IRJET- Live Stock Monitoring in Agriculture using IoT

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https://www.irjet.net/archives/V6/i4/IRJET-V6I4515.pdf

International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2414
Livestock Monitoring in Agriculture using IoT
Khushbu Shah1, Kinjal Shah2, Bhavin Thakkar3, Mrs. Hetal Amrutia4
1,2,3Student, Department of Information Technology, Thakur college of Engineering and Technology, Mumbai, India
4Assistant Professor, Department of Information Technology, Thakur college of Engineering and Technology,
Mumbai, India
-----------------------------------------------------------------------------------***----------------------------------------------------------------------------------
Abstract:- Agriculture is the major source of income in
countryside areas. Animals like cow, buffalo, sheep, goat etc.
play an important role in life of rural. They are used as a
source of income. Hence animal husbandry becomes a most
important concern. Lots of farmers are now torment from
different killing diseases and increased breeding costs. It is
therefore essential for farmers to adapt to efficient and
technical methods to increase productivity and reduce
diseases. In this paper, we illustrate Internet of Things
technology for the farmers. We use sensors to collect and
transmit the data using parameters, such as temperature,
humidity and heartbeat and then transfer it to the Arduino
Uno. The Arduino Uno receives the data from the sensor and
transmits the content accordingly. Sim module from the gsm
will transfer the data to the monitoring website. All the
hardware components and sensors will read the results
through the computer monitor which also tracks the current
status and location of the livestock using the global
positioning system.
Key Words: Internet of Things, Agriculture, Monitoring,
Sensors.
I. INTRODUCTION
The Internet of things (IOT) is a system of interrelated
computing devices, mechanical and digital machines,
objects, animals or people that are provided with unique
identifiers and the ability to transfer data over a network
without requiring human-to-human or human-to-
computer interaction. It refers to growing network of
physical devices and other internet-based items
with electronics, software, sensors, monitors, transmitters,
receivers and network connectivity which enable these
objects to collect and store data [2]. Internet of Things
technology has gone further in livestock management
which allows farmers to embed internet connected sensors
on their livestock that does not cause them discomfort. A
primary advantage for monitoring livestock is to help
farmers track their cattle, their temperature, humidity,
heartbeat which will help to manage the livestock in an
easier and efficient manner.
Table -1: Normal Range of Parameters
Parameters Normal Less More
Temperature 38-42 ◦
C Indigestion,
milk infection
Influenza,
anthrax
Humidity 1-72% - >80% severe
stress
Heartbeat 48-84 Low blood
pressure
High blood
pressure
Farming industry gives significant income to the Indian
nation. But livestock in the farms are mostly affected by a
number of diseases. The regular temperature of cow is 38-
42 ◦C. When the temperature is below 38.5-39.5◦C the
diseases arises are indigestion, milk infection etc. and
when the temperature is above 42 ◦C the diseases arises
are influenza and anthrax [5]. When the temperature of
the animal is very high on that time it may die. When the
humidity is between 1-72% (No stress), 72- 79% (Mild
stress), 80-90% (Moderate stress), 91-99% (severe stress)
[8]. Humidity can reduce heat exchange and have
enervating impact on the cattle. The adult cow has a heart
rate of between 48 and 84 beats per minute. An elevated
heart rate may be a sign of pain, and is seen in conjunction
with several diseases.
This Paper illustrates Wireless Sensor Network technology
to the farmers. It proposes that a wireless sensor networks
should be installed on farms to gather ecological data
which shall then facilitate farmers not only in monitoring
the livestock via the Web from outside the farm, but also
help the control of farm environmental in remote
locations. Electronic means of monitoring cattle health or
animal health are developed. Using information from these
sensors, farmers will be able to monitor the overall health
of the livestock. In the absence of the use of monitoring
technology and software, a problem with a particular
livestock may not be noticed until it has reached an
advanced stage and requires more considerable
intervention which wouldn’t have been necessary if the
issue had been detected earlier.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
2. BACKGROUND
Applications used do not provide the location of the
Livestock [3]. Systems do not have a built in Wi-Fi module
hence a separate module has been used [5]. The results
that were generated are not efficient enough due to the
loose connection of the sensors to the Arduino Uno [1].
From the literature survey conducted & resulting research
gaps acquisition, the proposed paper aims to overcome
most of the drawbacks and present a monitoring system
that is user-friendly and guarantees to provide results for
all livestock used for agriculture.
Table -2: Literature Survey
Referring to the literature survey performed by us and the
research gaps observed we found out that the accuracy of
most of the systems was around 80%, because it was
observed that there was lack of testing of the system and
hence the overall efficiency turned out to be low. Another
reason was that the data of the sensor was missing, the
sensors were turned out to be corrupt or not recognized
by the system. The location of livestock was troublesome
incase if they wandered too far.
