SlideShare a Scribd company logo
1 of 5
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3161
Smart Health Monitoring Device
Charanya K Rao1, Nithyashree R 2, Nagashree R Nadig3, Sushma T4
1,2,3 Student, Department of Electronics and Instrumentation Engineering, DSCE, Karnataka, India
4Professor, Department of Electronics and Instrumentation Engineering, DSCE, Karnataka, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - This paper is based on a project that aims to
integrate the monitoring of important health parameters like
body temperature, heart rate, and oxygen level in the human
body. The project includes the MAX30102 oxygen level and
heart-rate sensor, and a temperature sensor. The
microcontroller Arduino Lilypad is used to integrate the data
collected from the sensors into the monitoring device. This
device will allow a person to measure their Mean Arterial
Pressure (MAP) in about one minute, oxygen levels up to 100,
and the precise body temperature. With the onset of a global
pandemic, humanity has realized the need to monitor these
parameters in order to ensure an efficient diagnosis of SARS
Covid-19 Virus, as well as any underlying disease in the body.
The working prototype of this projectisaimedtobeintegrated
with a Machine Learning algorithm that enables the
monitoring of these parameters;alongwith theopportunity to
analyze real-time data in order to diagnose an underlying
condition. The instrumentation in the bio-medical industry
already has devices that monitor these parameters
individually, but this project aims to amalgamate them into a
single device for ease of use and systematic data storage. This
paper discusses major aspects of the project like objectives,
methodology, circuit diagram, social relevance, and scope for
development.
Key Words: Health monitoring device, Instrumentation,
Data Storage, Body Temperature, Oxygen Saturation
1. INTRODUCTION
Fever is one of the first reactions of the human body to an
infection and is a common symptom of illnesses like
influenza and COVID-19. Part of the human brain called the
hypothalamus constantly adjusts the body temperature in
order to maintain a suitable environment for the body to
carry out its functions effectively. A fever is produced when
the hypothalamus receives a signal fromtheimmunesystem
directing it to raise body temperature in reaction to the
presence of an unwanted foreign particle in the body. This
creates a heated, hostile environmentthatweakensthevirus
and triggers an immunological response.
A temperature greater than 100°F can indicatethatthebody
is fighting an infection. By regularly monitoring body
temperature and analyzing the normal range for an
individual, subtly higher temperatures can be detected
easily.
The normal resting heart rate in an adult ranges from 60 to
100 beats per minute. A lower resting heart rate usually
implies efficient heart functioning and bettercardiovascular
fitness. A well-trained athlete, for instance, might have a
typical resting heart rate of close to 40 beats per minute. A
heart rate that is extremely high or low could point to a
problem even if everyone's typical range varies. A condition
known as tachycardia may be present if the heart rate is
continuously over 100 beats per minute. On the other hand,
Bradycardia, a disorder that affects non-athletic people,
might be indicated by a resting heart rate below60beatsper
minute. Monitoring heartratehelpsdiagnoseanyunderlying
condition in individuals with abnormal readings and helps
take preventive measures before it’s too late.
Oxygen saturation, also known as SpO2, is the ratio of the
amount of oxygen-carrying haemoglobin in the blood to the
amount of haemoglobin that does not carry oxygen. In order
for the body to operate properly, it needs a certain level of
oxygen to be present in the blood. Very dangerous illnesses
like hypoxemia can be caused by extremelylowSpO2values.
As a result of this condition, there is a visible effect on the
skin, known as cyanosis (spots of blue tint) due to the lack of
oxygen in the blood circulating throughout the body. Low
oxygen levels in the blood can develop into hypoxia (low
oxygen levels in the tissue), which can worsen the condition
of organs connected to the tissue. When a person has a
condition that lowers blood oxygen levels, such as a heart
attack, heart failure, COPD, anaemia, lung cancer, asthma, or
pneumonia, monitoring SpO2levelsisessential todetermine
their heart health as well as overall health.
A health monitoring such as the one proposed in this paper
is required in order to track these vital health parameters
from time to time. This real-time approach towards
