This document discusses an automated irrigation system using IoT and a plant disease detection system using image processing and machine learning. The automated irrigation system uses sensors to monitor soil moisture levels and controls irrigation via actuators like valves when moisture levels drop below a threshold. This reduces water use compared to manual irrigation. The plant disease detection system acquires images of plant leaves and uses techniques like preprocessing, segmentation, and feature extraction to classify diseases based on symptoms. Algorithms like KNN are used for classification. The systems aim to optimize irrigation and identify diseases early to improve crop yields.
Agricultural research has strengthened the optimized
economical profit, internationally and is very vast and
important field to gain more benefits.
In future agriculture is the only scope for all the people. But
today number of people having land, but they don’t know how
to yield the crops.
So many of people are doing useless agriculture by
cultivating the crop on improper soil. To implement the
application to identify the types of soil,water source of that
land whether that land is based on rain or bore water. And
suggest what of crop is suitable for that soil. So through this
application provide application for the people to know about
the agriculture. There is no any application to know about the
cultivation. However, it can be enhanced by the use of different
technological resources, tool, and procedures. Predict the type
of crop which one is suitable for that particular soil, weather
condition, temperature and so on. So for, using machine
learning with the set of data set are identified the crop for the
corresponding soil.
Agricultural research has strengthened the optimized
economical profit, internationally and is very vast and
important field to gain more benefits.
In future agriculture is the only scope for all the people. But
today number of people having land, but they don’t know how
to yield the crops.
So many of people are doing useless agriculture by
cultivating the crop on improper soil. To implement the
application to identify the types of soil,water source of that
land whether that land is based on rain or bore water. And
suggest what of crop is suitable for that soil. So through this
application provide application for the people to know about
the agriculture. There is no any application to know about the
cultivation. However, it can be enhanced by the use of different
technological resources, tool, and procedures. Predict the type
of crop which one is suitable for that particular soil, weather
condition, temperature and so on. So for, using machine
learning with the set of data set are identified the crop for the
corresponding soil.
Real Time Monitoring of Self Propelled Center Pivot Irrigation System using M...ijtsrd
Agriculture is very important in everyday day life. Without agriculture we cannot satisfy our daily needs such as food. The process of developing the agriculture is very difficult as it depends on season, rainfall, water, soil, humidity etc. Rainfall is the important factor among this. Due to the changes of the season the rainfall is not constant, due to the lack of rainfall the farming land becomes dry and the irrigation of crops is very difficult for the farmers. This is the major problem in the agriculture. To overcome this in olden days the farmers used variety of irrigation systems for better crop production. Irrigation is nothing but watering the crops in cultivating land. The irrigations such as drip irrigation, springler irrigation, surface, subsurface irrigation are commonly used in many countries. These irrigation can perform a different characteristics and functions for a better crop production. Drip irrigation method was used in Israel by using the tubes and pipes. The springler irrigation method was used in Australia. These two irrigation system are now commonly used in India. In this irrigation the drop of water is send to crops but the water is insufficient and crops does not grow faster. Here we propose a new method of irrigation called center pivot irrigation system. The system is constructed in the center of farmland. It consists of sprinkler at the top and it sprinkles the water uniformly to all the crops. The crops get enough water and yield in a good manner. By using this method there is no water loss. M. Anusudha | B. Banupriya | A. Godhawari | Mr. J. Asokan ""Real Time Monitoring of Self Propelled Center Pivot Irrigation System using Microcontroller"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-2 , February 2020,
URL: https://www.ijtsrd.com/papers/ijtsrd30191.pdf
Paper Url : https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/30191/real-time-monitoring-of-self-propelled-center-pivot-irrigation-system-using-microcontroller/m-anusudha
Many farmers are facing lot of problems in agricultural occupation, every year farmers are experiencing huge losses due to plant disease. Disease on plants reduces the quality as well as the quantity of the crops. It is difficult to monitor the plant disease manually, even though farmers have prior knowledge on the plant disease, it requires tremendous amount of work and excessive processing time. In this paper we will provide the brief idea to solve the former problem by developing Agricultural Robot, which will continuously monitor the farm under the guidance of the operator and we will make use of image processing technique to find the disease on plant leaf. And if disease is found user can make the robot to spray proper amount of pesticide to the disease affected region or to the whole plant. This system resulted in detection of plant disease and spray pesticides in proper amount.
