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Developing a Modern Greenhouse Scientific Research Facility—A Case Study (CROSBI ID 293170)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Cafuta, Davor ; Dodig, Ivica ; Cesar, Ivan ; Kramberger, Tin Developing a Modern Greenhouse Scientific Research Facility—A Case Study // Sensors, 21 (2021), 8; 2575, 23. doi: 10.3390/s21082575

Podaci o odgovornosti

Cafuta, Davor ; Dodig, Ivica ; Cesar, Ivan ; Kramberger, Tin

engleski

Developing a Modern Greenhouse Scientific Research Facility—A Case Study

Multidisciplinary approaches in science are still rare, especially in completely different fields such as agronomy science and computer science. We aim to create a state-of-the-art floating ebb and flow system greenhouse that can be used in future scientific experiments. The objective is to create a self-sufficient greenhouse with sensors, cloud connectivity, and artificial intelligence for real- time data processing and decision making. We investigated various approaches and proposed an optimal solution that can be used in much future research on plant growth in floating ebb and flow systems. A novel microclimate pocket- detection solution is proposed using an automatically guided suspended platform sensor system. Furthermore, we propose a methodology for replacing sensor data knowledge with artificial intelligence for plant health estimation. Plant health estimation allows longer ebb periods and increases the nutrient level in the final product. With intelligent design and the use of artificial intelligence algorithms, we will reduce the cost of plant research and increase the usability and reliability of research data. Thus, our newly developed greenhouse would be more suitable for plant growth research and production.

internet of things ; artificial intelligence ; sensors smart agriculture ; cloud computing

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Podaci o izdanju

21 (8)

2021.

2575

23

objavljeno

1424-8220

10.3390/s21082575

Trošak objave rada u otvorenom pristupu

Povezanost rada

Informacijske i komunikacijske znanosti, Računarstvo

Poveznice
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