Design of an Intelligent Management System for Agricultural Greenhouses Based on the Internet of Things

Li, Zhaochan; Wang, Jinlong; Higgs, Rowan; Zhou, Li; Yuan, Wenbin

doi:10.1109/cse-euc.2017.212

Cited by 61 publications

(33 citation statements)

References 9 publications

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“…This study of IoT in agriculture and farming focuses on developing a criterion approach with the help of agricultural environmental parameters and IoT measures and technologies. In the field of agriculture, there are many environmental parameters that need to be considered to enhance crops, reduce water consumption and human involvement [44]. Moreover, there are many sub-verticals that can be identified depending on the differences in approach.…”

Section: Resultsmentioning

confidence: 99%

Adoption of the Internet of Things (IoT) in Agriculture and Smart Farming towards Urban Greening: A Review

Madushanki¹,

Halgamuge²,

Wirasagoda³

et al. 2019

IJACSA

157

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It is essential to increase the productivity of agricultural and farming processes to improve yields and costeffectiveness with new technology such as the Internet of Things (IoT). In particular, IoT can make agricultural and farming industry processes more efficient by reducing human intervention through automation. In this study, the aim to analyze recently developed IoT applications in the agriculture and farming industries to provide an overview of sensor data collections, technologies, and sub-verticals such as water management and crop management. In this review, data is extracted from 60 peer-reviewed scientific publications (2016-2018) with a focus on IoT sub-verticals and sensor data collection for measurements to make accurate decisions. Our results from the reported studies show water management is the highest subvertical (28.08%) followed by crop management (14.60%) then smart farming (10.11%). From the data collection, livestock management and irrigation management resulted in the same percentage (5.61%). In regard to sensor data collection, the highest result was for the measurement of environmental temperature (24.87%) and environmental humidity (19.79%). There are also some other sensor data regarding soil moisture (15.73%) and soil pH (7.61%). Research indicates that of the technologies used in IoT application development, Wi-Fi is the most frequently used (30.27%) followed by mobile technology (21.10%). As per our review of the research, we can conclude that the agricultural sector (76.1%) is researched considerably more than compared to the farming sector (23.8%). This study should be used as a reference for members of the agricultural industry to improve and develop the use of IoT to enhance agricultural production efficiencies. This study also provides recommendations for future research to include IoT systems' scalability, heterogeneity aspects, IoT system architecture, data analysis methods, size or scale of the observed land or agricultural domain, IoT security and threat solutions/protocols, operational technology, data storage, cloud platform, and power supplies.12 | P a g e www.ijacsa.thesai.orgThis review provides an overall picture of currently developed IoT applications in agriculture and farming between 2016 and 2018.

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Section: Resultsmentioning

confidence: 99%

Adoption of the Internet of Things (IoT) in Agriculture and Smart Farming towards Urban Greening: A Review

Madushanki¹,

Halgamuge²,

Wirasagoda³

et al. 2019

IJACSA

157

View full text Add to dashboard Cite

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“…WSPVs should help facilitate development of smart greenhouses that maximize energy and water use efficiency while growing food (Li et al, 2017). Precision greenhouse agriculture is not a new field (Cannon, 2017), but WSPVs could help provide power for the new generation of embedded glasshouse sensor networks, controlled by small single-board computers and robotics, and integrated with the Internet of Things (Shaikh et al, 2017).…”

Section: Outlook For the Futurementioning

confidence: 99%

Wavelength‐Selective Solar Photovoltaic Systems: Powering Greenhouses for Plant Growth at the Food‐Energy‐Water Nexus

et al. 2017

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Global renewable electricity generation capacity has rapidly increased in the past decade. Increasing the sustainability of electricity generation and the market share of solar photovoltaics (PV) will require continued cost reductions or higher efficiencies. Wavelength‐Selective Photovoltaic Systems (WSPVs) combine luminescent solar cell technology with conventional silicon‐based PV, thereby increasing efficiency and lowering the cost of electricity generation. WSPVs absorb some of the blue and green wavelengths of the solar spectrum but transmit the remaining wavelengths that can be utilized by photosynthesis for plants growing below. WSPVs are ideal for integrating electricity generation with glasshouse production, but it is not clear how they may affect plant development and physiological processes. The effects of tomato photosynthesis under WSPVs showed a small decrease in water use, whereas there were minimal effects on the number and fresh weight of fruit for a number of commercial species. Although more research is required on the impacts of WSPVs, they are a promising technology for greater integration of distributed electricity generation with food production operations, for reducing water loss in crops grown in controlled environments, as building‐integrated solar facilities, or as alternatives to high‐impact PV for energy generation over agricultural or natural ecosystems.

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“…Анализ научной литературы последних лет показал, что исследователи рассматривают преимущественно технологии разработки систем управления микроклиматом крупных тепличных комплексов, при этом акцент делается на интеллектуальных [3][4][5][6][7][8][9], беспроводных технологиях [10][11][12] и технологии IoT [13]. Это оправданно, поскольку такие инфраструктурные решения не зависят от топологии земельных участков, а также способны обеспечить охват территории любой площади.…”

Section: обзор исследованийunclassified

Developing a smart greenhouse for a personal subsidiary farm

Gavrilova

2019

Russian journal of resources, conservation and recycling

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Тhe article considers the problem of development and application of robotic greenhouse on a non-industrial scale, mainly for garden and garden plots, owned by about 50 % of the population of Russia. The main problem is the high cost of existing technologies for building smart greenhouses, which makes them inaccessible to a large number of Russian gardeners. The concept of «smart greenhouse» is specified, an overview of modern trends in the construction of robotic greenhouse is given, as well as a description of the production of the experiment, which consisted in the development of the technology of «smart greenhouse», and its results. Analysis of the results showed that the creation of a «smart greenhouse» implies that the developer has skills in the field of mechanics, electrical engineering and microelectronics, programming, including the programming of microcontrollers and the development of knowledge bases, as well as knowledge of the technology of growing various crops in greenhouse complexes. The ill-thinking of any aspect of a robotic greenhouse reduces the efficiency of technology, and investments do not pay off. On the contrary, a competent approach to the creation of a «smart greenhouse» can significantly increase yields while reducing the labor costs of garden owners. Thus, timely (instantaneous) notification of abnormal situations (values of controlled parameters go beyond technological boundaries, equipment failure, etc.) will minimize losses from accidents and violations of technological mode. At the same time, the increase in the intellectual level of greenhouses involves an increase in the cost of its development. At the moment, the cost of a robotic greenhouse is quite high for the target audience, which suggests further research in the field of creating complex and economical solutions for «smart greenhouse».

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Design of an Intelligent Management System for Agricultural Greenhouses Based on the Internet of Things

Cited by 61 publications

References 9 publications

Adoption of the Internet of Things (IoT) in Agriculture and Smart Farming towards Urban Greening: A Review

Adoption of the Internet of Things (IoT) in Agriculture and Smart Farming towards Urban Greening: A Review

Wavelength‐Selective Solar Photovoltaic Systems: Powering Greenhouses for Plant Growth at the Food‐Energy‐Water Nexus

Developing a smart greenhouse for a personal subsidiary farm

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