An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption

Ullah, Israr; Fayaz, Muhammad; Aman, Muhammad; Kim, Do‐Hyeun

doi:10.1007/s00607-021-00963-5

Cited by 41 publications

(22 citation statements)

References 19 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…A key goal moving forward would be to minimize manual interventions, improve yields, and optimize the usage of resources and agrochemicals [35,36]. However, the actualization of the potential benefits associated with sensors would be contingent on the optimization of specific parameters and the integration of accurate sensors for monitoring water and moisture content and plant physiology [35].…”

Section: Iot and The Mitigation Of The Adverse Effects Of Climate Change In Agriculturementioning

confidence: 99%

“…There is broad consensus among scholars that the optimization of IoT systems for greenhouses requires the careful selection of sensors, data acquisition, optimization, determination of the desired settings, and rule-based control (see Figure 2) [35,36,45]. Considering that the conditions have to be optimized for different horticultural crops, there is a need for advanced techniques for data acquisition using Kalman filter prediction and related techniques that can forecast future environmental conditions using historical data.…”

Section: Optimization Of Iot Systems For Smart Greenhouses and Intelligent Farmingmentioning

confidence: 99%

See 1 more Smart Citation

Application of Internet of Things (IoT) for Optimized Greenhouse Environments

Maraveas

Bartzanas

2021

AgriEngineering

View full text Add to dashboard Cite

This review presents the state-of-the-art research on IoT systems for optimized greenhouse environments. The data were analyzed using descriptive and statistical methods to infer relationships between the Internet of Things (IoT), emerging technologies, precision agriculture, agriculture 4.0, and improvements in commercial farming. The discussion is situated in the broader context of IoT in mitigating the adverse effects of climate change and global warming in agriculture through the optimization of critical parameters such as temperature and humidity, intelligent data acquisition, rule-based control, and resolving the barriers to the commercial adoption of IoT systems in agriculture. The recent unexpected and severe weather events have contributed to low agricultural yields and losses; this is a challenge that can be resolved through technology-mediated precision agriculture. Advances in technology have over time contributed to the development of sensors for frost prevention, remote crop monitoring, fire hazard prevention, precise control of nutrients in soilless greenhouse cultivation, power autonomy through the use of solar energy, and intelligent feeding, shading, and lighting control to improve yields and reduce operational costs. However, particular challenges abound, including the limited uptake of smart technologies in commercial agriculture, price, and accuracy of the sensors. The barriers and challenges should help guide future Research & Development projects and commercial applications.

show abstract

Section: Iot and The Mitigation Of The Adverse Effects Of Climate Change In Agriculturementioning

confidence: 99%

Section: Optimization Of Iot Systems For Smart Greenhouses and Intelligent Farmingmentioning

confidence: 99%

Application of Internet of Things (IoT) for Optimized Greenhouse Environments

Maraveas

Bartzanas

2021

AgriEngineering

View full text Add to dashboard Cite

show abstract

“…The commercially existing smart IoT sensors/devices have proved that it was ideal to minimize costs and increased efficiency through IoT technology. Besides, the primary goal would be to improve productivity, and resource optimization, and reduce manual interventions [15]. Preliminary research indicates that IoT-based agricultural system offers great potential in greenhouse farming [16].…”

Section: Introductionmentioning

confidence: 99%

IoT Based Smart Greenhouse Framework and Control Strategies for Sustainable Agriculture

et al. 2022

View full text Add to dashboard Cite

In recent years, the Internet of Things (IoT) has become one of the most familiar names creating a benchmark and scaling new heights. IoT an indeed future of the communication that has transformed the objects (things) of the real world into smarter devices. With the advent of IoT technology, this decade is witnessing a transformation from traditional agriculture approaches to the most advanced ones. In perspective to the current standing of IoT in agriculture, identification of the most prominent application of IoT-based smart farming i.e. greenhouse has been highlighted and presented a comprehensive systematic literature review (SLR) in the Greenhouse field. The SLR has been conducted by reviewing the articles published between 2015-2022. This SLR analyses 32 relevant studies, which were selected manually from well-reputed digital databases. The primary objective of this SLR is to conduct state-of-the-art research to analyze and identify the current research trends, opportunities, challenges, and gaps in IoT-based greenhouse farming. A rigorous discussion on IoT-based greenhouse applications, sensors/devices, and communication protocols have been presented. Furthermore, this research also presents an inclusive review of IoT-based greenhouse sensors/devices and communication protocols. Moreover, we have also presented a rigorous discussion on smart greenhouse farming challenges and security issues as well as identified future research directions to overcome these challenges. This research has explained many aspects of the technologies involved in IoT-based greenhouse and proposed network architecture, topology, and platforms. In the end, review results have been summarized by presenting an IoT-based greenhouse farm management taxonomy and attacks taxonomy.INDEX TERMS Internet of things (IoT), greenhouse, applications, sensors, communication protocols, cloud computing, big data analytics, security attacks

show abstract

“…This regulation regulates the principles and obligations for language practices in the electricity market. This framework also includes incentives for renewable energy sources [6]. Considering the increasing energy demand and solar energy potential of our country, it is necessary to accelerate efforts in this direction.…”

Section: Introductionmentioning

confidence: 99%

IoT-Based Solar Energy Measurement and Monitoring Model

Chitra

Gowri

Maheswari³

et al. 2022

International Journal of Photoenergy

View full text Add to dashboard Cite

In the early days, greenhouse energy did not pay much attention to coating inspections and new applications, spending more attention on repair solar energy projects instead. However, these attitudes have recently changed. Energy producers realize that preventing corrosion and deterioration is less expensive than solving the greenhouse problems when they occur. The proposed model also provides coating, paint control, and error analysis services within the scope of solar machinery and equipment-related services while the greenhouse equipment reached a low energy level. The greenhouse monitoring services ensure that a solar plant is economical, reliable, and of high quality, meets legal requirements, conforms to standards published by domestic and foreign organizations, and determines conditions that cause short circuits or power outages. In this context, with the help of cloud computing-based Internet of things (IOT), the industrial power stations, high-voltage substations, low-voltage networks, power stations that comply with legal regulations on safety from electricity, electrical installations for machinery, alarm systems, fire alarm systems, cathodic corrosion protection mechanisms in oil tanks and pipelines, emergency power supply installations, electrical installations in buildings, and gas alarm systems are inspected and documented.

show abstract

An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption

Cited by 41 publications

References 19 publications

Application of Internet of Things (IoT) for Optimized Greenhouse Environments

Application of Internet of Things (IoT) for Optimized Greenhouse Environments

IoT Based Smart Greenhouse Framework and Control Strategies for Sustainable Agriculture

IoT-Based Solar Energy Measurement and Monitoring Model

Contact Info

Product

Resources

About