monitoring has the potential to eliminate occurrences of
emergency and unforeseen casualties among the young and
old alike.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3162
2. LITERATURE SURVEY
Table -1: Literature Survey: Key Findings
Author/Topic/Publisher/Year Key Findings
SHATHIYS, L VERAVIJAYAN
Heartbeat and Temperature
Sensor Using Arduino (Heart
Rate Monitor) & Internet of
Things
Politenik
The heartbeat sensor
was initially designed to
measure internal
temperature and
heartbeatofhumanbody
which is highly relatedto
heart stroke and heart
attack cases. The most
serious form of heat
injury is heatstroke and
it can occur if the body
temperature rises to104
F or higher.[4]
Mr. Amar Saraswat
Sensing Heartbeat and Body
Temperature Digitally Using
Arduino
SCOPES
2016
An embedded system
which can measure the
heart rate and body
temperature and store
the data for the doctor
to know the condition
of the patient can help
for this purpose.[5]
Vikram Singh R. Parihar
Heartbeat and Temperature
Monitoring System for Remote
Patients Using Arduino
IJAERS
2017
The temperature sensor
produces analog output
voltage which is
proportional to the
temperature. The
temperature sensor
required analog to
digital converter (ADC)
so that the analog output
voltage can be converted
to digital form.[6]
Samik Basu, Sinjoy Saha,
Soumya Pandit and Soma
Barman
Smart Health Monitoring
System
for Temperature,BloodOxygen
Saturation, and Heart Rate
Sensing
with Embedded Processing
and Transmission Using IoT
Platform
2020
MAX3010x family
sensors are used to
measure both blood
oxygen saturation and
heart rate in comparison
to the previously
selected sensor which
measures only the heart
rate.[7]
Real-time pulse oximetry
extraction using a lightweight
algorithm and a task pipeline
scheme
John Vourvoulakis, Leonardos
Bilalis
IEEE
2021
The
photoplethysmographic
signal (PPG) is used to
estimate SpO2 and HR. It
indicates the light
absorption of
oxygenated and
deoxygenated
hemoglobin at a certain
wavelength. Red and IR
wavelengths are often
used to extract PPG
signals. Subsequently,
various algorithms can
be applied to the PPG
signals in order to obtain
SpO2 and HR.[8]
Design and Implementation of
an SPO2 Based Sensor for Heart
Monitoring Using an Android
Application
Radwa Sameh, M Genedy
2020
The pulse oximeter’s
measurementsarebased
on the PPG signal
acquired. PPG is a non-
invasive measurement
technique which uses a
light source and a light
detector to measure the
variation in the volume
of blood flowing to and
from the given region. [9]
3. SOCIAL RELEVANCE
With the onset of new viral diseases and deteriorating
human immunity, monitoring of vital health parameters
becomes all the more important.Annual healthcheck-upsdo
not suffice anymore, and day-to-day updates on these
parameters are becoming more important than ever before.
Integration of this project with MachineLearning will enable
regular monitoring of patients’ parameters.
The real-time data from this device can be used by medical
professionals for easier diagnosis of chronic diseases based
on the patient’s medical history. Studying these parameters
and the response of the body to a change in them helps
scientists and researchers understand the connection
between these health parameters and complications of
infectious diseases like Covid-19 better with time.
Integration of the prototype with IoT is aimed at providing
alert signals on gadgets via e-mail/messaging notifications.
When fully developed, this device can also be used
effectively in hospitals/dispensaries. The Arduino Lilypad
Microcontroller can be easily sewn into clothes. Due to its
size and portability, the prototype can be easily used by
individuals regularly.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3163
4. METHODOLOGY
When the microcontroller is turned on, the circuit begins
to read the heart rate, SpO2, and ambient temperature from
the LM-35 temperature sensor and the MAX30102 sensor.
The IR LED of the pulse sensor glows whenever a pulse is
found. The phototransistor detects the flash of the IR LEDs
and modifies the resistance. An interrupt of 2millisecondsis
established to count the beats per minute (BPM). For
wireless connection, the HC05Bluetoothmoduleisincluded.
The gadget attached to it receives the data from the sensors
and transmits it to the microcontroller Arduino Lilypad,
which stores the information.Additionally,thecollecteddata
is transferred to the server where it will be kept and trends
will be analysed to help with disease diagnosis or just to
keep track of various health markers.
4.1 HC05 Bluetooth Module:
The HC-05 Bluetooth module was created for wireless
communication. Both master and slave configurations are
compatible with the module. It can operate upto100 metres
distance. However, this is dependent on the geographic,
atmospheric, and other environmental factors,aswell asthe
transmitter and receiver calibrations.
The IEEE 802.15.1 defined protocol is used by the HC-05
Bluetooth module to enable users to create wireless
Personal Area Networks. For the purpose of transmitting
data over the air, it uses radio technology known as
frequency-hopping spread spectrum (FSSH). To
communicate with other devices, it uses serial
communication. USART is used for communication with the
microcontroller.
Fig -1: Pin Diagram for HC05 Bluetooth Module
4.2 HC05 Bluetooth Module:
Lilypad is a member of the Arduino family of boardsandwas
created specifically for wearable applications. The Lilypad
Arduinomicrocontrollerrunsonrechargeablebatteries. This
makes it possible to connect sensors and actuators
effectively for simple incorporation into clothing and
materials.
Fig -2: Pin Diagram for Arduino Lilypad Microcontroller
4.3 MAX30102 Sensor:
A heart-rate monitor module and a pulse oximetry sensor
are combined in the MAX30102. To facilitate the rejection of
ambient light, it has internal LEDs, optical components
photodetectors, and low-noise electronics. To simplify the
design-in process for wearable devices, the MAX30102
sensor offers a full system solution. It runs on a single 1.8V
power source and the inside LEDsarepoweredbya separate
3.3V power source. A common I2C-compatible interface is
used for communication. Software-based module shutdown
requires zero standby current, allowing the power rails to
run continuously.
Fig -3: Pin Diagram of MAX30102 Sensor
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3164
Fig -4: Block Diagram of the Prototype
Fig -5: Project Circuit Diagram
5. RESULTS AND CONCLUSIONS
The following results were obtained by powering the
prototype. The parameter readings are in the order of Heart
Rate, Oxygen Level, and Body Temperature. The following
are readings obtained on the serial monitor in Arduino IDE.
When the prototype is integrated with LCD output, results
can be obtained on the same.
Fig -6: Serial Monitor Output (Heart-rate, Oxygen Level
and Temperature readings)
When developed into a device that can be sewed into an
individual’s clothes or developed into a wearable watch, the
device outputs more accurate values that can be monitored
from time to time due to its close proximity with the
individual’s body. Integration of the project with Machine
Learning Algorithm opens up a wide range of applications
for the prototype, for both professional and personal use.
The objectives of the project are thus achieved, with
enormous scope for development of the project into a real-
time working model that can be used in themedical industry
to ease the monitoring of these vital parameters by medical
professionals.
ACKNOWLEDGEMENT (Optional)
We would like to take this opportunity to thank the
Electronics and Instrumentation Department of Dayananda
Sagar College of Engineering for having provided us the
opportunity to carry out this project.
We would like to show our gratitude to Dr. Rajashekar JS
(HOD, Department of EIE, DSCE) for their constant support
throughout the course of the project and research for the
manuscript.
We thank Professor T Sushma (Professor, Department of
EIE, DSCE) for her for sharing their pearls of wisdom and
guidance throughout the project.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3165
We would also like to thank Dr. Krushnasamy
Subramanian (Associate Professor, Department of EIE,
DSCE) for coordinating the project and encouraging us to
publish the paper.
REFERENCES
[1] https://microcontrollerslab.com/hc-05-bluetooth-
module-pinout-examples-arduino-applications/
[2] https://nerdytechy.com/arduino-lilypad-pinout-and-
guide/
[3] https://devzone.nordicsemi.com/f/nordic-q-
a/62193/max30102-heart-rate-module-connected-to-
nrf52-dk
[4] http://repository.psa.edu.my/bitstream/123456789/2
144/1/HEARTBEAT%20AND%20TEMPERATURE%20S
ENSOR%20MONITOR%20VIA%20MOBILE%20PHONE
%20DJK5C%20SATIHYS.pdf
[5] https://www.scribd.com/document/451467243/Sensi
ng-Heart-beat-and-Body-Temperature-Digitally-docx
[6] https://www.researchgate.net/publication/317117507
_Heartbeat_and_Temperature_Monitoring_System_for_R
emote_Patients_using_Arduino
[7] https://research.caluniv.ac.in/publication/smart-
health-monitoring-system-for-temperature-blood-
oxygen
[8] https://ieeexplore.ieee.org/document/9493400
[9] https://iopscience.iop.org/article/10.1088/1742-
6596/1447/1/012004

