423 research outputs found

    Embedded Based Drip Irrigation System using WSN and GSM Module

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    Agriculture plays the vital role in economics and survival of people in India. Nowadays Indian agriculture faces a two major problem. We know the government has promoted a free supply of electricity to farmers for irrigation purpose to run their motors and pumps. But it is found that the farmers misusing the electricity to run their home appliances such as radio, TV, fans, and etc. This misuse of electricity has brought a considerable problem for government to supply free electricity. The main objective of this project is to design low cost Automated Irrigation System using a Wireless Sensor Network and GPRS Module. The main aim of this project is to provide embedded based system for irrigation to reduce the manual monitoring of the field and GPRS gives their information. This proposed system recognizes whether the free electricity has been used excluding electric motors for pumping water and if so electricity is being misused, it shuts the total stockpile for the farmers through a tripping circuit. By using wireless networks we can intimate the electricity board about this mal convention. The development of this project at experimental level within rural areas is presented and the implementation has to exhibit that the automatic irrigation can be used

    Surveillance and Steering of Agricultural Field using Zigbee

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    An agricultural automated system is designed for supervising and controlling the variegated factors s uch as humidity, water level, temperature and human machination. This system is a wireless sensor network using ZigBee as the transmission medium fo r the sensed values of the facets of agriculture. Sensors gather the various agricultural factors in real ti me and transmit it using IoT application .Internet of things collaborates with one another to perform action on behalf of people to reduce or eliminate the need of hu man labor. IoT will become a reality over the next few years, with omnipresent smart dev ices will be able to execute autonomously according to the change in their surroundings. There is also inclusion of the GSM gateway administering the sensor statistics from the coordinator to the router ZigBee, which is used to disseminate data to the web application. The coding was instigated with threshold values of the factors monitored and was programmed into micro - controller with uses IoT application to send an alert to the user mobile phone to be aware of the a dverse conditions of the field. I t also helps to control the condition to avoid the major loss of crops

    Application of Wireless Nano Sensors Network and Nanotechnology in Precision Agriculture: Review

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    Due to a series of global issues in recent years, such as the food crisis, the impact of fertilizer on climate change, and improper use of irrigation thatโ€™s way precision agriculture is the best solution for alleviating this problem. One of the most important and interesting information technology is the wireless Nanosensor network with the help of Nanotechnology will boost crop productivity, maintain the fertility status of the soil, save the water with precise application of irrigation in the field and minimize the loss of excess fertilizer through the precise application. In this paper, we have surveyed the importance of sensor networks in precision agriculture and the importance of Nanosensors with the help of Nanotechnology for remote monitoring in the various application of the agriculture field. View Article DOI: 10.47856/ijaast.2022.v09i04.00

    Design and development of Automated irrigation System

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    This paper defines the method for development in traditional irrigation system. Using wireless Network System sensors are proposed to check soil moisture and field temperature. The system will use wireless network of soil moisture sensor and temperature sensor at root zone of plant. Data will be collected from sensors will be evaluated using algorithm. Some threshold points are to be set into micro controller for measurement. Photo voltaic panels are to be designed for power supply. Data communications will takes place with duplex communication link based on cellular-Internet interface that allowed for data analysis and irrigation scheduling will be programmed through a web page. System will be designed with low cost for water saving up to 80% compared with traditional irrigation particles of agricultural zone

    Computational Contributions to the Automation of Agriculture

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    The purpose of this paper is to explore ways that computational advancements have enabled the complete automation of agriculture from start to finish. With a major need for agricultural advancements because of food and water shortages, some farmers have begun creating their own solutions to these problems. Primarily explored in this paper, however, are current research topics in the automation of agriculture. Digital agriculture is surveyed, focusing on ways that data collection can be beneficial. Additionally, self-driving technology is explored with emphasis on farming applications. Machine vision technology is also detailed, with specific application to weed management and harvesting of crops. Finally, the effects of automating agriculture are briefly considered, including labor, the environment, and direct effects on farmers

