SlideShare a Scribd company logo
1 of 5
Download to read offline
Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com
ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34
www.ijera.com DOI: 10.9790/9622-0703063034 30 | P a g e
A Food Monitoring System Based on Bluetooth Low Energy and
Internet of Things
Mr.A.Venkatesh1
, T.Saravanakumar2
,S.Vairamsrinivasan3
,A.Vigneshwar4
,
M.Santhosh Kumar5
1,
Assistant Professor, Department of ECE, Hindusthan Institute of Technology
2,3,4,5
Final Year Students, Hindusthan Institute of Technology, Coimbatore
ABSTRACT
A Food Monitoring System Based on Bluetooth Low Energy(BLE) and Internet of Things(IoT)have provided a
plethora of benefits to a variety of commercial industries, including the agricultural, biomedical, cosmetics,
environmental, food manufacturing, military, pharmaceutical, regulatory,and various scientific research fields.
In this System there exists a gas sensor which is used to detect the gases evolved from the food, temperature
sensor to detect the temperature of the food storage area and the humidity sensor to check the humidity. The
collected data from the test samples is transferred to the application through Bluetooth using Bluetooth Low
Energy(BLE) or Internet of Things(IoT) based on the range of the server. The system uses a GSM/GPRS public
wireless network for remote data transfer The combination of internet of things technology, GSM / GPRS public
wireless network technology and Internet significantly reduces the cost of the system, with leading limitless
scope of tracking recognition, which enhances the comprehensive performance of the system greatly.Advances
have improved productattributes, uniformity, and consistency as a result of increases in quality control
capabilities afforded by A Food monitoring system based on Bluetooth Low Energy(BLE) and Internet of
Things of all phases of industrial manufacturing processes. This paper is a review of some of the more important
and modern applications that have been of greatest benefit to the humankind.
Keywords: Bluetooth Low Energy(BLE); Internet of Things (IoT); Food safety; Quality tracing.
I. INTRODUCTION
The resolution of the Uruguay Round of the
GeneralAgreement on Tariffs and Trade (GATT) in
1995,recognized public health risk as the only basis
for restrictions of international trade in food.In recent
years, food safety incidents have occurred frequently,
such as mad cow disease, avian influenza, foot-and-
mouth disease, swine hammer infectious diseases and
food poisoning, which have not only led to huge
economic losses on a global scale, but also seriously
endangered people‟s health across the world. Thus,
food safety management and traceability becomes
particularly important. Since the existing methods
can‟t very well solve the problem of food traceability
and evaluation, most people have to make choice by
themselves, for most of the agricultural products,
especially meat, milk, seafood, fruit, and so on
involve the interests of the multitude. It is an
important subject that presses for finding an effective
method of tracking, management, tracing and
evaluating to ensure food safety.In the current food
industry, there are three steps between food
production and final consumption, including
processing, transportation and stocking. If problems
occur at any point in food-handling sequences, it is
possible to expose food in the state of insecurity, such
as accessing to the source improperly that causes food
spoilage. Excellent food safety system can provide
seller with advice of delivery order and consumers
with food quality and safety report, and
manufacturers with market analysis report, etc. Food
quality monitoring system based on Bluetooth low
energy and internet of things provides an effective
technology to solve this problem, which can be used
to achieve food safety management, tracing and
evaluating BLE and Internet of things is a non-contact
automatic identification technology, which
automatically identify target and get the relevant data
through radio frequency signals and combine
effective database system with network system to
realize tracking items worldwide and information
sharing. Compared with traditional bar code
technology, internet of things technology features
work identification without manual intervention, bulk
read over a long distance, lowrequirements for
environment, long service life, encrypting
information stored in the data, etc. Its application will
bring fundamental change to food safety tracing
management.
According to the characteristics of the BLE
and internet of things technology, this paper puts
forward the food safety traceability system based on
internet of things technology. Starting from varieties
breeding to production processing, it labels records
with an electronic tag, including all the information in
the process of circulation: transportation, packaging,
RESEARCH ARTICLE OPEN ACCESS
Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com
ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34
www.ijera.com DOI: 10.9790/9622-0703063034 31 | P a g e
repackaging, and marketing. The information on food
supply chain can be automatically obtained and target
object are identified easily with data reading and
writing at any time and places in the process of
circulation, which helps to judge food quality. On the
basis of analyzing business process, the use of
internet of things technology in each link of food
circulation is discussed, among which business
model, system construction and implementation of
the strategy are centered on.
II. LITERATURE SURVEY
 On 16 July 2013, at least 23 students died and
dozens more fell ill at a primary school in the
village of DharmashatiGandaman in the Saran
district of the Indian state of Bihar after eating a
Midday Meal contaminated with pesticide.The
food material for midday meals was stored at the
house of the headmistress as the school did not
have sufficient infrastructure.
 In the major markets of the cities and towns in
India, Vegetables and fruits gets wasted due to
the temperature and humidity changes.
 India is considered to be a major producer of
milk and milkproducts, during export it is
necessary to monitor the products.
 In markets green leaves are gets wasted due to
the fluctuations in temperature and humidity.
 Fruits like Apple, Oranges and vegetables like
Carrot are produced in hill areas. These products
must be safely distributed to other region. So, it
must be monitored during the transportation.
III. EXSISTING WORK
1. Kong Xiansheng and Sun Jingintroduces Near
Field Communication and comprises a pH sensor
and an external interrogator thatinteract to
provide information on the quality of food
products. The pH sensor is further divided into
electrodes and resonant circuit. The electrodes of
the sensor are coated with hydrogel; a
hydrophilic polymer which acts as an electrolytic
solution where the electrodes interact. The
resonant circuit consists of an inductive coil and
sensor electronics.
2. Vassiliss.Kodogiannis&AbeerAlsahejari-July
2016 introduce A Fuzzy-wavelet neural network
model for the detection of meat spoilage using an
electronic nose. This provides the information of
the food based on the temperature and humidity
using temperature and humidity sensor.
3. Phurnvirachongthanasphisut,Tharaseesaared,Teer
akiratkerdcharoen-Aug 2015 introduce
Monitoring of microbial canned food spoilage
and contamination based on e-nose for smart
home.This system Senses ammonia in canned
foods by the principal of component
analysis(PCA) and it produces the current status
of the canned foods.
4. SharmithaBhadra,DouglasJ.Thomson-July 2015
present a new CO2 sensor based on a hydrogel
pH-sensitive electrode pair. This sensor provides
a direct voltage measurement depending on the
CO2 concentration in the surrounding
environment. We have integrated this sensor into
a chipless near-field coupled RFID tag.
IV. PROPOSED METHOD
In this system Bluetooth Low Energy
technology is used to transmit the data from the
microcontroller to the server. In this case BLE uses a
