SlideShare a Scribd company logo
1 of 4
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1333
An Efficient System to Detect Freshness and Quality of Food
Suruchi Parmar1, Tejaswini Manke2, Neha Badhan3, Prasad Borase4, Prof. N.S.Ujgare5
1,2,3,4Student, Dept.of Information Technology, KBT College of Engineering, Maharashtra, India
5Assistant ProfessorDept.of Information Technology, KBT College of Engineering, Maharashtra, India
----------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - The food quality tracking system based on the
Internet of things is an integrated monitoring and
management information system, which consists ofintelligent
database technology, radio frequency identification
technology, food safety technology, network technology, as
well as other practical high-tech techniques. The food we
consume provides nourishment and gives energy to our body
which helps us to perform our day to day activities. A healthy
and fresh diet is the most important way to keep ourselves fit.
The food items kept at room temperature undergo rapid
bacterial growth and chemical changes in food. Eating
unhealthy food can cause several foodborne diseases which
may harm our health. This IoT based system aimstodetect the
quality and freshness of food using biosensor and electrical
sensors. A smart system can detect the freshness of household
food like dairy items, fruits, and food items. The identification
and selection of a hydrogen sensor, Moisture sensor, and Gas
sensor to develop a sensible food freshness detector ensures
the freshness of food and tells whether or not to eat it or bin it.
A web application is developed to display the results of
checking food items by the device. Users can register a
complaint and post reviews on the web portal if the system
does not provide efficient results by filling an online form.
Key Words: Food freshness, Food quality,LCD,Arduino,
Moisture Sensor, Hydrogen gas sensor.
1. INTRODUCTION
Today, in most of the hostel mess and government schools'
kitchen everybody is getting affected by the food they
consume. Milk, fruits like banana and other foods used in
daily life, as all of them do not offer quality since their
moisture harmful gases vary from time to time. To ensure
food safety it should be monitored at every stage of the
supply chain. The potential of hydrogen (pH) is used to
specify the alkalinity or acidity of milk. Variation in pH can
affect taste, flavor, shelf-life of dairy products. When foods
start decaying it produces some gases like ethanol in it.
These gases increase with time. The purpose of this system
is to detect early food spoilage beforesignsarevisible.Based
on the research, the hypothesis is that, as food decay, they
emit certain gases which can be detected by Arduino based-
sensors, and the levels of these gases will vary depending on
the extent of the decay. Increased water content in food
items changes its chemical composition and pH level. The
measurement of parameters likepHlevel,moisture,gaslevel
in food items is necessaryto determinefreshnessandquality
of food. It serves the purpose of consumer health protection
by maintaining the required standardtopreservethe quality
of food. The status of the food is not fresh all the time. The
analysis of routine measurements aims to detect changes in
the nutritional value of food. The proposed system will help
people to identify the freshness of food or the quality offood
items. Our purpose is that the system maygivebetter quality
and freshness in food. General awarenessofnutrientsinfood
must be known by the consumer. Food poisoning has been
the source of innumerable diseases that has a bad effect on
health. To avoid illness, we use sensors to determine the
freshness of household fooditemslikedairy,fruitswhichcan
reduce food poisoning.
2. MOTIVATION
Thirty students from Telangana Minority Residential School
in Hyderabad’s Asif Nagar were admitted to Niloufer
Hospital after they fell sick eating lunch served at the mess
on MONDAY, JULY 08, 2019. The students suffered from
vomiting and severe abdominal pain. the students were
within the age range of around 10 to 13. They ate the hostel
food on Sunday afternoon and immediately presented with
stomach pain and vomiting. They were delivered to the
hospital on Monday morning and admitted. Each year,
approximately 600 million people fall sick and 420,000
people die from the illness. Often, people consume spoiled
foods because there's no significantly visible sign of food
spoilage.
3. LITERATURE SURVEY
Paper 1: "EFresh – A Device to Detect Food Freshness”
September 2018
In this paper authors Naveed Shahzad, Usman Khalid used
biosensor and electrical sensors tocheck outthefreshness of
food. A smart system that may sight the freshness of food
like farm things, meat, and fruits. The identification and
choice of hydrogen ion concentration device, moisture
sensor, and the Gas sensor is used to develop a wise food
freshness detector that ensures the freshness of food and
tells whether or not to eat it or bin it. An android application
is developed to select the type of food to be checked.
The system ensures the quality of food, whetheritisgood for
eating or not. It does not provide the facility to complain if
the device does not provide accurate results. The feedback
may recover the issues related to the device.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1334