More Related Content

Similar to Smart Health Monitoring Device

IRJET- Intelligent Health Monitoring System using NRF
IRJET- Intelligent Health Monitoring System using NRFIRJET- Intelligent Health Monitoring System using NRF
IRJET- Intelligent Health Monitoring System using NRFIRJET Journal
 
IRJET- Iot Based Measurement of Body Temperature using Max30205
IRJET-  	  Iot Based Measurement of Body Temperature using Max30205IRJET-  	  Iot Based Measurement of Body Temperature using Max30205
IRJET- Iot Based Measurement of Body Temperature using Max30205IRJET Journal
 
An Integrated Approach of Blood Pressure and Heart Rate Measurement Systems
An Integrated Approach of Blood Pressure and Heart Rate Measurement SystemsAn Integrated Approach of Blood Pressure and Heart Rate Measurement Systems
An Integrated Approach of Blood Pressure and Heart Rate Measurement SystemsIRJET Journal
 
IRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring SystemIRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring SystemIRJET Journal
 
An IoT Based Patient Health Monitoring System Using Arduino Uno
An IoT Based Patient Health Monitoring System Using Arduino UnoAn IoT Based Patient Health Monitoring System Using Arduino Uno
An IoT Based Patient Health Monitoring System Using Arduino UnoLeonard Goudy
 
IRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can ProtocolIRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can ProtocolIRJET Journal
 
IRJET - Smart Health Band with Alert System
IRJET -  	  Smart Health Band with Alert SystemIRJET -  	  Smart Health Band with Alert System
IRJET - Smart Health Band with Alert SystemIRJET Journal
 
IRJET- Design and Implementation of Health Monitoring System
IRJET-  	  Design and Implementation of Health Monitoring SystemIRJET-  	  Design and Implementation of Health Monitoring System
IRJET- Design and Implementation of Health Monitoring SystemIRJET Journal
 
Intelligent Healthcare Monitoring in IoT
Intelligent Healthcare Monitoring in IoTIntelligent Healthcare Monitoring in IoT
Intelligent Healthcare Monitoring in IoTIJAEMSJORNAL
 
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
 
A Review of Physiological Parameters Monitoring Systems
A Review of Physiological Parameters Monitoring SystemsA Review of Physiological Parameters Monitoring Systems
A Review of Physiological Parameters Monitoring SystemsIRJET Journal
 
Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...
Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...
Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...IRJET Journal
 
IRJET- An IoT Driven Healthcare System for Remote Monitoring
IRJET- An IoT Driven Healthcare System for Remote MonitoringIRJET- An IoT Driven Healthcare System for Remote Monitoring
IRJET- An IoT Driven Healthcare System for Remote MonitoringIRJET Journal
 
Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...
Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...
Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...ijtsrd
 
IRJET- Detection of Asthma and Diabetes from Patient Breath
IRJET- Detection of Asthma and Diabetes from Patient BreathIRJET- Detection of Asthma and Diabetes from Patient Breath
IRJET- Detection of Asthma and Diabetes from Patient BreathIRJET Journal
 
An Implementation of Embedded System in Patient Monitoring System
An Implementation of Embedded System in Patient Monitoring SystemAn Implementation of Embedded System in Patient Monitoring System
An Implementation of Embedded System in Patient Monitoring Systemijsrd.com
 
An Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDL
An Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDLAn Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDL
An Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDLijsrd.com
 
Portable Real Time Cardiac Activity Monitoring System
Portable  Real Time Cardiac Activity Monitoring SystemPortable  Real Time Cardiac Activity Monitoring System
Portable Real Time Cardiac Activity Monitoring SystemIRJET Journal
 
IRJET- An Efficient Health Care System for Human Anatomy using IoT
IRJET- An Efficient Health Care System for Human Anatomy using IoTIRJET- An Efficient Health Care System for Human Anatomy using IoT
IRJET- An Efficient Health Care System for Human Anatomy using IoTIRJET Journal
 

Similar to Smart Health Monitoring Device (20)

IRJET- Intelligent Health Monitoring System using NRF
IRJET- Intelligent Health Monitoring System using NRFIRJET- Intelligent Health Monitoring System using NRF
IRJET- Intelligent Health Monitoring System using NRF
 
IRJET- Iot Based Measurement of Body Temperature using Max30205
IRJET-  	  Iot Based Measurement of Body Temperature using Max30205IRJET-  	  Iot Based Measurement of Body Temperature using Max30205
IRJET- Iot Based Measurement of Body Temperature using Max30205
 