very low energy of only less than 15mA whereas the
classic Bluetooth technology can consume the power
consumption up to 30mA.The size of the system is
small when compared to the existing systems.
1. nRF52832 MICROCONTROLLER:
The nRF52832 incorporates a powerful
Cortex-M4F processor enabling the most demanding
applications with complex arithmetic requirements to
be realized in a single chip solution. The IC supports
DSP instructions, a Floating Point Unit (FPU), single-
cycle multiply and accumulate, and hardware divide
for energy-efficient process of computationally
complex operations.The 2.4GHz radio supports
multiple protocols including Bluetooth low energy,
ANT and 2.4GHz proprietary. The radio has high
definition RSSI and highly automated functionality,
including EasyDMA for direct memory access during
packet send and retrieve. Nordic provides protocol
stacks for Bluetooth low energy.The nRF52832 is an
extremely power efficient device that can run from a
supply between 1.7V and 3.6V. All individual
peripherals and clocks offer complete flexibility of
power down when not required for taskoperation thus
minimizing power consumption.
Fig1:Nrf52832 microcontroller
Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com
ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34
www.ijera.com DOI: 10.9790/9622-0703063034 32 | P a g e
2. SENSORS:
 VOC SENSOR:
VOC sensors use a bright ultraviolet light
source to knock electrons out of the VOC molecule;
the electrons are measured and their flow indicates
that VOC molecules are present at the sensor. Each
specific type of VOC molecule has an „ionization
potential‟ (IP) value that represents the amount of
energy necessary to liberate an electron; this value is
measured in „electron volts‟, or eV. PID sensors have
a specified level of energy, also measured in eV, and
in general, any compound with an IP value less than
the sensor‟s eV rating will be ionized and detected.
 DHT11 SENSOR:
DHT11 uses a capacitive humidity sensor
and a thermistor to measure a surrounding air.The
values are triggered by using clock pulse whenever it
is needed.Hence the input from the sensor is send to
the microcontroller by using the optocoupler circuit.
The optocoupler circuit can avoid the damages to the
electronic circuit when there exist an voltage
fluctuations.
3. BLE TECHNOLOGY
Bluetooth Smart technology operates in the
same spectrum range (the 2.400–2.4835 GHz ISM
band) as Classic Bluetooth technology, but uses a
different set of channels. Instead of the Classic
Bluetooth 79 1-MHz channels, Bluetooth Smart has
40 2-MHz channels. Within a channel, data is
transmitted using Gaussian frequency shift
modulation, similar to Classic Bluetooth's Basic Rate
scheme. The bit rate is1 Mbit/s, and the maximum
transmit power is 10 mW.
Fig1:BLE technology
4. THINGSPEAK API:
"ThingSpeak is an open source Internet of
Things (IoT) application and API to store and retrieve
data from things using the HTTP protocol over the
Internet or via a Local Area Network. ThingSpeak
enables the creation of sensor logging applications,
location tracking applications, and a social network of
things with status updates.In this system we can use
the XAMPP server to send and receive the data. The
graphical format of the food information is viewed in
the graphical format using the thingspeak web
application.
V. BLOCK DIAGRAM
VI. RESULTS AND DISCUSSION
A food monitoring system based on
Bluetooth low energy and Internet of things have
been utilized in a wide and diverse range of
applications such as odor analysis, qualitycontrol in
the food industry, environmental protection detection,
public health, explosives detection and spaceflight
applications to improve effectiveness, efficiency and
safety. Due to the complexity of biological olfaction,
the artificial olfactory system has non-linearity
characteristics. Due to the differences ofselectivity,
sensitivity and specificity of sensors, the optimal
features of sensors are various. Usually,the same
features are extracted from different sensors with the
special methods which we reviewed above. However,
it is possible that the features are not optimal for each
sensor and better performance can be obtained if
different features are extracted and fused for pattern
recognition with different feature methods for
different sensors.
Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com
ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34
www.ijera.com DOI: 10.9790/9622-0703063034 33 | P a g e
VII. CONCLUSION
With a vast amount of literature now
available to demonstrate the theoretical and practical
feasibilityof using food monitoring system based on
BLE technology and IoT in many diverse
applications, the trick now will be to go the extra
distance to beginto fine-tune these technologies for
many practical and specific applications. This will
require cooperativeefforts and informative exchanges
between researchers and practitioners. Once these
difficulties and logisticsare resolved, food monitoring
system based on BLE and IoT devices should be
capable of solving many problems and serving many
of the future needs of the industries that have yet to
be discovered.
REFERENCES
[1] LiuChuanju. Research on the digitized
production model under the network
environment[J], Journal ofNetworks,
2011,12-3 :160-163;
[2] YuShanshan, based on NET-business supply
chain management system design
andrealizationmicrocomputer,2011,12-3
:168-170;
[3] LiuChuanju. the cluster greenhouse
optimization design of the remote
monitoring system under
thenetworkenvironment.Journal of
Multimedia .2012 (12): P82-84;
Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com
ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34
www.ijera.com DOI: 10.9790/9622-0703063034 34 | P a g e
[4] LiMinzhe, Sun Junmao, Cao Xinming, the
status quo, debate and suggestions of the
safety of agriculturalproducts in China.
China Agricultural Science and Technology,
2012, 5 (3) :68-71
[5] Zhangbing Wen, HaoZhenghong. Safety of
agricultural products in China.food safety
topics, 2000.
[6] Sanford, V., Pervasive Computing Goes the
Last Hundred Feet wit internet of things
Systems, IEEE CS andIEEE ComSoc, April-
June, 2013.
[7] Wind, G. Creating Business Intelligence
from What Were Black Holes of
Informationand Data, internet of
thingsWorld, Sydney, 2011.
[8] Ngai E W T et al.internet of things
Research: An Academic Literature
Review(1995-2005) and Future
ResearchDirections[J].International
Journal of Production
Economics,2012,112( 2) : 510 -520.
[9] MKarkkainen.Increasing Efficiency in the
Supply Chain for Short Shelf life Goods
Using internet of thingsTagging[J].
Journal of Multimedia,2011,31( 10) :
529 -536.
[10] Finkenzeller, K.: internet of things -
Handbuch: Grundlagen und
praktischeAnwendungeninduktiverFunkanla
gen, Transponder und
kontaktloserChipkarten. 4 Auflage, Hanser,
München, 2010
[11] Jedermann, R.; Edmond, J.P.; Lang, W.:
Shelf life prediction by intelligent internet of
things. In Haasis, H.D.;Kreowski, H.J.;
Scholz-Reiter, B. (Eds.): Dynamics in
Logistics - First International Conference,
LDIC 2011Bremen, Germany, August
2012Proceedings. Springer, Berlin, 231--
238, May 2008
[12] Jedermann, R. und Lang, W.:
TechnischeGrenzen des Einsatzes von UHF
Identifikationssystemeninternet ofthings)
imLebensmittelbereich. Technical Report
SFB637-B6-07-3, University of Bremen,
November 2011
[13] Jedermann, R.; Lang, W.: Semi-passive
internet of things and beyond: steps towards
automated quality tracingin the food chain.
In: International Journal of Radio
Frequency Identification Technology and
Applications(IJRFITA), Vol. 1(2012)3, pp.
247 – 259
[14] B G Anil Kumar,K C Bhagyalakshmi,
K.Lavanya,K H Gowranga, “A bluetooth
low energy based beacon system for smart
short range surveillance”.
[15] ShaarmisthaBhadra,DouglasJ.Thomson,Greg
E.Bridges ,“Near-Field coupled RFID tag for
carbon dioxide concentration sensing”.
[16] PhunviraChongthanaphisut,TharaSeesaard,T
eerakiatKerdcharoen,”Monitoring of
microbial canned food spoilage &
contamination based on e-nose for smart
home”.