3. MATERIAL AND METHODS
Fig -1: Block Diagram
Temperature sensor is used to sense the body temperature
of the cattle. Numbers of infections are accompanied when
the body temperature of the cattle changes. Humidity
sensor is used to determine stress level of the animal. The
adult cow has a heartbeat of between 48 and 84 beats per
minute. And heartbeat sensor will give stress as well as
animal anxiety. Using information from these sensors,
farmers will be able to monitor the overall health of the
animal. If any of these parameters where to veer outside of
accepted ranges, farmers would be able to more quickly
provide treatment to the animal. The Arduino Uno is
flexible and readily available for a wide variety of
applications. The Arduino Uno is used because of their
flexibility, simple programming, and low cost, huge
collection of application data and large availability of open
source developer tool. The signals arriving from the
sensors are sent to the GSM module through Arduino Uno.
The GSM module can easily make communication with it
among serial device, cellphone and network device
providing a complete and self-controlled interacting
solution. The GSM module are low cost, small and maintain
Sim network connection and encryption in client mode
and access point mode. Sim module communication is
done through simple serial RX and TX lines using “AT” i.e.
attention type commands and data. A GPS module is a
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2415
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
simple device which receives information from GPS
satellites and then calculates the device's geographical
position. It is used to provide suitable location of the
livestock on the map.
3.1 Procedure methodology
Fig -2: Flowchart of Livestock Monitoring using IOT
This flowchart describes the flow of the Livestock
Monitoring in Agriculture using IOT. It represents the flow
of the method from the connection of hardware to the
collection and display of data.
4. RESULT
The proposed paper describes a website that will notify
the farmer with an alert message regarding any fluctuation
from the normal range provided for livestock through an
email notification or a message. The website also keeps a
track of the database and the interface is user friendly
which can be used by any farmer who is unaware about
the current technologies.
Fig -3: Login Page
Figure 3 shows the login page. We can access the system
by entering the correct id and password. We have made
the website using Microsoft Visual Studio in .NET
framework. These are .NET pages and hence have .aspx
extensions
Fig -4: Home page of website
Figure 4 shows the homepage of the website. After logging
into the website this page is displayed. The buttons on
right hand side display the Home, Status, Set Range and
Logout.
Fig -5: Set Range of Website
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2416
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
Figure 5 shows that the ranges of temperature, heartbeat
and humidity can be set as follows:
Min Heartbeat, Max Heartbeat, Temperature Range,
Humidity Range. Here we can set the range as and when
required according to the values we want to enter. Thus,
this is dynamic in nature and further used in future.
Fig -6: Results obtained using sensors
Figure 6 shows some of the results obtained from the
sensors on our website. Heart rate, Temperature,
Humidity, Location using Google Maps and the date and
time of the data are available.
Fig -7: Hardware
Figure 7 shows the assembling of components. The
Arduino, sensors, and the sim module are connected to
each other.
Fig -8: Notification on SMS
Figure 8 shows an SMS notification is also sent on the
mobile number if the Readings are abnormal. Which
indicates that the livestock health might be abnormal.
Fig -9: Notification on email
Figure 9 shows if the readings of the project exceed the
range or the values are less than the range then
notifications are sent to the user. An email is sent to the
Gmail account which we have set for the project.
5.CONCLUSION
Using the website developed we can monitor the health of
livestock to get accurate results and track the current
location of the livestock. By this we will accurately track
the changes in the environment of the Livestock.
6. REFERENCES
[1]. Advance Cattle Health Monitoring System Using
Arduino and IOT. International Journal of Advanced
Research in Electrical, Electronics and
Instrumentation Engineering (An ISO 3297: 2007
Certified Organization) Vol. 5, Issue 4, April 2016. e-
ISSN; 2395-0056
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2417
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
[2]. Internet of Things: A Hands-On Approach- By
Arshdeep Bahga, Vijay Madisetti
[3]. International Journal of Scientific Research and
Education. Volume 3, Issue 5, Pages-3386-3392, May-
2015, | ISSN (e): 2321-7545
[4]. Internet of Things: Principles and Paradigms -Amir
Vahid Dastjerdi, RajkumarBuyya
[5]. Leena Narayanan et al IJSRE Volume 3 Issue 5 May
2015 Page 3386. Animal Health Monitoring System
Using Raspberry Pi. (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 03 | Mar -2017
[6]. Chong, C.Y.; Kumar, S.P.; Hamilton, B.A. Sensor
networks: Evolution, opportunities, and challenges.
Proc. IEEE 2003, 91, 1247-1256.