Paper 2: “Detection and classification of bacteria in
common street foods using electronic nose and
support vector machine”2017
Authors Jessie R. Balbin, Julius T. Sese, Crissa Vin R. Babaan
focused on the classification of bacteria in street food. Street
food features a major impact on the culture and however, as
a result of the dearth of information on correct food
preparation, the cleanliness and quality of street food are
neglected. A bad microorganism that causes diarrheal
diseases and it's exhausting to sight whether or not the
microorganism exists, byusinganelectronic nose,andimage
processing.
This paper aims to design an electronic nose with gas
sensors that will detect three common types of bacteria on
street foods, namely Enterococcus faecalis, Escherichia coli
and Staphylococcus aureus; and to classify if the said
bacteria are present in the pre-cooking stage and the
bacteria are still present after cooking. The electronic nose
system detects the bacteria in the sample street food during
the pre-cooking stage and Support Vector Machine detects
the bacteria in the sample street food during the post-
cooking stage. This system lacks the detection of other
parameters like moisture, gas level in food.
Paper 3: “Real-Time Milk Monitoring System”2018
Authors Prof. Kadam P. R, Miss. Shinde K. P. describes the
scenario of smart city services that are provided to manage
the city's assets by integrating information and
communication technology (ICT) and the Internet of things
(IoT). Different sensors, terminals with a variety of
topologies and different application requires security for
managing them. To make money day by day the quality of
food decreases and it affects the health of people and this
creates food safety problems. In this paper, the presented
model detects the raw milk for spoilage detection. From the
last decade, researches are comingupwithdifferent efficient
methods for detecting spoilage of milk.
This paper states different studies that show that raw milk
contains the bacteria which are harmful to human beings,so
there is a need to develop one real-time system which will
monitor the quality of milk distributed to the people or
getting used for dairy products. The proposed system work
with a set of different sensors which are connected to the
Arduino board and in turn all data will get passed to the
android app and according to the value, the system checks
the quality of milk and user can easily identify the quality of
milk, the user is getting. Along with milk, a system must
check other items which will make the system more
effective.
Paper 4: “The Vegetable Freshness Monitoring
System Using RFID with Oxygen and Carbon
Dioxide Sensor”2012
In this paper authors Ki Hwan Eom, Min Chul Kim proposed
an oxygen and carbonic acid gas concentration observation
system for freshness management, which supports radio
frequency identification (RFID). Freshness may be checked
by varying factors as well as wetness, temperature, oxygen,
and carbonic acid gas. This paper focuses on oxygen and
carbon dioxide. The concentrations of these two gases are
related to freshness and affect the food.
This system uses a device for observation of gases and
connects the device with the associate RFID tag. The RFID
system is relatively easy to manage. With this combined
system, it calculated the freshness of vegetables.
4. IMPLEMENTATION
Fig 1. Block Diagram of Proposed System
The objective of this proposed system is to make an
electronic device integrated with biosensors that can detect
food spoilage. The use of sensors that can measure different
parameters of food like pH, moisture, and ethanol, and
methane level. The block diagram below shows the model of
the device. The device consists of a microcontroller Arduino
Uno, electrical and biosensors like Hydrogen sensor,
moisture sensor, and ethanol gas sensor. The proposed
solution senses ph level, moisture, harmful gases in related
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1335
food. The moisture sensor senses the moisture level with a
moisture sensor and alcohol gas level with the MQ3 gas
sensor and the hydrogen level with the help of hydrogen
sensors from food samples. The hydrogen value is used to
calculate the pH level of food. This Arduino based IoT device
should be installed in food. Once it is properly installed and
powered on, it connects with the internet via the Wi-Fi
module and starts reading data fromtheinterfacedsensors–
Hydrogen sensor, MQ3 Sensor and Moisture sensor. The
MQ3 sensor detects the emission of ethanol types of gases.If
the food/fruits get spoiled, they emit the ethanol type of
gases. The MQ3 sensor detects the concentration of such
gases and outputs an analog voltage proportional to the
concentration of the gas. The analog output is passed to the
analog pin of the Arduino which has an inbuilt ADC that
converts the analog to a digital value. The Arduino collects
data from all the sensors and converts the values to the
strings. The sensor data wrapped as proper strings. Wi-Fi
module connected to the Arduino uploads the data to Server
where the processing of data takes place. The values are
compared to the threshold values which givestheresultthat
whether the food is fresh or not with a predefinedalgorithm.
The values are sent back to the Arduino. Arduino displays
the output on the LCD as “Good to eat” or “Not good to eat”
depending upon the food freshness level. The server stores