    Literature Review on IOT Based Smart Security and Monitoring Devices for Agriculture

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    A smart way of automating farming process can be called as Smart Agriculture. By implying an automated system it possible to eliminate threats to the crops by reducing the human intervention. The major emphasize will be on providing favorable atmosphere for plants. These agricultural automated systems will help in managing and maintain safe environment especially the agricultural areas. Environment real time monitoring is an important factor in smart farming. Graphical User Interface based software will be provided to control the hardware system and the system will be entirely isolated environment, equipped with sensors like temperature sensor, humidity sensor. The controllers will be managed by a master station which will communicate with the human interactive software. The system will provide smart interface to the farmers. This smart system can increase the level of production than the current scenario. This system will realize smart solution for agriculture and efficientlysolve the issues related to farmers. The environment will not be the barrier for production and growth of any plant and can overcome the problem of scarcity of farming production

    Cloud based Smart Irrigation for Agricultural Area of Pakistan

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    A beneficial product of Smart Irrigation for Agricultural Area of Pakistan has been presented in this paper. Pakistan stands in need of a participatory solution that is efficiently workable, sustainable, and profitable, to develop the way for the agricultural sector by improving crop productivity with minimum water loss. The goal of this project is to introduce Cloud support to the Smart Irrigation System for Agricultural Area of Pakistan. To achieve this objective Wireless Sensor Network (WSN) is used to determine how much water to apply and when to irrigate. The system is divided into four main modules, i.e. Sensor node, Coordinator node, Server Module and Web Application. On the basis of acquired parameters from the WSN, the software application is programmed to take intelligent decisions increase the efficiency of the agricultural system

    ๋ฌด์„  ํ†ต์‹  ๊ธฐ๋ฐ˜์˜ ์Šค๋งˆํŠธ ๊ด€๊ฐœ ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œ