More Related Content

What's hot

IRJET- Motion Based Message Conveyor for Physically Disabled People
IRJET-  	  Motion Based Message Conveyor for Physically Disabled PeopleIRJET-  	  Motion Based Message Conveyor for Physically Disabled People
IRJET- Motion Based Message Conveyor for Physically Disabled PeopleIRJET Journal
 
IRJET- Smart Soldier Jacket using Internet of Things (IoT)
IRJET- Smart Soldier Jacket using Internet of Things (IoT)IRJET- Smart Soldier Jacket using Internet of Things (IoT)
IRJET- Smart Soldier Jacket using Internet of Things (IoT)IRJET Journal
 
Analysis of Soil Parameters in Agriculture Field using IOT
Analysis of Soil Parameters in Agriculture Field using IOTAnalysis of Soil Parameters in Agriculture Field using IOT
Analysis of Soil Parameters in Agriculture Field using IOTIRJET Journal
 
IRJET- IoT based Automated Green House Monitoring and Control System
IRJET-  	  IoT based Automated Green House Monitoring and Control SystemIRJET-  	  IoT based Automated Green House Monitoring and Control System
IRJET- IoT based Automated Green House Monitoring and Control SystemIRJET Journal
 
IRJET- Research Paper on Inventory Management System
IRJET-  	  Research Paper on Inventory Management SystemIRJET-  	  Research Paper on Inventory Management System
IRJET- Research Paper on Inventory Management SystemIRJET Journal
 
IRJET - Smart Crop Protection System from Animals using PIC
IRJET -  	  Smart Crop Protection System from Animals using PICIRJET -  	  Smart Crop Protection System from Animals using PIC
IRJET - Smart Crop Protection System from Animals using PICIRJET Journal
 
IRJET- Sugarcane Disease Detection and Controlling using Image Processing
IRJET- Sugarcane Disease Detection and Controlling using Image ProcessingIRJET- Sugarcane Disease Detection and Controlling using Image Processing
IRJET- Sugarcane Disease Detection and Controlling using Image ProcessingIRJET Journal
 
IRJET- Arduino Based Baby Incubator using GSM Technology
IRJET- Arduino Based Baby Incubator using GSM TechnologyIRJET- Arduino Based Baby Incubator using GSM Technology
IRJET- Arduino Based Baby Incubator using GSM TechnologyIRJET Journal
 
Android Based E-Learning Application Class-E
Android Based E-Learning Application Class-EAndroid Based E-Learning Application Class-E
Android Based E-Learning Application Class-EIRJET Journal
 
IRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoTIRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoTIRJET Journal
 
IRJET - Greenhouse Environmental Traceability System using Internet of Th...
IRJET -  	  Greenhouse Environmental Traceability System using Internet of Th...IRJET -  	  Greenhouse Environmental Traceability System using Internet of Th...
IRJET - Greenhouse Environmental Traceability System using Internet of Th...IRJET Journal
 
Home Automation using Wi-Fi Interconnection
Home Automation using  Wi-Fi InterconnectionHome Automation using  Wi-Fi Interconnection
Home Automation using Wi-Fi InterconnectionIRJET Journal
 