the results in the database. Admin, students and hostel
organizations can view the result from thedatabase bylogin
the web application. The code will gettriggeredandsends us
our warning email when the food parameters cross the set
value to notify the student that the food is not fresh.
In our proposed system, we are providing a web
application at the user interface.
There will be 3 modules:
1. Admin
3. User
4. Student
Admin:
 Admin will register the user, i.e hostel organizationwith
a particular device.
 Admin will store and manage all the data recorded from
various devices to a server.
 He will also take care of the maintenance work of each
device.
Hostel:
 Hostel organization will check the food quality and
freshness with the help of the device regularly.
 The user will add students to the system.
 View results and student feedback on the website.
Student:
 The Student can log in with id and password.
 The student can post a review or lodge complaints in
case of false results of the system.
5. DATA RESULTS
Freshness and Quality detection of Banana.
Ethanol is a naturally occurring substance also called
Alcohol. Ethanol plumes can be used for artificial ripening of
fruit. Fruit ripening is associated withchangesincolor,taste,
sugar, and ethanol content. When fruit like banana starts
ripening its chemical properties change and produces
ethanol in a small amount. This amount increases with time.
The MQ3 gas sensor is used to detect the production and
concentration of ethanol in banana. MQ3 alcohol sensor is
used to detect the presence of ethanol, where the sensitive
material used for this sensor is SnO2, whose conductivity is
lower in clean air. Its conductivity increases as the
concentration of ethanol gases increases. It has a high
sensitivity to alcohol andhas goodresistancetodisturbances
due to smoke, vapor, and gasoline. This module provides
both digital and analog outputs. It has high sensitivity and
fast response time. The sensor provides an analog resistive
output based on alcohol concentration. MQ-3 is an analog as
well as a digital sensor. The presence of ethanol vapors in
food is a sign of decay. So, by the MQ3 sensor, it can be
detected if food has started decaying.
Fig.2- Ethanol Level of Banana Samples with Time
Freshness and Quality detection of Milk.
The lactose sugar in milk is converted into Lactic Acid by
Lactic bacteria which lowers the pH level of milk, over time
the Lactic acid level increases and a phase come when pH
level decreases to such a level so that the Lactic acid
provides help in the growth of bad bacteria which causes
spoilage of milk. The standard pH of fresh milk is
approximately 6.5-6.7. So the pH canbecalculatedbyusinga
Hydrogen sensor i.e MQ8. To monitor the growth of spoiling
bacteria in the milk we can use gas sensor array which will
calculate the actual amount of volatile compounds that get
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1336
produced. These sensors can detect metabolism in specific
bacteria in milk products. This technique gives us a major
goal of fast identification, fast measurements of spoilage in
milk. The selection of sensors is dependent on its chemical
specifications and sensitivity and also other parameters like
cost, power consumption, size, and compatibility. MQ3 is
having a high sensitivity to Alcohol and Organic solvent
vapors. A main important feature of MQ3
is its high sensitivity and quick response time to lower
alcohol concentrations alsowithlowconductivityin pureair.
Fig 3. pH Trend of Milk Samples
Fig 4. Data logs
Fig 5. Complaints log
6. CONCLUSION
Food poisoning has beenthe sourceofinnumerablediseases,
to reduce and avoid illness, we use biosensors and electrical
sensors that determine the freshness of household food
items like dairy items, fruits, and foods. Detecting naturally
emitted gases such as Ethanol as food decay can be used to
detect food spoilage. The Arduino sensors can detect gas
emissions and other important constituents like pH and
moisture levels from food items even before the presence of
any visible signs of spoilage. Using sensors to detect the
presence of these values among foods can help detect food
spoilage early and prevent the consumption of spoiled food.
These techniques can be further developed to include other
types of gas sensors and foods to increase the sensitivity of
such detection methods. This system consists of a hardware
device and a web application that checks the quality and
freshness of food.
7.REFERENCES
[1] eFresh – A Device to Detect Food Freshness
[2] A Review Paper on Electronic Sensor-Based System to
identify undesiredingredientspresentinLiquid Smita A.
Nagtode1, Dr. N.K. Choudhari2 1Assistant Professor,
Datta Meghe Institute of Engg. Technology & Research,
Wardha 2 Principal,Smt,BhagwatiChaturvediCollegeof
Engineering, Nagpur 2013.
[3] Y. Liu, W. Han, Y. Zhang, L. Li, J. Wang, and L. Zheng, "An
Internet-of-Things solution for food safety and quality
control: A pilot project in China," Journal of Industrial
Information Integration, vol. 3, pp. 1-7, 2016.
[4] Applications and Advances in Electronic-Nose
[5] Technologies Alphus D. Wilson 1,* and Manuela Baietto
2 February 2013
[6] X. Zhao, H. Fan, H. Zhu, and H. Fu, "The Design of the
Internet of Things Solution for Food Supply Chain,"
presented at the 2015 International Conference on
Education, Management, Information and Medicine,
2015.