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    ํ•™์œ„๋…ผ๋ฌธ (์„์‚ฌ) -- ์„œ์šธ๋Œ€ํ•™๊ต ๋Œ€ํ•™์› : ๊ณต๊ณผ๋Œ€ํ•™ ๊ธฐ๊ณ„๊ณตํ•™๋ถ€, 2020. 8. ์•ˆ์„ฑํ›ˆ.๋†์—…์€ ๊ฐœ๋ฐœ ๋„์ƒ๊ตญ๋“ค์˜ ๊ฒฝ์ œ์  ์ค‘์ถ”์ž„์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ  ๋Œ€๋ถ€๋ถ„์˜ ๊ฐœ๋ฐœ ๋„์ƒ๊ตญ์—์„œ๋Š” ์ž๋™ํ™”๋œ ์žฅ๋น„๋‚˜ ๋ฐ์ดํ„ฐ ๋ชจ๋‹ˆํ„ฐ๋ง ๋“ฑ์˜ ์ง€๋Šฅํ˜• ์‹œ์Šคํ…œ์ด ๊ฑฐ์˜ ์ ์šฉ๋˜์ง€ ๋ชปํ•œ ์ƒํƒœ์—์„œ ์ธ๋ ฅ์— ์˜ํ•ด ๋†์—…์˜ ๋ชจ๋“  ๊ณผ์ •์„ ์ˆ˜ํ–‰ํ•˜๊ณ  ์žˆ๋‹ค. ๊ด€๊ฐœ๋Š” ๋†์ž‘๋ฌผ์˜ ์ƒ์‚ฐ์„ฑ์— ๊ฒฐ์ •์  ์˜ํ–ฅ์„ ๋ฏธ์น˜๋Š” ํ•„์ˆ˜์ ์ธ ๋†์—… ๊ณต์ •์ค‘ ํ•˜๋‚˜๋กœ์„œ, ์—ฐ์ค‘ ๊ฐ•์šฐ๋Ÿ‰์˜ ๋ณ€๋™์— ๋Œ€ํ•œ ๋Œ€์‘์„ ์œ„ํ•˜์—ฌ ๋Œ€๋ถ€๋ถ„์˜ ๋†์ดŒ์ง€์—ญ์—๋Š” ๋†์—…์šฉ์ˆ˜ ๊ด€๊ฐœ ์‹œ์Šคํ…œ์˜ ๊ตฌ์ถ•์„ ์œ„ํ•ด ๋…ธ๋ ฅํ•˜๊ณ  ์žˆ๋‹ค. ํ•˜์ง€๋งŒ, ์ด๋Ÿฌํ•œ ์ธ๋ ฅ์— ์˜ํ•œ ๋†์—… ๋ฐฉ๋ฒ•์—์„œ์˜ ๊ด€๊ฐœ ์‹œ์Šคํ…œ์€ ์Šค๋งˆํŠธ ์„ผ์„œ๋ฅผ ์ด์šฉํ•œ ๋ชจ๋‹ˆํ„ฐ๋ง ๋ฐ ์ œ์–ด ๋“ฑ์˜ ๊ธฐ์ˆ ์  ์š”์†Œ๊ฐ€ ์ ์šฉ๋˜์ง€ ๋ชปํ•˜์—ฌ ํšจ์œจ์ ์ธ ์ˆ˜์ž์›์˜ ํ™œ์šฉ์ด ์ œํ•œ๋˜๊ณ  ์ด๋กœ ์ธํ•ด ๋†์ž‘๋ฌผ์˜ ์ƒ์‚ฐ์„ฑ ๋˜ํ•œ ๋‚ฎ์€ ์‹ค์ •์ด๋‹ค. ๋ณธ ๋…ผ๋ฌธ์—์„œ๋Š” ๊ฐœ๋ฐœ ๋„์ƒ๊ตญ์˜ ๋†์ดŒ ์ง€์—ญ์—์„œ ์ ์šฉ ๊ฐ€๋Šฅํ•œ ๋ฌด์„ ํ†ต์‹ (RF: Radio Frequency) ๊ธฐ๋ฐ˜์˜ ์Šค๋งˆํŠธ ๊ด€๊ฐœ ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œ ๋ฐ ์š”๊ธˆ ์„ ๋ถˆ ์‹œ์Šคํ…œ์„ ์ œ์•ˆํ•œ๋‹ค. ๋ณธ ์—ฐ๊ตฌ๋Š” ํƒ„์ž๋‹ˆ์•„ ์•„๋ฃจ์ƒค(Arusha) ์ง€์—ญ์˜ ์‘๊ตฌ๋ฃจ๋„ํ† (Ngurudoto) ๋งˆ์„์„ ๋Œ€์ƒ์œผ๋กœ ์ˆ˜ํ–‰๋˜์—ˆ๋‹ค. ๋ณธ ์—ฐ๊ตฌ์—์„œ ์ œ์•ˆํ•˜๋Š” ์‹œ์Šคํ…œ์€ ๊ธฐ์ƒ ๋ฐ์ดํ„ฐ์™€ ํ† ์–‘ ์ˆ˜๋ถ„ ๋ฐ์ดํ„ฐ๋ฅผ ํ•˜์ด๋ธŒ๋ฆฌ๋“œ๋กœ ๋ถ„์„ํ•˜์—ฌ ๋†์—… ์šฉ์ˆ˜์˜ ์†Œ์š”๋ฅผ ๋ชจ๋‹ˆํ„ฐ๋งํ•œ๋‹ค. ํ•˜๋“œ์›จ์–ด ์‹œ์Šคํ…œ์€ ๊ธฐ์ƒ ์ธก์ • ์ปจํŠธ๋กค๋Ÿฌ, ํ† ์–‘ ์ˆ˜๋ถ„ ์„ผ์„œ, ์ˆ˜๋ฅ˜ ์„ผ์„œ, ์†”๋ ˆ๋…ธ์ด๋“œ ๋ฐธ๋ธŒ ๋ฐ ์š”๊ธˆ ์„ ๋ถˆ ์‹œ์Šคํ…œ ๋“ฑ์œผ๋กœ ๊ตฌ์„ฑ๋œ๋‹ค. ์‹œ์Šคํ…œ์˜ ๊ฐ ์„ผ์„œ๋Š” ๋ฌด์„  ํ†ต์‹ ์„ ํ†ตํ•ด ์„œ๋ฒ„๋กœ ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ๋ฅผ ์ „์†กํ•˜๋„๋ก ๊ตฌ์ถ•๋˜์—ˆ๋Š”๋ฐ, ์ด๋Ÿฌํ•œ ๋ฌด์„  ํ†ต์‹  ์‹œ์Šคํ…œ ์•„ํ‚คํ…์ฒ˜๋Š” ์ธํ„ฐ๋„ท์˜ ์šด์šฉ์ด ์ œํ•œ๋˜๋Š” ๋„คํŠธ์›Œํฌ ์˜ค์ง€ ์ง€์—ญ์— ์ ํ•ฉํ•˜๋„๋ก ์„ค๊ณ„๋˜์—ˆ๋‹ค. ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ์— ๋Œ€ํ•œ ๋ถ„์„ ๋ฐ ์˜ˆ์ธก์€ ๋ฐ์ดํ„ฐ ๋ถ„์„ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ํ†ตํ•ด ์ˆ˜ํ–‰๋˜๋Š”๋ฐ, ์ด๋ฅผ ํ†ตํ•˜์—ฌ ๋†์žฅ์— ์šฉ์ˆ˜๋ฅผ ๊ณต๊ธ‰ํ•  ์‹œ๊ธฐ ๋ฐ ์ˆ˜๋Ÿ‰๊ณผ ํ•จ๊ป˜ ์š”๊ตฌ๋˜๋Š” ์ „๋ ฅ๋Ÿ‰์ด ์ž๋™์œผ๋กœ ํŒ๋‹จ๋œ๋‹ค. ํ•œํŽธ, ์„ ๋ถˆ์‹œ์Šคํ…œ์€ ๋ฐ์ดํ„ฐ ๋ถ„์„ ๊ฒฐ๊ณผ์— ๊ธฐ๋ฐ˜ํ•˜์—ฌ ์šฉ์ˆ˜ ์‚ฌ์šฉ์ž๊ฐ€ ์šฉ์ˆ˜๋ฅผ ๊ณต๊ธ‰๋ฐ›๊ธฐ ์ „์— ๋น„์šฉ์„ ์šฐ์„  ์ง€๋ถˆํ•˜๋„๋ก ๊ฐœ๋ฐœ๋˜์—ˆ๋‹ค. ๋ณธ ์‹œ์Šคํ…œ์˜ ๋ชจ๋“  ์„ผ์„œ์—์„œ ์ˆ˜์ง‘๋œ ์ •๋ณด๋Š” ์‹ค์‹œ๊ฐ„์œผ๋กœ ๋ชจ๋‹ˆํ„ฐ๋ง๋˜๋„๋ก ๊ทธ๋ž˜ํ”ฝ ๊ธฐ๋ฐ˜์˜ ์‚ฌ์šฉ์ž ์ธํ„ฐํŽ˜์ด์Šค๋ฅผ ํ™œ์šฉํ•˜์—ฌ ์ •๋ณด๋ฅผ ์ œ๊ณตํ•œ๋‹ค. ๋ณธ ์—ฐ๊ตฌ๋ฅผ ํ†ตํ•˜์—ฌ ๊ฐœ๋ฐœ๋œ ๋ฌด์„  ํ†ต์‹  ๊ธฐ๋ฐ˜ ์Šค๋งˆํŠธ ๊ด€๊ฐœ ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œ์€ ์‚ฌ์šฉ์ž ์ค‘์‹ฌ์˜ ํŽธ์˜์„ฑ๊ณผ ๊ฒฝ์ œ์ ์ธ ๊ด€๊ฐœ ๋ฐ ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œ์„ ์ œ๊ณตํ•˜์—ฌ ๊ฐœ๋ฐœ ๋„์ƒ๊ตญ์˜ ๊ฒฝ์ œ์  ๊ธฐ๋ฐ˜์ธ ๋†์—… ๋ถ„์•ผ์˜ ๋ฐœ์ „์— ๊ธ์ •์ ์ธ ์˜ํ–ฅ์„ ๋ฏธ์น ๊ฒƒ์œผ๋กœ ๊ธฐ๋Œ€ํ•œ๋‹ค.Agriculture is the backbone of the economy of most developing countries. In these countries, agriculture or farming is mostly done manually with little integration of machinery, intelligent systems and data monitoring. Irrigation is an essential process that influences crop production. The fluctuating amount of rainfall per year has led to the adaption of irrigation systems in most farms. This manual type of farming has proved to yield fair results, however, due to the absence of smart sensors monitoring methods and control, it has failed to be a better type of farming and thus leading to low harvests and draining water sources. In this paper, we introduce an RF (Radio Frequency) based Smart Irrigation Meter System and a water prepayment system in rural areas of Tanzania. Specifically, Ngurudoto area in Arusha region where it will be used as a case study for data collection. The proposed system is hybrid, comprising of both weather data (evapotranspiration) and soil moisture data. The architecture of the system has on-site weather measurement controllers, soil moisture sensors buried on the ground, water flow sensors, solenoid valve, and a prepayment system. These sensors send data to the server through wireless RF based communication architecture, which is suitable for areas where the internet is not reliable and, it is interpreted and decisions and predictions are made on the data by our data analysis algorithm. The decisions made are, when to automatically irrigate a farm and the amount of water and the power needed. Then, the user has to pay first before being supplied with water. All these sensors and water usage are monitored in real time and displaying