Food Technology A Tutorial
Food Technology A TutorialFood Technology A Tutorial
Food Technology A Tutorialijtsrd
 
Artificial Intelligence in Power Saving & Games
Artificial Intelligence in Power Saving & GamesArtificial Intelligence in Power Saving & Games
Artificial Intelligence in Power Saving & GamesIRJET Journal
 
IRJET- Arduino Based Child Tracking System Using GPS and GSM
IRJET-  	  Arduino Based Child Tracking System Using GPS and GSMIRJET-  	  Arduino Based Child Tracking System Using GPS and GSM
IRJET- Arduino Based Child Tracking System Using GPS and GSMIRJET Journal
 
Office Automation & Attendance System using IoT
Office Automation & Attendance System using IoTOffice Automation & Attendance System using IoT
Office Automation & Attendance System using IoTIRJET Journal
 
IoT Based Smart Horticulture Monitoring System
IoT Based Smart Horticulture Monitoring SystemIoT Based Smart Horticulture Monitoring System
IoT Based Smart Horticulture Monitoring Systemijtsrd
 

What's hot (20)

Solar Cold Storage
Solar Cold StorageSolar Cold Storage
Solar Cold Storage
 
IRJET- Motion Based Message Conveyor for Physically Disabled People
IRJET-  	  Motion Based Message Conveyor for Physically Disabled PeopleIRJET-  	  Motion Based Message Conveyor for Physically Disabled People
IRJET- Motion Based Message Conveyor for Physically Disabled People
 
IRJET- Smart Soldier Jacket using Internet of Things (IoT)
IRJET- Smart Soldier Jacket using Internet of Things (IoT)IRJET- Smart Soldier Jacket using Internet of Things (IoT)
IRJET- Smart Soldier Jacket using Internet of Things (IoT)
 
Analysis of Soil Parameters in Agriculture Field using IOT
Analysis of Soil Parameters in Agriculture Field using IOTAnalysis of Soil Parameters in Agriculture Field using IOT
Analysis of Soil Parameters in Agriculture Field using IOT
 
IRJET- IoT based Automated Green House Monitoring and Control System
IRJET-  	  IoT based Automated Green House Monitoring and Control SystemIRJET-  	  IoT based Automated Green House Monitoring and Control System
IRJET- IoT based Automated Green House Monitoring and Control System
 
IRJET- Research Paper on Inventory Management System
IRJET-  	  Research Paper on Inventory Management SystemIRJET-  	  Research Paper on Inventory Management System
IRJET- Research Paper on Inventory Management System
 
IRJET - Smart Crop Protection System from Animals using PIC
IRJET -  	  Smart Crop Protection System from Animals using PICIRJET -  	  Smart Crop Protection System from Animals using PIC
IRJET - Smart Crop Protection System from Animals using PIC
 
IRJET- Sugarcane Disease Detection and Controlling using Image Processing
IRJET- Sugarcane Disease Detection and Controlling using Image ProcessingIRJET- Sugarcane Disease Detection and Controlling using Image Processing
IRJET- Sugarcane Disease Detection and Controlling using Image Processing
 
IRJET- Arduino Based Baby Incubator using GSM Technology
IRJET- Arduino Based Baby Incubator using GSM TechnologyIRJET- Arduino Based Baby Incubator using GSM Technology
IRJET- Arduino Based Baby Incubator using GSM Technology
 
Ultrasonic Stirrer
Ultrasonic StirrerUltrasonic Stirrer
Ultrasonic Stirrer
 
Android Based E-Learning Application Class-E
Android Based E-Learning Application Class-EAndroid Based E-Learning Application Class-E
Android Based E-Learning Application Class-E
 
IRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoTIRJET- Soilless Cultivation using IoT
IRJET- Soilless Cultivation using IoT
 
IRJET - Greenhouse Environmental Traceability System using Internet of Th...
IRJET -  	  Greenhouse Environmental Traceability System using Internet of Th...IRJET -  	  Greenhouse Environmental Traceability System using Internet of Th...
IRJET - Greenhouse Environmental Traceability System using Internet of Th...
 
Home Automation using Wi-Fi Interconnection
Home Automation using  Wi-Fi InterconnectionHome Automation using  Wi-Fi Interconnection
Home Automation using Wi-Fi Interconnection
 
Food Technology A Tutorial
Food Technology A TutorialFood Technology A Tutorial
Food Technology A Tutorial
 
Artificial Intelligence in Power Saving & Games
Artificial Intelligence in Power Saving & GamesArtificial Intelligence in Power Saving & Games
Artificial Intelligence in Power Saving & Games
 
IRJET- Arduino Based Child Tracking System Using GPS and GSM
IRJET-  	  Arduino Based Child Tracking System Using GPS and GSMIRJET-  	  Arduino Based Child Tracking System Using GPS and GSM
IRJET- Arduino Based Child Tracking System Using GPS and GSM
 
Office Automation & Attendance System using IoT
Office Automation & Attendance System using IoTOffice Automation & Attendance System using IoT
Office Automation & Attendance System using IoT
 
IoT Based Smart Horticulture Monitoring System
IoT Based Smart Horticulture Monitoring SystemIoT Based Smart Horticulture Monitoring System
IoT Based Smart Horticulture Monitoring System
 
Applications of iot
Applications of iotApplications of iot
Applications of iot
 

Viewers also liked

Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...
Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...
Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...IJERA Editor
 
“ Study of Sesmic Analysis of Masonry Wall Structure”
“ Study of Sesmic Analysis of Masonry Wall Structure”“ Study of Sesmic Analysis of Masonry Wall Structure”
“ Study of Sesmic Analysis of Masonry Wall Structure”IJERA Editor
 
Custom Angle Ceiling Fan
Custom Angle Ceiling FanCustom Angle Ceiling Fan
Custom Angle Ceiling FanIJERA Editor
 
Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction
Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction
Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction IJERA Editor
 
Soft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo ConverterSoft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo ConverterIJERA Editor
 
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...IJERA Editor
 
Papercrete Bricks An Alternative Sustainable Building Material
Papercrete Bricks An Alternative Sustainable Building MaterialPapercrete Bricks An Alternative Sustainable Building Material
Papercrete Bricks An Alternative Sustainable Building MaterialIJERA Editor
 
Performance Study of Tube Settlers Module
Performance Study of Tube Settlers ModulePerformance Study of Tube Settlers Module
Performance Study of Tube Settlers ModuleIJERA Editor
 
Peculiarities of irrecoverable straining in stress-drop test
Peculiarities of irrecoverable straining in stress-drop testPeculiarities of irrecoverable straining in stress-drop test
Peculiarities of irrecoverable straining in stress-drop testIJERA Editor
 

Viewers also liked (9)

Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...
Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...
Enhancement of Single Moving Average Time Series Model Using Rough k-Means fo...
 
“ Study of Sesmic Analysis of Masonry Wall Structure”
“ Study of Sesmic Analysis of Masonry Wall Structure”“ Study of Sesmic Analysis of Masonry Wall Structure”
“ Study of Sesmic Analysis of Masonry Wall Structure”
 
Custom Angle Ceiling Fan
Custom Angle Ceiling FanCustom Angle Ceiling Fan
Custom Angle Ceiling Fan
 
Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction
Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction
Dynamic Evolving Neuro-Fuzzy Inference System for Mortality Prediction
 
Soft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo ConverterSoft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo Converter
 
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South ...
 
Papercrete Bricks An Alternative Sustainable Building Material
Papercrete Bricks An Alternative Sustainable Building MaterialPapercrete Bricks An Alternative Sustainable Building Material
Papercrete Bricks An Alternative Sustainable Building Material
 
Performance Study of Tube Settlers Module
Performance Study of Tube Settlers ModulePerformance Study of Tube Settlers Module
Performance Study of Tube Settlers Module
 
Peculiarities of irrecoverable straining in stress-drop test
Peculiarities of irrecoverable straining in stress-drop testPeculiarities of irrecoverable straining in stress-drop test
Peculiarities of irrecoverable straining in stress-drop test
 

Similar to A Food Monitoring System Based on Bluetooth Low Energy and Internet of Things

Smart food storage and waste reduction.docx
Smart food storage and waste reduction.docxSmart food storage and waste reduction.docx
Smart food storage and waste reduction.docxNIMMANAGANTI RAMAKRISHNA
 
IRJET- An Efficient System to Detect Freshness and Quality of Food
IRJET- An Efficient System to Detect Freshness and Quality of FoodIRJET- An Efficient System to Detect Freshness and Quality of Food
IRJET- An Efficient System to Detect Freshness and Quality of FoodIRJET Journal
 
IRJET - An Efficient System to Detect Freshness and Quality of Food
IRJET - An Efficient System to Detect Freshness and Quality of FoodIRJET - An Efficient System to Detect Freshness and Quality of Food
IRJET - An Efficient System to Detect Freshness and Quality of FoodIRJET Journal
 
IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...
IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...
IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...IRJET Journal
 
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...IRJET Journal
 
GREENHOUSE MONITORING AND AUTOMATION SYSTEM
GREENHOUSE MONITORING AND AUTOMATION SYSTEMGREENHOUSE MONITORING AND AUTOMATION SYSTEM
GREENHOUSE MONITORING AND AUTOMATION SYSTEMIRJET Journal
 
Agricultural Management through Wireless Sensors and Internet of Things
Agricultural Management through Wireless Sensors and Internet of Things Agricultural Management through Wireless Sensors and Internet of Things
Agricultural Management through Wireless Sensors and Internet of Things IJECEIAES
 
How to improve food security and farming systems by using
How to improve food security and farming systems by usingHow to improve food security and farming systems by using
How to improve food security and farming systems by usingAlexander Decker
 
Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...
Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...
Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...ijtsrd
 
A review of the literature on IOT-based smart agriculture monitoring and cont...
A review of the literature on IOT-based smart agriculture monitoring and cont...A review of the literature on IOT-based smart agriculture monitoring and cont...
A review of the literature on IOT-based smart agriculture monitoring and cont...IRJET Journal
 
Wearable Bio Sensor
Wearable Bio Sensor Wearable Bio Sensor
Wearable Bio Sensor PRITAM SHARMA
 
Wearable Bio Sensor Report File
Wearable Bio Sensor Report FileWearable Bio Sensor Report File
Wearable Bio Sensor Report FilePRITAM SHARMA
 
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno MicrocontrollerIRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno MicrocontrollerIRJET Journal
 
A Review Paper on Optimize Yield Production Using Data from Sensors
A Review Paper on Optimize Yield Production Using Data from SensorsA Review Paper on Optimize Yield Production Using Data from Sensors
A Review Paper on Optimize Yield Production Using Data from SensorsIRJET Journal
 
A Review Paper on Doctorless Intelligent Covid Center
A Review Paper on Doctorless Intelligent Covid CenterA Review Paper on Doctorless Intelligent Covid Center
A Review Paper on Doctorless Intelligent Covid CenterIRJET Journal
 
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
 
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- IoT based Greenhouse Monitoring using PIC16F877AIRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- IoT based Greenhouse Monitoring using PIC16F877AIRJET Journal
 
IOT Based Patient Health Monitoring System Using WIFI
IOT Based Patient Health Monitoring System Using WIFIIOT Based Patient Health Monitoring System Using WIFI
IOT Based Patient Health Monitoring System Using WIFIijtsrd
 

Similar to A Food Monitoring System Based on Bluetooth Low Energy and Internet of Things (20)

Smart food storage and waste reduction.docx
Smart food storage and waste reduction.docxSmart food storage and waste reduction.docx
Smart food storage and waste reduction.docx
 
IRJET- An Efficient System to Detect Freshness and Quality of Food
IRJET- An Efficient System to Detect Freshness and Quality of FoodIRJET- An Efficient System to Detect Freshness and Quality of Food
IRJET- An Efficient System to Detect Freshness and Quality of Food
 
IRJET - An Efficient System to Detect Freshness and Quality of Food
IRJET - An Efficient System to Detect Freshness and Quality of FoodIRJET - An Efficient System to Detect Freshness and Quality of Food
IRJET - An Efficient System to Detect Freshness and Quality of Food
 
IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...
IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...
IoT-Based Food Tracking and Management System Employing NodeMCU and the Blynk...
 