More Related Content

Similar to IRJET - An Efficient System to Detect Freshness and Quality of Food

IOT Based Monitoring of Fruit Freshness Using Arduino Nano
IOT Based Monitoring of Fruit Freshness Using Arduino NanoIOT Based Monitoring of Fruit Freshness Using Arduino Nano
IOT Based Monitoring of Fruit Freshness Using Arduino NanoIRJET Journal
 
Food Recommendation System using Chatbot
Food Recommendation System using ChatbotFood Recommendation System using Chatbot
Food Recommendation System using ChatbotIRJET Journal
 
IRJET - Food Wastage Reduction through Donation
IRJET - Food Wastage Reduction through DonationIRJET - Food Wastage Reduction through Donation
IRJET - Food Wastage Reduction through DonationIRJET Journal
 
Ankit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdfAnkit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdfriddheshbore97
 
A Review on Pesticide Monitoring System for Fruits and Vegetables using IoT
A Review on Pesticide Monitoring System for Fruits and Vegetables using IoTA Review on Pesticide Monitoring System for Fruits and Vegetables using IoT
A Review on Pesticide Monitoring System for Fruits and Vegetables using IoTIRJET Journal
 
Food_Spoilage_Detection_System1.pptx
Food_Spoilage_Detection_System1.pptxFood_Spoilage_Detection_System1.pptx
Food_Spoilage_Detection_System1.pptxMkknowledgehub
 
Eating Habit and Health Monitoring System using Android Based Machine Learning
Eating Habit and Health Monitoring System using Android Based Machine LearningEating Habit and Health Monitoring System using Android Based Machine Learning
Eating Habit and Health Monitoring System using Android Based Machine LearningIRJET Journal
 
IRJET- Gabor Filters in Fingerprint Application
IRJET-  	  Gabor Filters in Fingerprint ApplicationIRJET-  	  Gabor Filters in Fingerprint Application
IRJET- Gabor Filters in Fingerprint ApplicationIRJET Journal
 
sensors-21-01509-v2.pdf
sensors-21-01509-v2.pdfsensors-21-01509-v2.pdf
sensors-21-01509-v2.pdfHODFOODTECH
 
Food Classification and Recommendation for Health and Diet Tracking using Mac...
Food Classification and Recommendation for Health and Diet Tracking using Mac...Food Classification and Recommendation for Health and Diet Tracking using Mac...
Food Classification and Recommendation for Health and Diet Tracking using Mac...IRJET Journal
 
DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...
DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...
DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...rahulmonikasharma
 
Chapter 2 FT.pptx
Chapter 2 FT.pptxChapter 2 FT.pptx
Chapter 2 FT.pptxRandyFin
 
Wearable Bio Sensor
Wearable Bio Sensor Wearable Bio Sensor
Wearable Bio Sensor PRITAM SHARMA
 
MyDietDiary: Diet RecommendationSystem
MyDietDiary: Diet RecommendationSystemMyDietDiary: Diet RecommendationSystem
MyDietDiary: Diet RecommendationSystemIRJET Journal
 
How to improve food security and farming systems by using wireless sensor net...
How to improve food security and farming systems by using wireless sensor net...How to improve food security and farming systems by using wireless sensor net...
How to improve food security and farming systems by using wireless sensor net...Alexander Decker
 