the information on a custom built graphical user interface. The RF-based smart irrigation monitoring system has both economical and social impact on the developing countries' societies by introducing a convenient and affordable means of Irrigation system and autonomous monitoring.Chapter 1. Introduction 1 Chapter 2 Background of the study and Literature review 3 1.1.Purpose of Research 17 Chapter 3. Requirements and System Design 21 3.1. Key Components 21 3.1.1. System Architecture 21 3.1.2. The Smart Irrigation Meter 22 3.1.2. Parts of Smart Irrigation Meter 23 3.1.3. The pre-paid system and the monitoring device 26 3.2. The Monitoring Application and Cloud Server. 27 Chapter 4. Experiment Setup 30 4.1. Testing Location 30 4.2. Hardware & Software Setup 31 Chapter 5 Results and Analysis 36 5.1 Optimization and anomaly detection algorithm 36 5.1.1 Dynamic Regression Model 36 5.1.2 Nave classifier algorithm for anomaly detection. 38 Chapter 6. Conclusion 44 References 46 ์ดˆ ๋ก 49Maste

    A Review on Smart Plant Monitoring System

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    Environmental factor monitoring is very important since the last few decades. It has become very significant to monitor the agricultural environments for various factors such as temperature, moisture, humidity along with other factors can be of more significance. Automated plant monitoring system consists of a feedback control system that employs monitoring of environmental parameters such soil moisture, temperature and humidity are measured which plays an important role in overall development of the crop and good yield. Conservation of water and other resource can be achieved by optimizing these parameters. A traditional approach for measuring these factors in an agricultural environment meant individuals manually taking measurements and checking them at various times. In this paper, plant monitoring systems using wireless protocols used by different researchers for betterment of agricultural yield with best possible technologies is reviewed. The paper also reviews the various sensors available to monitor above environmental parameters and focuses on smart plant monitoring to suite such types of end application
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