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...
 
GREENHOUSE MONITORING AND AUTOMATION SYSTEM
GREENHOUSE MONITORING AND AUTOMATION SYSTEMGREENHOUSE MONITORING AND AUTOMATION SYSTEM
GREENHOUSE MONITORING AND AUTOMATION SYSTEM
 
Agricultural Management through Wireless Sensors and Internet of Things
Agricultural Management through Wireless Sensors and Internet of Things Agricultural Management through Wireless Sensors and Internet of Things
Agricultural Management through Wireless Sensors and Internet of Things
 
How to improve food security and farming systems by using
How to improve food security and farming systems by usingHow to improve food security and farming systems by using
How to improve food security and farming systems by using
 
Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...
Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...
Design and Layout of Automatic Soil Moisture, Temperature and Humidity Regula...
 
Automation irrigation system using arduino for smart crop field productivity
Automation irrigation system using arduino for smart crop  field productivityAutomation irrigation system using arduino for smart crop  field productivity
Automation irrigation system using arduino for smart crop field productivity
 
A review of the literature on IOT-based smart agriculture monitoring and cont...
A review of the literature on IOT-based smart agriculture monitoring and cont...A review of the literature on IOT-based smart agriculture monitoring and cont...
A review of the literature on IOT-based smart agriculture monitoring and cont...
 
Wearable Bio Sensor
Wearable Bio Sensor Wearable Bio Sensor
Wearable Bio Sensor
 
Wearable Bio Sensor Report File
Wearable Bio Sensor Report FileWearable Bio Sensor Report File
Wearable Bio Sensor Report File
 
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno MicrocontrollerIRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
 
A Review Paper on Optimize Yield Production Using Data from Sensors
A Review Paper on Optimize Yield Production Using Data from SensorsA Review Paper on Optimize Yield Production Using Data from Sensors
A Review Paper on Optimize Yield Production Using Data from Sensors
 
A Review Paper on Doctorless Intelligent Covid Center
A Review Paper on Doctorless Intelligent Covid CenterA Review Paper on Doctorless Intelligent Covid Center
A Review Paper on Doctorless Intelligent Covid Center
 
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
 
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- IoT based Greenhouse Monitoring using PIC16F877AIRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
 
Irjet v7 i31040
Irjet v7 i31040Irjet v7 i31040
Irjet v7 i31040
 
IOT Based Patient Health Monitoring System Using WIFI
IOT Based Patient Health Monitoring System Using WIFIIOT Based Patient Health Monitoring System Using WIFI
IOT Based Patient Health Monitoring System Using WIFI
 

Recently uploaded

(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...ranjana rawat
 
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
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
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
 
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...Call girls in Ahmedabad High profile
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
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
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
(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
 
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
 
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
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
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
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 

Recently uploaded (20)

(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
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...
 
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
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
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
 
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
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
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
(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...
 
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...
 
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
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
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
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 