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...IRJET Journal
 
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...IRJET Journal
 
Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...
Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...
Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...Vladimir Kulyukin
 
Wearable Bio Sensor Report File
Wearable Bio Sensor Report FileWearable Bio Sensor Report File
Wearable Bio Sensor Report FilePRITAM SHARMA
 

Similar to IRJET - An Efficient System to Detect Freshness and Quality of Food (20)

FOODINDAHUD
FOODINDAHUDFOODINDAHUD
FOODINDAHUD
 
IOT Based Monitoring of Fruit Freshness Using Arduino Nano
IOT Based Monitoring of Fruit Freshness Using Arduino NanoIOT Based Monitoring of Fruit Freshness Using Arduino Nano
IOT Based Monitoring of Fruit Freshness Using Arduino Nano
 
Food Recommendation System using Chatbot
Food Recommendation System using ChatbotFood Recommendation System using Chatbot
Food Recommendation System using Chatbot
 
IRJET - Food Wastage Reduction through Donation
IRJET - Food Wastage Reduction through DonationIRJET - Food Wastage Reduction through Donation
IRJET - Food Wastage Reduction through Donation
 
Ankit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdfAnkit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdf
 
A Review on Pesticide Monitoring System for Fruits and Vegetables using IoT
A Review on Pesticide Monitoring System for Fruits and Vegetables using IoTA Review on Pesticide Monitoring System for Fruits and Vegetables using IoT
A Review on Pesticide Monitoring System for Fruits and Vegetables using IoT
 
Food_Spoilage_Detection_System1.pptx
Food_Spoilage_Detection_System1.pptxFood_Spoilage_Detection_System1.pptx
Food_Spoilage_Detection_System1.pptx
 
Eating Habit and Health Monitoring System using Android Based Machine Learning
Eating Habit and Health Monitoring System using Android Based Machine LearningEating Habit and Health Monitoring System using Android Based Machine Learning
Eating Habit and Health Monitoring System using Android Based Machine Learning
 
IRJET- Gabor Filters in Fingerprint Application
IRJET-  	  Gabor Filters in Fingerprint ApplicationIRJET-  	  Gabor Filters in Fingerprint Application
IRJET- Gabor Filters in Fingerprint Application
 
sensors-21-01509-v2.pdf
sensors-21-01509-v2.pdfsensors-21-01509-v2.pdf
sensors-21-01509-v2.pdf
 
Food Classification and Recommendation for Health and Diet Tracking using Mac...
Food Classification and Recommendation for Health and Diet Tracking using Mac...Food Classification and Recommendation for Health and Diet Tracking using Mac...
Food Classification and Recommendation for Health and Diet Tracking using Mac...
 
DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...
DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...
DANES: Diet and Nutrition Expert System for Meal Management and Nutrition Cou...
 
Chapter 2 FT.pptx
Chapter 2 FT.pptxChapter 2 FT.pptx
Chapter 2 FT.pptx
 
Wearable Bio Sensor
Wearable Bio Sensor Wearable Bio Sensor
Wearable Bio Sensor
 
MyDietDiary: Diet RecommendationSystem
MyDietDiary: Diet RecommendationSystemMyDietDiary: Diet RecommendationSystem
MyDietDiary: Diet RecommendationSystem
 
How to improve food security and farming systems by using wireless sensor net...
How to improve food security and farming systems by using wireless sensor net...How to improve food security and farming systems by using wireless sensor net...
How to improve food security and farming systems by using wireless sensor net...
 
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
 
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
Automated Food Waste Management System using Arduino: A Smart Solution for Ef...
 
Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...
Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...
Vision-Based Localization & Text Chunking of Nutrition Fact Tables on Android...
 
Wearable Bio Sensor Report File
Wearable Bio Sensor Report FileWearable Bio Sensor Report File
Wearable Bio Sensor Report File
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINESIVASHANKAR N
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performancesivaprakash250
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).pptssuser5c9d4b1
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...RajaP95
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 

Recently uploaded (20)

