TY - JOUR
T1 - Sustainable energy management for indoor farming in hot desert climates
AU - Sanfilippo, Antonio
AU - Kafi, Abdellah
AU - Jovanovic, Raka
AU - Shannak, Sa'd
AU - Ahmad, Noormazlinah
AU - Wanik, Zamri
N1 - Publisher Copyright:
© 2024 Elsevier Ltd
PY - 2024/9/21
Y1 - 2024/9/21
N2 - Achieving food self-sufficiency in hot desert climates requires year-round farming, which is challenging due to extreme weather, water scarcity, and limited arable land. Indoor soil-less farming can mitigate these issues by reducing land and water use but increases operational complexity and electricity needs for cooling, impacting economic sustainability. This paper presents a resource management system using Artificial Intelligence of Things (AIoT) to simplify operations and optimize resources, alongside techno-economic analysis for economic viability. A case study on hydroponic tomato farming in hot deserts demonstrates that beyond a crop yield threshold (24.022 kg/m2), significantly more energy is required for marginal yield increases (e.g., 18% more electricity for a 0.35% yield increase). Despite higher energy use, the techno-economic analysis shows a net present value increase even with unsubsidized electricity. Thus, optimizing energy alongside water and nutrients is crucial for economic sustainability in indoor farming.
AB - Achieving food self-sufficiency in hot desert climates requires year-round farming, which is challenging due to extreme weather, water scarcity, and limited arable land. Indoor soil-less farming can mitigate these issues by reducing land and water use but increases operational complexity and electricity needs for cooling, impacting economic sustainability. This paper presents a resource management system using Artificial Intelligence of Things (AIoT) to simplify operations and optimize resources, alongside techno-economic analysis for economic viability. A case study on hydroponic tomato farming in hot deserts demonstrates that beyond a crop yield threshold (24.022 kg/m2), significantly more energy is required for marginal yield increases (e.g., 18% more electricity for a 0.35% yield increase). Despite higher energy use, the techno-economic analysis shows a net present value increase even with unsubsidized electricity. Thus, optimizing energy alongside water and nutrients is crucial for economic sustainability in indoor farming.
KW - Digital twin
KW - Genetic optimization
KW - Indoor farming
KW - Internet-of-Things
KW - Resource optimization
KW - Technoeconomic analysis
UR - https://www.scopus.com/pages/publications/85204479981
U2 - 10.1016/j.seta.2024.103958
DO - 10.1016/j.seta.2024.103958
M3 - Article
AN - SCOPUS:85204479981
SN - 2213-1388
VL - 71
JO - Sustainable Energy Technologies and Assessments
JF - Sustainable Energy Technologies and Assessments
M1 - 103958
ER -