[7]. K. Mayer and K. Taylor, "An Embedded Device Utilizing
GPRS for Communications," presented at International
Conference on Information Technology and
Applications, Bathurst, Australia, 2002.
[8]. Zoetis, Dairy Zoetis Proud to Protect. Zoetis Blog,
2014. Available online:
http://www.zoetis.ie/diseasesandconditions/dairy-
cattle/index.aspx
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2418

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IRJET- Live Stock Monitoring in Agriculture using IoT

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2414 Livestock Monitoring in Agriculture using IoT Khushbu Shah1, Kinjal Shah2, Bhavin Thakkar3, Mrs. Hetal Amrutia4 1,2,3Student, Department of Information Technology, Thakur college of Engineering and Technology, Mumbai, India 4Assistant Professor, Department of Information Technology, Thakur college of Engineering and Technology, Mumbai, India -----------------------------------------------------------------------------------***---------------------------------------------------------------------------------- Abstract:- Agriculture is the major source of income in countryside areas. Animals like cow, buffalo, sheep, goat etc. play an important role in life of rural. They are used as a source of income. Hence animal husbandry becomes a most important concern. Lots of farmers are now torment from different killing diseases and increased breeding costs. It is therefore essential for farmers to adapt to efficient and technical methods to increase productivity and reduce diseases. In this paper, we illustrate Internet of Things technology for the farmers. We use sensors to collect and transmit the data using parameters, such as temperature, humidity and heartbeat and then transfer it to the Arduino Uno. The Arduino Uno receives the data from the sensor and transmits the content accordingly. Sim module from the gsm will transfer the data to the monitoring website. All the hardware components and sensors will read the results through the computer monitor which also tracks the current status and location of the livestock using the global positioning system. Key Words: Internet of Things, Agriculture, Monitoring, Sensors. I. INTRODUCTION The Internet of things (IOT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers and the ability to transfer data over a network without requiring human-to-human or human-to- computer interaction. It refers to growing network of physical devices and other internet-based items with electronics, software, sensors, monitors, transmitters, receivers and network connectivity which enable these objects to collect and store data [2]. Internet of Things technology has gone further in livestock management which allows farmers to embed internet connected sensors on their livestock that does not cause them discomfort. A primary advantage for monitoring livestock is to help farmers track their cattle, their temperature, humidity, heartbeat which will help to manage the livestock in an easier and efficient manner. Table -1: Normal Range of Parameters Parameters Normal Less More Temperature 38-42 ◦ C Indigestion, milk infection Influenza, anthrax Humidity 1-72% - >80% severe stress Heartbeat 48-84 Low blood pressure High blood pressure Farming industry gives significant income to the Indian nation. But livestock in the farms are mostly affected by a number of diseases. The regular temperature of cow is 38- 42 ◦C. When the temperature is below 38.5-39.5◦C the diseases arises are indigestion, milk infection etc. and when the temperature is above 42 ◦C the diseases arises are influenza and anthrax [5]. When the temperature of the animal is very high on that time it may die. When the humidity is between 1-72% (No stress), 72- 79% (Mild stress), 80-90% (Moderate stress), 91-99% (severe stress) [8]. Humidity can reduce heat exchange and have enervating impact on the cattle. The adult cow has a heart rate of between 48 and 84 beats per minute. An elevated heart rate may be a sign of pain, and is seen in conjunction with several diseases. This Paper illustrates Wireless Sensor Network technology to the farmers. It proposes that a wireless sensor networks should be installed on farms to gather ecological data which shall then facilitate farmers not only in monitoring the livestock via the Web from outside the farm, but also help the control of farm environmental in remote locations. Electronic means of monitoring cattle health or animal health are developed. Using information from these sensors, farmers will be able to monitor the overall health of the livestock. In the absence of the use of monitoring technology and software, a problem with a particular livestock may not be noticed until it has reached an advanced stage and requires more considerable intervention which wouldn’t have been necessary if the issue had been detected earlier.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 2. BACKGROUND Applications used do not provide the location of the Livestock [3]. Systems do not have a built in Wi-Fi module hence a separate module has been used [5]. The results that were generated are not efficient enough due to the loose connection of the sensors to the Arduino Uno [1]. From the literature survey conducted & resulting research gaps acquisition, the proposed paper aims to overcome most of the drawbacks and present a monitoring system that is user-friendly and guarantees to provide results for all livestock used for agriculture. Table -2: Literature Survey Referring to the literature survey performed by us and the research gaps observed we found out that the accuracy of most of the systems was around 80%, because it was observed that there was lack of testing of the system and hence the overall efficiency turned out to be low. Another reason was that the data of the sensor