College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 

IRJET - An Efficient System to Detect Freshness and Quality of Food

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1333 An Efficient System to Detect Freshness and Quality of Food Suruchi Parmar1, Tejaswini Manke2, Neha Badhan3, Prasad Borase4, Prof. N.S.Ujgare5 1,2,3,4Student, Dept.of Information Technology, KBT College of Engineering, Maharashtra, India 5Assistant ProfessorDept.of Information Technology, KBT College of Engineering, Maharashtra, India ----------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - The food quality tracking system based on the Internet of things is an integrated monitoring and management information system, which consists ofintelligent database technology, radio frequency identification technology, food safety technology, network technology, as well as other practical high-tech techniques. The food we consume provides nourishment and gives energy to our body which helps us to perform our day to day activities. A healthy and fresh diet is the most important way to keep ourselves fit. The food items kept at room temperature undergo rapid bacterial growth and chemical changes in food. Eating unhealthy food can cause several foodborne diseases which may harm our health. This IoT based system aimstodetect the quality and freshness of food using biosensor and electrical sensors. A smart system can detect the freshness of household food like dairy items, fruits, and food items. The identification and selection of a hydrogen sensor, Moisture sensor, and Gas sensor to develop a sensible food freshness detector ensures the freshness of food and tells whether or not to eat it or bin it. A web application is developed to display the results of checking food items by the device. Users can register a complaint and post reviews on the web portal if the system does not provide efficient results by filling an online form. Key Words: Food freshness, Food quality,LCD,Arduino, Moisture Sensor, Hydrogen gas sensor. 1. INTRODUCTION Today, in most of the hostel mess and government schools' kitchen everybody is getting affected by the food they consume. Milk, fruits like banana and other foods used in daily life, as all of them do not offer quality since their moisture harmful gases vary from time to time. To ensure food safety it should be monitored at every stage of the supply chain. The potential of hydrogen (pH) is used to specify the alkalinity or acidity of milk. Variation in pH can affect taste, flavor, shelf-life of dairy products. When foods start decaying it produces some gases like ethanol in it. These gases increase with time. The purpose of this system is to detect early food spoilage beforesignsarevisible.Based on the research, the hypothesis is that, as food decay, they emit certain gases which can be detected by Arduino based- sensors, and the levels of these gases will vary depending on the extent of the decay. Increased water content in food items changes its chemical composition and pH level. The measurement of parameters likepHlevel,moisture,gaslevel in food items is necessaryto determinefreshnessandquality of food. It serves the purpose of consumer health protection by maintaining the required standardtopreservethe quality of food. The status of the food is not fresh all the time. The analysis of routine measurements aims to detect changes in the nutritional value of food. The proposed system will help people to identify the freshness of food or the quality offood items. Our purpose is that the system maygivebetter quality and freshness in food. General awarenessofnutrientsinfood must be known by the consumer. Food poisoning has been the source of innumerable diseases that has a bad effect on health. To avoid illness, we use sensors to determine the freshness of household fooditemslikedairy,fruitswhichcan reduce food poisoning. 2. MOTIVATION Thirty students from Telangana Minority Residential School in Hyderabad’s Asif Nagar were admitted to Niloufer Hospital after they fell sick eating lunch served at the mess on MONDAY, JULY 08, 2019. The students suffered from vomiting and severe abdominal pain. the students were within the age range of around 10 to 13. They ate the hostel food on Sunday afternoon and immediately presented with stomach pain and vomiting. They were delivered to the hospital on Monday morning and admitted. Each year, approximately 600 million people fall sick and 420,000 people die from the illness. Often, people consume spoiled foods because there's no significantly visible sign of food spoilage. 3. LITERATURE SURVEY Paper 1: "EFresh – A Device to Detect Food Freshness” September 2018 In this paper authors Naveed Shahzad, Usman Khalid used biosensor and electrical sensors tocheck outthefreshness of food. A smart system that may sight the freshness of food like farm things, meat, and fruits. The identification and choice of hydrogen ion concentration device, moisture sensor, and the Gas sensor is used to develop a wise food freshness detector that ensures the freshness of food and tells whether or not to eat it or bin it. An android application is developed to select the type of food to be checked. The system ensures the quality of food, whetheritisgood for eating or not. It does not provide the facility to complain if the device does not provide accurate results. The feedback may recover the issues related to the device.