smart Media Journal, vol. 5, no. 3, 2016, pp. 17-24.
  14. M. H. Na, U. H. Bag, and O. H. Jo, "A Study on Optimal Environmental Factors of Tomato Using Smart Farm Data,", J. of the Korean Data Informaition Science Society, vol. 28, no. 6, 2017, pp. 1427-1435.
  15. M. S. Kil, K. H. Kim, and Y. S. Mun, "Case Study and Latest Trend Analysis of Big Data use in Power Industry," Korea Information Processing Society, vol. 22, no. 4, 2015, pp. 13-21.
  16. J. H. Lee, S. Y. Lee, and S. O. choi, "A Study on Remote Control of Inverter Based on VLC for SMART FEMS," The Transactions of the Korean Korean Institute of Electrical Engineers, vol. 67, no. 10, 2018, pp. 1382-1387.
  17. C. O. Kim, J. Kim, and S, M. Kim, "Factory Energy Management System (FEMS) Technology Trends and Application Examples for Manufacturing Industry Energy Saving," Korean Society for Equipment Engineering, vol. 44, no. 1, 2015, pp. 22-27.