A Food Monitoring System Based on Bluetooth Low Energy and Internet of Things

  • 1. Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34 www.ijera.com DOI: 10.9790/9622-0703063034 30 | P a g e A Food Monitoring System Based on Bluetooth Low Energy and Internet of Things Mr.A.Venkatesh1 , T.Saravanakumar2 ,S.Vairamsrinivasan3 ,A.Vigneshwar4 , M.Santhosh Kumar5 1, Assistant Professor, Department of ECE, Hindusthan Institute of Technology 2,3,4,5 Final Year Students, Hindusthan Institute of Technology, Coimbatore ABSTRACT A Food Monitoring System Based on Bluetooth Low Energy(BLE) and Internet of Things(IoT)have provided a plethora of benefits to a variety of commercial industries, including the agricultural, biomedical, cosmetics, environmental, food manufacturing, military, pharmaceutical, regulatory,and various scientific research fields. In this System there exists a gas sensor which is used to detect the gases evolved from the food, temperature sensor to detect the temperature of the food storage area and the humidity sensor to check the humidity. The collected data from the test samples is transferred to the application through Bluetooth using Bluetooth Low Energy(BLE) or Internet of Things(IoT) based on the range of the server. The system uses a GSM/GPRS public wireless network for remote data transfer The combination of internet of things technology, GSM / GPRS public wireless network technology and Internet significantly reduces the cost of the system, with leading limitless scope of tracking recognition, which enhances the comprehensive performance of the system greatly.Advances have improved productattributes, uniformity, and consistency as a result of increases in quality control capabilities afforded by A Food monitoring system based on Bluetooth Low Energy(BLE) and Internet of Things of all phases of industrial manufacturing processes. This paper is a review of some of the more important and modern applications that have been of greatest benefit to the humankind. Keywords: Bluetooth Low Energy(BLE); Internet of Things (IoT); Food safety; Quality tracing. I. INTRODUCTION The resolution of the Uruguay Round of the GeneralAgreement on Tariffs and Trade (GATT) in 1995,recognized public health risk as the only basis for restrictions of international trade in food.In recent years, food safety incidents have occurred frequently, such as mad cow disease, avian influenza, foot-and- mouth disease, swine hammer infectious diseases and food poisoning, which have not only led to huge economic losses on a global scale, but also seriously endangered people‟s health across the world. Thus, food safety management and traceability becomes particularly important. Since the existing methods can‟t very well solve the problem of food traceability and evaluation, most people have to make choice by themselves, for most of the agricultural products, especially meat, milk, seafood, fruit, and so on involve the interests of the multitude. It is an important subject that presses for finding an effective method of tracking, management, tracing and evaluating to ensure food safety.In the current food industry, there are three steps between food production and final consumption, including processing, transportation and stocking. If problems occur at any point in food-handling sequences, it is possible to expose food in the state of insecurity, such as accessing to the source improperly that causes food spoilage. Excellent food safety system can provide seller with advice of delivery order and consumers with food quality and safety report, and manufacturers with market analysis report, etc. Food quality monitoring system based on Bluetooth low energy and internet of things provides an effective technology to solve this problem, which can be used to achieve food safety management, tracing and evaluating BLE and Internet of things is a non-contact automatic identification technology, which automatically identify target and get the relevant data through radio frequency signals and combine effective database system with network system to realize tracking items worldwide and information sharing. Compared with traditional bar code technology, internet of things technology features work identification without manual intervention, bulk read over a long distance, lowrequirements for environment, long service life, encrypting information stored in the data, etc. Its application will bring fundamental change to food safety tracing management. According to the characteristics of the BLE and internet of things technology, this paper puts forward the food safety traceability system based on internet of things technology. Starting from varieties breeding to production processing, it labels records with an electronic tag, including all the information in the process of circulation: transportation, packaging, RESEARCH ARTICLE OPEN ACCESS
  • 2. Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34 www.ijera.com DOI: 10.9790/9622-0703063034 31 | P a g e repackaging, and marketing. The information on food supply chain can be automatically obtained and target object are identified easily with data reading and writing at any time and places in the process of circulation, which helps to judge food quality. On the basis of analyzing business process, the use of internet of things technology in each link of food circulation is discussed, among which business model, system construction and implementation of the strategy are centered on. II. LITERATURE SURVEY  On 16 July 2013, at least 23 students died and dozens more fell ill at a primary school in the village of DharmashatiGandaman in the Saran district of the Indian state of Bihar after eating a Midday Meal contaminated with pesticide.The food material for midday meals was stored at the house of the headmistress as the school did not have sufficient infrastructure.  In the major markets of the cities and towns in India, Vegetables and fruits gets wasted due to the temperature and humidity changes.  India is considered to be a major producer of milk and milkproducts, during export it is necessary to monitor the products.  In markets green leaves are gets wasted due to the fluctuations in temperature and humidity.  Fruits like Apple, Oranges and vegetables like Carrot are produced in hill areas. These products must be safely distributed to other region. So, it must be monitored during the transportation. III. EXSISTING WORK 1. Kong Xiansheng and Sun Jingintroduces Near Field Communication and comprises a pH sensor and an external interrogator thatinteract to provide information on the quality of food products. The pH sensor is further divided into electrodes and resonant circuit. The electrodes of the sensor are coated with hydrogel; a hydrophilic polymer which acts as an electrolytic solution where the electrodes interact. The resonant circuit consists of an inductive coil and sensor electronics. 2. Vassiliss.Kodogiannis&AbeerAlsahejari-July 2016 introduce A Fuzzy-wavelet neural network model for the detection of meat spoilage using an electronic nose. This provides the information of the food based on the temperature and humidity using temperature and humidity sensor. 3. Phurnvirachongthanasphisut,Tharaseesaared,Teer akiratkerdcharoen-Aug 2015 introduce Monitoring of microbial canned food spoilage and contamination based on e-nose for smart home.This system Senses ammonia in canned foods by the principal of component analysis(PCA) and it produces the current status of the canned foods. 4. SharmithaBhadra,DouglasJ.Thomson-July 2015 present a new CO2 sensor based on a hydrogel pH-sensitive electrode pair. This sensor provides a direct voltage measurement depending on the CO2 concentration in the surrounding environment. We have integrated this sensor into a chipless near-field coupled RFID tag. IV. PROPOSED METHOD In this system Bluetooth Low Energy technology is used to transmit the data from the microcontroller to the server. In this case BLE uses a very low energy of only less than 15mA whereas the classic Bluetooth technology can consume the power consumption up to 30mA.The size of the system is small when compared to the existing systems. 1. nRF52832 MICROCONTROLLER: The nRF52832 incorporates a powerful Cortex-M4F processor enabling the most demanding applications with complex arithmetic requirements to be realized in a single chip solution. The IC supports DSP instructions, a Floating Point Unit (FPU), single- cycle multiply and accumulate, and hardware divide for energy-efficient process of computationally complex operations.The 2.4GHz radio supports multiple protocols including Bluetooth low energy, ANT and 2.4GHz proprietary. The radio has high definition RSSI and highly automated functionality, including EasyDMA for direct memory access during packet send and retrieve. Nordic provides protocol stacks for Bluetooth low energy.The nRF52832 is an extremely power efficient device that can run from a supply between 1.7V and 3.6V. All individual peripherals and clocks offer complete flexibility of power down when not required for taskoperation thus minimizing power consumption. Fig1:Nrf52832 microcontroller