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1334 Paper 2: “Detection and classification of bacteria in common street foods using electronic nose and support vector machine”2017 Authors Jessie R. Balbin, Julius T. Sese, Crissa Vin R. Babaan focused on the classification of bacteria in street food. Street food features a major impact on the culture and however, as a result of the dearth of information on correct food preparation, the cleanliness and quality of street food are neglected. A bad microorganism that causes diarrheal diseases and it's exhausting to sight whether or not the microorganism exists, byusinganelectronic nose,andimage processing. This paper aims to design an electronic nose with gas sensors that will detect three common types of bacteria on street foods, namely Enterococcus faecalis, Escherichia coli and Staphylococcus aureus; and to classify if the said bacteria are present in the pre-cooking stage and the bacteria are still present after cooking. The electronic nose system detects the bacteria in the sample street food during the pre-cooking stage and Support Vector Machine detects the bacteria in the sample street food during the post- cooking stage. This system lacks the detection of other parameters like moisture, gas level in food. Paper 3: “Real-Time Milk Monitoring System”2018 Authors Prof. Kadam P. R, Miss. Shinde K. P. describes the scenario of smart city services that are provided to manage the city's assets by integrating information and communication technology (ICT) and the Internet of things (IoT). Different sensors, terminals with a variety of topologies and different application requires security for managing them. To make money day by day the quality of food decreases and it affects the health of people and this creates food safety problems. In this paper, the presented model detects the raw milk for spoilage detection. From the last decade, researches are comingupwithdifferent efficient methods for detecting spoilage of milk. This paper states different studies that show that raw milk contains the bacteria which are harmful to human beings,so there is a need to develop one real-time system which will monitor the quality of milk distributed to the people or getting used for dairy products. The proposed system work with a set of different sensors which are connected to the Arduino board and in turn all data will get passed to the android app and according to the value, the system checks the quality of milk and user can easily identify the quality of milk, the user is getting. Along with milk, a system must check other items which will make the system more effective. Paper 4: “The Vegetable Freshness Monitoring System Using RFID with Oxygen and Carbon Dioxide Sensor”2012 In this paper authors Ki Hwan Eom, Min Chul Kim proposed an oxygen and carbonic acid gas concentration observation system for freshness management, which supports radio frequency identification (RFID). Freshness may be checked by varying factors as well as wetness, temperature, oxygen, and carbonic acid gas. This paper focuses on oxygen and carbon dioxide. The concentrations of these two gases are related to freshness and affect the food. This system uses a device for observation of gases and connects the device with the associate RFID tag. The RFID system is relatively easy to manage. With this combined system, it calculated the freshness of vegetables. 4. IMPLEMENTATION Fig 1. Block Diagram of Proposed System The objective of this proposed system is to make an electronic device integrated with biosensors that can detect food spoilage. The use of sensors that can measure different parameters of food like pH, moisture, and ethanol, and methane level. The block diagram below shows the model of the device. The device consists of a microcontroller Arduino Uno, electrical and biosensors like Hydrogen sensor, moisture sensor, and ethanol gas sensor. The proposed solution senses ph level, moisture, harmful gases in related
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1335 food. The moisture sensor senses the moisture level with a moisture sensor and alcohol gas level with the MQ3 gas sensor and the hydrogen level with the help of hydrogen sensors from food samples. The hydrogen value is used to calculate the pH level of food. This Arduino based IoT device should be installed in food. Once it is properly installed and powered on, it connects with the internet via the Wi-Fi module and starts reading data fromtheinterfacedsensors– Hydrogen sensor, MQ3 Sensor and Moisture sensor. The MQ3 sensor detects the emission of ethanol types of gases.If the food/fruits get spoiled, they emit the ethanol type of gases. The MQ3 sensor detects the concentration of such gases and outputs an analog voltage proportional to the concentration of the gas. The analog output is passed to the analog pin of the Arduino which has an inbuilt ADC that converts the analog to a digital value. The Arduino collects data from all the sensors and converts the values to the strings. The sensor data wrapped as proper strings. Wi-Fi module connected to the Arduino uploads the data to Server where the processing of data takes place. The values are compared to the threshold values which givestheresultthat whether the food is fresh or not with a predefinedalgorithm. The values are sent back to the Arduino. Arduino displays the output on the LCD as “Good to eat” or “Not good to eat” depending upon the food freshness level. The server stores the results in the database. Admin, students and hostel organizations can view the result from thedatabase bylogin the web application. The code will gettriggeredandsends us our warning email when the food parameters cross the set value to notify the student that the food is not fresh. In our proposed system, we are providing a web application at the user interface. There will be 3 modules: 1. Admin 3. User 4. Student Admin:  Admin will register the user, i.e hostel organizationwith a particular device.  