IoT implementation for indoor vertical farming watering system

Ismail, Muhammad Ikhwan Hanif bin; Thamrin, Norashikin M.

doi:10.1109/iceese.2017.8298388

Cited by 39 publications

(21 citation statements)

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“…We evaluated CPoF on an indoor, automated agriculture system ( Figure 6). This was motivated by the growing trend of smart farms that grow produce indoors, where environmental factors can be controlled to ensure a correct and efficient amount of light and water for produce [38], [39]. The objective of our evaluation is to see whether CEP systems are effective in providing FT support to handle data loss and inconsistency errors using the checks from Section IV-B.…”

Section: Discussionmentioning

confidence: 99%

Complex Patterns of Failure: Fault Tolerance via Complex Event Processing for IoT Systems

Power

Kotonya

2019

2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE C

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Fault-tolerance (FT) support is a key challenge for ensuring dependable Internet of Things (IoT) systems. Many existing FT-support mechanisms for IoT are static, tightly coupled, and inflexible, and so they struggle to provide effective support for dynamic IoT environments. This paper proposes Complex Patterns of Failure (CPoF), an approach to providing FT support for IoT systems using Complex Event Processing (CEP) that promotes modularity and reusability in FT-support design. System defects are defined using our Vulnerabilities, Faults, and Failures (VFF) framework, and error-detection strategies are defined as nondeterministic finite automata (NFA) implemented via CEP systems. We evaluated CPoF on an automated agriculture system and demonstrated its effectiveness against three types of errordetection checks: reasonableness, timing, and reversal. Using CPoF, we identified unreasonable environmental conditions and performance degradation via sensor data analysis.

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Section: Discussionmentioning

confidence: 99%

Complex Patterns of Failure: Fault Tolerance via Complex Event Processing for IoT Systems

Power

Kotonya

2019

2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE C

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“…Water quality is monitored by sensor nodes which are empowered with wireless communication. IoT technology measure both physical and chemical constraints of ph, dissolved, temperature, conductivity and oxygen [72]. Gathered data about water management system is viewed on internet by using cloud computing services.…”

Section: D: Irrigation Monitoring Systemmentioning

confidence: 99%

A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming

et al. 2019

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Internet of things (IoT) is a promising technology which provides efficient and reliable solutions towards the modernization of several domains. IoT based solutions are being developed to automatically maintain and monitor agricultural farms with minimal human involvement. The article presents many aspects of technologies involved in the domain of IoT in agriculture. It explains the major components of IoT based smart farming. A rigorous discussion on network technologies used in IoT based agriculture has been presented, that involves network architecture and layers, network topologies used, and protocols. Furthermore, the connection of IoT based agriculture systems with relevant technologies including cloud computing, big data storage and analytics has also been presented. In addition, security issues in IoT agriculture have been highlighted. A list of smart phone based and sensor based applications developed for different aspects of farm management has also been presented. Lastly, the regulations and policies made by several countries to standardize IoT based agriculture have been presented along with few available success stories. In the end, some open research issues and challenges in IoT agriculture field have been presented.

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“…One such example is a smart and remotely controlled water supply system that has been designed for vertical farming. It is used to supply water to the plants based on their soil moisture condition [71].…”

Section: Core Data Handling Layermentioning

confidence: 99%

Smart Indoor Farms: Leveraging Technological Advancements to Power a Sustainable Agricultural Revolution

Hati

Singh

2021

AgriEngineering

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Conventional farming necessitates a large number of resources and infrastructure such as land, irrigation, manpower to manage farms, etc. Modern initiatives are required to automate conventional farms. Smart indoor farms offer the potential to remedy the shortfalls of conventional farms by providing a controlled, intelligent, and smart environment. This paper presents a three-dimensional perspective consisting of soilless farming, energy harvesting, and smart technologies, which could be considered as the three important characteristics of smart indoor farms. A six-layer smart indoor farms architecture has also been proposed, which explains how data are collected using various sensors and devices and then transmitted onto the cloud infrastructure for further analysis and control through various layers. Artificial lighting, smart nutrition management, and artificial climate control, to name a few, are some of the important requirements for smart indoor farms while considering control and service management factors. The major bottleneck in installing such systems is both the economical and the technical constraints. However, with the evolution of technology (and when they become widely available in the near future), a more favourable farming scenario may emerge. Furthermore, smart indoor farms could be viewed as a potential answer for meeting the demands of a sustainable agricultural revolution as we move closer to Agriculture 4.0. Finally, in order to adapt smart indoor farms and their study scope, our work has presented various research areas to potential researchers.

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IoT implementation for indoor vertical farming watering system

Cited by 39 publications

References 0 publications

Complex Patterns of Failure: Fault Tolerance via Complex Event Processing for IoT Systems

Complex Patterns of Failure: Fault Tolerance via Complex Event Processing for IoT Systems

A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming

Smart Indoor Farms: Leveraging Technological Advancements to Power a Sustainable Agricultural Revolution

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