  • 3. Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34 www.ijera.com DOI: 10.9790/9622-0703063034 32 | P a g e 2. SENSORS:  VOC SENSOR: VOC sensors use a bright ultraviolet light source to knock electrons out of the VOC molecule; the electrons are measured and their flow indicates that VOC molecules are present at the sensor. Each specific type of VOC molecule has an „ionization potential‟ (IP) value that represents the amount of energy necessary to liberate an electron; this value is measured in „electron volts‟, or eV. PID sensors have a specified level of energy, also measured in eV, and in general, any compound with an IP value less than the sensor‟s eV rating will be ionized and detected.  DHT11 SENSOR: DHT11 uses a capacitive humidity sensor and a thermistor to measure a surrounding air.The values are triggered by using clock pulse whenever it is needed.Hence the input from the sensor is send to the microcontroller by using the optocoupler circuit. The optocoupler circuit can avoid the damages to the electronic circuit when there exist an voltage fluctuations. 3. BLE TECHNOLOGY Bluetooth Smart technology operates in the same spectrum range (the 2.400–2.4835 GHz ISM band) as Classic Bluetooth technology, but uses a different set of channels. Instead of the Classic Bluetooth 79 1-MHz channels, Bluetooth Smart has 40 2-MHz channels. Within a channel, data is transmitted using Gaussian frequency shift modulation, similar to Classic Bluetooth's Basic Rate scheme. The bit rate is1 Mbit/s, and the maximum transmit power is 10 mW. Fig1:BLE technology 4. THINGSPEAK API: "ThingSpeak is an open source Internet of Things (IoT) application and API to store and retrieve data from things using the HTTP protocol over the Internet or via a Local Area Network. ThingSpeak enables the creation of sensor logging applications, location tracking applications, and a social network of things with status updates.In this system we can use the XAMPP server to send and receive the data. The graphical format of the food information is viewed in the graphical format using the thingspeak web application. V. BLOCK DIAGRAM VI. RESULTS AND DISCUSSION A food monitoring system based on Bluetooth low energy and Internet of things have been utilized in a wide and diverse range of applications such as odor analysis, qualitycontrol in the food industry, environmental protection detection, public health, explosives detection and spaceflight applications to improve effectiveness, efficiency and safety. Due to the complexity of biological olfaction, the artificial olfactory system has non-linearity characteristics. Due to the differences ofselectivity, sensitivity and specificity of sensors, the optimal features of sensors are various. Usually,the same features are extracted from different sensors with the special methods which we reviewed above. However, it is possible that the features are not optimal for each sensor and better performance can be obtained if different features are extracted and fused for pattern recognition with different feature methods for different sensors.
  • 4. Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34 www.ijera.com DOI: 10.9790/9622-0703063034 33 | P a g e VII. CONCLUSION With a vast amount of literature now available to demonstrate the theoretical and practical feasibilityof using food monitoring system based on BLE technology and IoT in many diverse applications, the trick now will be to go the extra distance to beginto fine-tune these technologies for many practical and specific applications. This will require cooperativeefforts and informative exchanges between researchers and practitioners. Once these difficulties and logisticsare resolved, food monitoring system based on BLE and IoT devices should be capable of solving many problems and serving many of the future needs of the industries that have yet to be discovered. REFERENCES [1] LiuChuanju. Research on the digitized production model under the network environment[J], Journal ofNetworks, 2011,12-3 :160-163; [2] YuShanshan, based on NET-business supply chain management system design andrealizationmicrocomputer,2011,12-3 :168-170; [3] LiuChuanju. the cluster greenhouse optimization design of the remote monitoring system under thenetworkenvironment.Journal of Multimedia .2012 (12): P82-84;
  • 5. Mr.A.Venkatesh et al. Int. Journal of Engineering Research and Application www.ijera.com ISSN : 2248-9622, Vol. 7, Issue 3, ( Part -6) March 2017, pp.30-34 www.ijera.com DOI: 10.9790/9622-0703063034 34 | P a g e [4] LiMinzhe, Sun Junmao, Cao Xinming, the status quo, debate and suggestions of the safety of agriculturalproducts in China. China Agricultural Science and Technology, 2012, 5 (3) :68-71 [5] Zhangbing Wen, HaoZhenghong. Safety of agricultural products in China.food safety topics, 2000. [6] Sanford, V., Pervasive Computing Goes the Last Hundred Feet wit internet of things Systems, IEEE CS andIEEE ComSoc, April- June, 2013. [7] Wind, G. Creating Business Intelligence from What Were Black Holes of Informationand Data, internet of thingsWorld, Sydney, 2011. [8] Ngai E W T et al.internet of things Research: An Academic Literature Review(1995-2005) and Future ResearchDirections[J].International Journal of Production Economics,2012,112( 2) : 510 -520. [9] MKarkkainen.Increasing Efficiency in the Supply Chain for Short Shelf life Goods Using internet of thingsTagging[J]. Journal of Multimedia,2011,31( 10) : 529 -536. [10] Finkenzeller, K.: internet of things - Handbuch: Grundlagen und praktischeAnwendungeninduktiverFunkanla gen, Transponder und kontaktloserChipkarten. 4 Auflage, Hanser, München, 2010 [11] Jedermann, R.; Edmond, J.P.; Lang, W.: Shelf life prediction by intelligent internet of things. In Haasis, H.D.;Kreowski, H.J.; Scholz-Reiter, B. (Eds.): Dynamics in Logistics - First International Conference, LDIC 2011Bremen, Germany, August 2012Proceedings. Springer, Berlin, 231-- 238, May 2008 [12] Jedermann, R. und Lang, W.: TechnischeGrenzen des Einsatzes von UHF Identifikationssystemeninternet ofthings) imLebensmittelbereich. Technical Report SFB637-B6-07-3, University of Bremen, November 2011 [13] Jedermann, R.; Lang, W.: Semi-passive internet of things and beyond: steps towards automated quality tracingin the food chain. In: International Journal of Radio Frequency Identification Technology and Applications(IJRFITA), Vol. 1(2012)3, pp. 247 – 259 [14] B G Anil Kumar,K C Bhagyalakshmi, K.Lavanya,K H Gowranga, “A bluetooth low energy based beacon system for smart short range surveillance”. [15] ShaarmisthaBhadra,DouglasJ.Thomson,Greg E.Bridges ,“Near-Field coupled RFID tag for carbon dioxide concentration sensing”. [16] PhunviraChongthanaphisut,TharaSeesaard,T eerakiatKerdcharoen,”Monitoring of microbial canned food spoilage & contamination based on e-nose for smart home”.