Admin will store and manage all the data recorded from various devices to a server.  He will also take care of the maintenance work of each device. Hostel:  Hostel organization will check the food quality and freshness with the help of the device regularly.  The user will add students to the system.  View results and student feedback on the website. Student:  The Student can log in with id and password.  The student can post a review or lodge complaints in case of false results of the system. 5. DATA RESULTS Freshness and Quality detection of Banana. Ethanol is a naturally occurring substance also called Alcohol. Ethanol plumes can be used for artificial ripening of fruit. Fruit ripening is associated withchangesincolor,taste, sugar, and ethanol content. When fruit like banana starts ripening its chemical properties change and produces ethanol in a small amount. This amount increases with time. The MQ3 gas sensor is used to detect the production and concentration of ethanol in banana. MQ3 alcohol sensor is used to detect the presence of ethanol, where the sensitive material used for this sensor is SnO2, whose conductivity is lower in clean air. Its conductivity increases as the concentration of ethanol gases increases. It has a high sensitivity to alcohol andhas goodresistancetodisturbances due to smoke, vapor, and gasoline. This module provides both digital and analog outputs. It has high sensitivity and fast response time. The sensor provides an analog resistive output based on alcohol concentration. MQ-3 is an analog as well as a digital sensor. The presence of ethanol vapors in food is a sign of decay. So, by the MQ3 sensor, it can be detected if food has started decaying. Fig.2- Ethanol Level of Banana Samples with Time Freshness and Quality detection of Milk. The lactose sugar in milk is converted into Lactic Acid by Lactic bacteria which lowers the pH level of milk, over time the Lactic acid level increases and a phase come when pH level decreases to such a level so that the Lactic acid provides help in the growth of bad bacteria which causes spoilage of milk. The standard pH of fresh milk is approximately 6.5-6.7. So the pH canbecalculatedbyusinga Hydrogen sensor i.e MQ8. To monitor the growth of spoiling bacteria in the milk we can use gas sensor array which will calculate the actual amount of volatile compounds that get
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 04 | Apr 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1336 produced. These sensors can detect metabolism in specific bacteria in milk products. This technique gives us a major goal of fast identification, fast measurements of spoilage in milk. The selection of sensors is dependent on its chemical specifications and sensitivity and also other parameters like cost, power consumption, size, and compatibility. MQ3 is having a high sensitivity to Alcohol and Organic solvent vapors. A main important feature of MQ3 is its high sensitivity and quick response time to lower alcohol concentrations alsowithlowconductivityin pureair. Fig 3. pH Trend of Milk Samples Fig 4. Data logs Fig 5. Complaints log 6. CONCLUSION Food poisoning has beenthe sourceofinnumerablediseases, to reduce and avoid illness, we use biosensors and electrical sensors that determine the freshness of household food items like dairy items, fruits, and foods. Detecting naturally emitted gases such as Ethanol as food decay can be used to detect food spoilage. The Arduino sensors can detect gas emissions and other important constituents like pH and moisture levels from food items even before the presence of any visible signs of spoilage. Using sensors to detect the presence of these values among foods can help detect food spoilage early and prevent the consumption of spoiled food. These techniques can be further developed to include other types of gas sensors and foods to increase the sensitivity of such detection methods. This system consists of a hardware device and a web application that checks the quality and freshness of food. 7.REFERENCES [1] eFresh – A Device to Detect Food Freshness [2] A Review Paper on Electronic Sensor-Based System to identify undesiredingredientspresentinLiquid Smita A. Nagtode1, Dr. N.K. Choudhari2 1Assistant Professor, Datta Meghe Institute of Engg. Technology & Research, Wardha 2 Principal,Smt,BhagwatiChaturvediCollegeof Engineering, Nagpur 2013. [3] Y. Liu, W. Han, Y. Zhang, L. Li, J. Wang, and L. Zheng, "An Internet-of-Things solution for food safety and quality control: A pilot project in China," Journal of Industrial Information Integration, vol. 3, pp. 1-7, 2016. [4] Applications and Advances in Electronic-Nose [5] Technologies Alphus D. Wilson 1,* and Manuela Baietto 2 February 2013 [6] X. Zhao, H. Fan, H. Zhu, and H. Fu, "The Design of the Internet of Things Solution for Food Supply Chain," presented at the 2015 International Conference on Education, Management, Information and Medicine, 2015.