Wildlife entering in to populated areas has
recently become very Popular. The space for wild
animals is decreasing as humans are encroaching
forests. It creates great loss to property and life
when wild animals enter in to cities. We use latest
advances in technology such as Internet of Things
(IoT) to create an alert system of possible wildlife
leaving the forest and also the message will send to
the users Mobile to alert them. We use low cost
motion detectors and Passive Infrared sensors to
achieve this. We relay information of such motion
to a control centre to take further actions. We also
include making loud noise through speakers in
which the animals cannot enter in to land. The
basic idea of IoT is to connect different sensors
and establish communication and also provide
services. In this article, we make use of several IoT
devices at the periphery of natural reserve to
create an alert system. This system can also be
used to find out smugglers and other people
illegally entering in to the forest.
In this project an automated greenhouse robot was built with the purpose of controlling the greenhouse
environment Parameters such as temperature and humidity. The microcontroller used to create the automated
greenhouse robot was an AT89s51. This project utilizes three different sensors, a humidity sensor, a Light
sensor and a temperature sensor. The 2sensors are controlling the two Relays which are a fan (for cooling) and
a bulb (for heating). The fan is used to change the temperature and the bulb is used to heat the plants. The
humidity control system and the temperature control system were tested both separately and together. The
result showed that the temperature and humidity could be maintained in the desired range.
Water is an essential thing for crops and plants in agriculture. In traditional agriculture systems are take large amount of time to watering the crops lands and also have a lots of water wastes. Avoiding these problems drip irrigation systems are introduced. Drip irrigation technique is the best and efficient technique to supply the water to plants/crops in effective manner. In our IoT based smart and automatic drip irrigation system is solve the problems in existing systems and also provide the many features to farmers. This system is using Wemos D1 ESP 8266 which controls all sensors and send and receive the sensing values through the internet. In this paper explains the over view installation, system design and working of system. Shilpa. A"Smart Drip Irrigation System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd12888.pdf http://www.ijtsrd.com/computer-science/other/12888/smart-drip-irrigation-system/shilpa-a
development of smart automated irrigation systemIJEAB
This study is designed to develop an automatic irrigation system that switches (ON/OFF) a pump motor by sensing the moisture content of the soil using wireless technology. Through GSM Modem, the sensed moisture content data will be sent as an SMS to the user. The project uses 8051 series microcontroller, which is programmed to receive the input signal of varying moistures of the soil through sensors. This is achieved by using an op-amp as comparator which acts as interface between the sensing device and the microcontroller. Once the controller receives the signal, it generates an output that drives a relay for operating the water pump. It also sends an SMS to the concerned number using GSM modem. An LCD display is also interfaced to the microcontroller to display the status of the soil and water pump ON/Off condition. The sensing arrangement is made using two stiff metallic rods inserted to the agricultural field required to be in control. Connections from the metallic rods are interfaced to the control unit. This concept can also be enhanced by integrating XBEE/Bluetooth technology, such that whenever the water pump switches ON/OFF, the information is sent to a smart mobile phone or XBEE transceiver module regarding the status of the pump.