was missing, the sensors were turned out to be corrupt or not recognized by the system. The location of livestock was troublesome incase if they wandered too far. 3. MATERIAL AND METHODS Fig -1: Block Diagram Temperature sensor is used to sense the body temperature of the cattle. Numbers of infections are accompanied when the body temperature of the cattle changes. Humidity sensor is used to determine stress level of the animal. The adult cow has a heartbeat of between 48 and 84 beats per minute. And heartbeat sensor will give stress as well as animal anxiety. Using information from these sensors, farmers will be able to monitor the overall health of the animal. If any of these parameters where to veer outside of accepted ranges, farmers would be able to more quickly provide treatment to the animal. The Arduino Uno is flexible and readily available for a wide variety of applications. The Arduino Uno is used because of their flexibility, simple programming, and low cost, huge collection of application data and large availability of open source developer tool. The signals arriving from the sensors are sent to the GSM module through Arduino Uno. The GSM module can easily make communication with it among serial device, cellphone and network device providing a complete and self-controlled interacting solution. The GSM module are low cost, small and maintain Sim network connection and encryption in client mode and access point mode. Sim module communication is done through simple serial RX and TX lines using “AT” i.e. attention type commands and data. A GPS module is a © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2415
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 simple device which receives information from GPS satellites and then calculates the device's geographical position. It is used to provide suitable location of the livestock on the map. 3.1 Procedure methodology Fig -2: Flowchart of Livestock Monitoring using IOT This flowchart describes the flow of the Livestock Monitoring in Agriculture using IOT. It represents the flow of the method from the connection of hardware to the collection and display of data. 4. RESULT The proposed paper describes a website that will notify the farmer with an alert message regarding any fluctuation from the normal range provided for livestock through an email notification or a message. The website also keeps a track of the database and the interface is user friendly which can be used by any farmer who is unaware about the current technologies. Fig -3: Login Page Figure 3 shows the login page. We can access the system by entering the correct id and password. We have made the website using Microsoft Visual Studio in .NET framework. These are .NET pages and hence have .aspx extensions Fig -4: Home page of website Figure 4 shows the homepage of the website. After logging into the website this page is displayed. The buttons on right hand side display the Home, Status, Set Range and Logout. Fig -5: Set Range of Website © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2416
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 Figure 5 shows that the ranges of temperature, heartbeat and humidity can be set as follows: Min Heartbeat, Max Heartbeat, Temperature Range, Humidity Range. Here we can set the range as and when required according to the values we want to enter. Thus, this is dynamic in nature and further used in future. Fig -6: Results obtained using sensors Figure 6 shows some of the results obtained from the sensors on our website. Heart rate, Temperature, Humidity, Location using Google Maps and the date and time of the data are available. Fig -7: Hardware Figure 7 shows the assembling of components. The Arduino, sensors, and the sim module are connected to each other. Fig -8: Notification on SMS Figure 8 shows an SMS notification is also sent on the mobile number if the Readings are abnormal. Which indicates that the livestock health might be abnormal. Fig -9: Notification on email Figure 9 shows if the readings of the project exceed the range or the values are less than the range then notifications are sent to the user. An email is sent to the Gmail account which we have set for the project. 5.CONCLUSION Using the website developed we can monitor the health of livestock to get accurate results and track the current location of the livestock. By this we will accurately track the changes in the environment of the Livestock. 6. REFERENCES [1]. Advance Cattle Health Monitoring System Using Arduino and IOT. International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (An ISO 3297: 2007 Certified Organization) Vol. 5, Issue 4, April 2016. e- ISSN; 2395-0056 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2417
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 [2]. Internet of Things: A Hands-On Approach- By Arshdeep Bahga, Vijay Madisetti [3]. International Journal of Scientific Research and Education. Volume 3, Issue 5, Pages-3386-3392, May- 2015, | ISSN (e): 2321-7545 [4]. Internet of Things: Principles and Paradigms -Amir Vahid Dastjerdi, RajkumarBuyya [5]. Leena Narayanan et al IJSRE Volume 3 Issue 5 May 2015 Page 3386. Animal Health Monitoring System Using Raspberry Pi. (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 03 | Mar -2017 [6]. Chong, C.Y.; Kumar, S.P.; Hamilton, B.A. Sensor networks: Evolution, opportunities, and challenges. Proc. IEEE 2003, 91, 1247-1256. [7]. K. Mayer and K. Taylor, "An Embedded Device Utilizing GPRS for Communications," presented at International Conference on Information Technology and Applications, Bathurst, Australia, 2002. [8]. Zoetis, Dairy Zoetis Proud to Protect. Zoetis Blog, 2014. Available online: http://www.zoetis.ie/diseasesandconditions/dairy- cattle/index.aspx © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2418