Real Time Monitoring of Self Propelled Center Pivot Irrigation System using M...ijtsrd
Agriculture is very important in everyday day life. Without agriculture we cannot satisfy our daily needs such as food. The process of developing the agriculture is very difficult as it depends on season, rainfall, water, soil, humidity etc. Rainfall is the important factor among this. Due to the changes of the season the rainfall is not constant, due to the lack of rainfall the farming land becomes dry and the irrigation of crops is very difficult for the farmers. This is the major problem in the agriculture. To overcome this in olden days the farmers used variety of irrigation systems for better crop production. Irrigation is nothing but watering the crops in cultivating land. The irrigations such as drip irrigation, springler irrigation, surface, subsurface irrigation are commonly used in many countries. These irrigation can perform a different characteristics and functions for a better crop production. Drip irrigation method was used in Israel by using the tubes and pipes. The springler irrigation method was used in Australia. These two irrigation system are now commonly used in India. In this irrigation the drop of water is send to crops but the water is insufficient and crops does not grow faster. Here we propose a new method of irrigation called center pivot irrigation system. The system is constructed in the center of farmland. It consists of sprinkler at the top and it sprinkles the water uniformly to all the crops. The crops get enough water and yield in a good manner. By using this method there is no water loss. M. Anusudha | B. Banupriya | A. Godhawari | Mr. J. Asokan ""Real Time Monitoring of Self Propelled Center Pivot Irrigation System using Microcontroller"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-2 , February 2020,
URL: https://www.ijtsrd.com/papers/ijtsrd30191.pdf
Paper Url : https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/30191/real-time-monitoring-of-self-propelled-center-pivot-irrigation-system-using-microcontroller/m-anusudha
Many farmers are facing lot of problems in agricultural occupation, every year farmers are experiencing huge losses due to plant disease. Disease on plants reduces the quality as well as the quantity of the crops. It is difficult to monitor the plant disease manually, even though farmers have prior knowledge on the plant disease, it requires tremendous amount of work and excessive processing time. In this paper we will provide the brief idea to solve the former problem by developing Agricultural Robot, which will continuously monitor the farm under the guidance of the operator and we will make use of image processing technique to find the disease on plant leaf. And if disease is found user can make the robot to spray proper amount of pesticide to the disease affected region or to the whole plant. This system resulted in detection of plant disease and spray pesticides in proper amount.
Wildlife entering in to populated areas has
recently become very Popular. The space for wild
animals is decreasing as humans are encroaching
forests. It creates great loss to property and life
when wild animals enter in to cities. We use latest
advances in technology such as Internet of Things
(IoT) to create an alert system of possible wildlife
leaving the forest and also the message will send to
the users Mobile to alert them. We use low cost
motion detectors and Passive Infrared sensors to
achieve this. We relay information of such motion
to a control centre to take further actions. We also
include making loud noise through speakers in
which the animals cannot enter in to land. The
basic idea of IoT is to connect different sensors
and establish communication and also provide
services. In this article, we make use of several IoT
devices at the periphery of natural reserve to
create an alert system. This system can also be
used to find out smugglers and other people
illegally entering in to the forest.
In this project an automated greenhouse robot was built with the purpose of controlling the greenhouse
environment Parameters such as temperature and humidity. The microcontroller used to create the automated
greenhouse robot was an AT89s51. This project utilizes three different sensors, a humidity sensor, a Light
sensor and a temperature sensor. The 2sensors are controlling the two Relays which are a fan (for cooling) and
a bulb (for heating). The fan is used to change the temperature and the bulb is used to heat the plants. The
humidity control system and the temperature control system were tested both separately and together. The
result showed that the temperature and humidity could be maintained in the desired range.
Water is an essential thing for crops and plants in agriculture. In traditional agriculture systems are take large amount of time to watering the crops lands and also have a lots of water wastes. Avoiding these problems drip irrigation systems are introduced. Drip irrigation technique is the best and efficient technique to supply the water to plants/crops in effective manner. In our IoT based smart and automatic drip irrigation system is solve the problems in existing systems and also provide the many features to farmers. This system is using Wemos D1 ESP 8266 which controls all sensors and send and receive the sensing values through the internet. In this paper explains the over view installation, system design and working of system. Shilpa. A"Smart Drip Irrigation System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd12888.pdf http://www.ijtsrd.com/computer-science/other/12888/smart-drip-irrigation-system/shilpa-a
development of smart automated irrigation systemIJEAB
This study is designed to develop an automatic irrigation system that switches (ON/OFF) a pump motor by sensing the moisture content of the soil using wireless technology. Through GSM Modem, the sensed moisture content data will be sent as an SMS to the user. The project uses 8051 series microcontroller, which is programmed to receive the input signal of varying moistures of the soil through sensors. This is achieved by using an op-amp as comparator which acts as interface between the sensing device and the microcontroller. Once the controller receives the signal, it generates an output that drives a relay for operating the water pump. It also sends an SMS to the concerned number using GSM modem. An LCD display is also interfaced to the microcontroller to display the status of the soil and water pump ON/Off condition. The sensing arrangement is made using two stiff metallic rods inserted to the agricultural field required to be in control. Connections from the metallic rods are interfaced to the control unit. This concept can also be enhanced by integrating XBEE/Bluetooth technology, such that whenever the water pump switches ON/OFF, the information is sent to a smart mobile phone or XBEE transceiver module regarding the status of the pump.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.