An Integrated Approach of Blood Pressure and Heart Rate Measurement Systems
An Integrated Approach of Blood Pressure and Heart Rate Measurement SystemsAn Integrated Approach of Blood Pressure and Heart Rate Measurement Systems
An Integrated Approach of Blood Pressure and Heart Rate Measurement Systems
 
Irjet v7 i31040
Irjet v7 i31040Irjet v7 i31040
Irjet v7 i31040
 
IRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring SystemIRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring System
 
An IoT Based Patient Health Monitoring System Using Arduino Uno
An IoT Based Patient Health Monitoring System Using Arduino UnoAn IoT Based Patient Health Monitoring System Using Arduino Uno
An IoT Based Patient Health Monitoring System Using Arduino Uno
 
IRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can ProtocolIRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can Protocol
 
IRJET - Smart Health Band with Alert System
IRJET -  	  Smart Health Band with Alert SystemIRJET -  	  Smart Health Band with Alert System
IRJET - Smart Health Band with Alert System
 
IRJET- Design and Implementation of Health Monitoring System
IRJET-  	  Design and Implementation of Health Monitoring SystemIRJET-  	  Design and Implementation of Health Monitoring System
IRJET- Design and Implementation of Health Monitoring System
 
Intelligent Healthcare Monitoring in IoT
Intelligent Healthcare Monitoring in IoTIntelligent Healthcare Monitoring in IoT
Intelligent Healthcare Monitoring in IoT
 
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
 
A Review of Physiological Parameters Monitoring Systems
A Review of Physiological Parameters Monitoring SystemsA Review of Physiological Parameters Monitoring Systems
A Review of Physiological Parameters Monitoring Systems
 
Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...
Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...
Survey on IoT Based Health Monitoring System: “IoT Based Biomedical Instrumen...
 
IRJET- An IoT Driven Healthcare System for Remote Monitoring
IRJET- An IoT Driven Healthcare System for Remote MonitoringIRJET- An IoT Driven Healthcare System for Remote Monitoring
IRJET- An IoT Driven Healthcare System for Remote Monitoring
 
Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...
Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...
Internet of Things IoT Based Healthcare Monitoring System using NodeMCU and A...
 
IRJET- Detection of Asthma and Diabetes from Patient Breath
IRJET- Detection of Asthma and Diabetes from Patient BreathIRJET- Detection of Asthma and Diabetes from Patient Breath
IRJET- Detection of Asthma and Diabetes from Patient Breath
 
An Implementation of Embedded System in Patient Monitoring System
An Implementation of Embedded System in Patient Monitoring SystemAn Implementation of Embedded System in Patient Monitoring System
An Implementation of Embedded System in Patient Monitoring System
 
An Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDL
An Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDLAn Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDL
An Efficient Design and FPGA Implementation of JPEG Encoder using Verilog HDL
 
Portable Real Time Cardiac Activity Monitoring System
Portable  Real Time Cardiac Activity Monitoring SystemPortable  Real Time Cardiac Activity Monitoring System
Portable Real Time Cardiac Activity Monitoring System
 
IRJET- An Efficient Health Care System for Human Anatomy using IoT
IRJET- An Efficient Health Care System for Human Anatomy using IoTIRJET- An Efficient Health Care System for Human Anatomy using IoT
IRJET- An Efficient Health Care System for Human Anatomy using IoT
 

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

Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
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
 
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
 
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
 
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
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
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
 
(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
 
(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
 
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
 
(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
 
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
 

Recently uploaded (20)

Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
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, ...
 
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)
 
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 )
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
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...
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
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
 
(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 ] ...
 
(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...
 
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
 
★ 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
 
(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...
 
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🔝
 

Smart Health Monitoring Device

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3161 Smart Health Monitoring Device Charanya K Rao1, Nithyashree R 2, Nagashree R Nadig3, Sushma T4 1,2,3 Student, Department of Electronics and Instrumentation Engineering, DSCE, Karnataka, India 4Professor, Department of Electronics and Instrumentation Engineering, DSCE, Karnataka, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - This paper is based on a project that aims to integrate the monitoring of important health parameters like body temperature, heart rate, and oxygen level in the human body. The project includes the MAX30102 oxygen level and heart-rate sensor, and a temperature sensor. The microcontroller Arduino Lilypad is used to integrate the data collected from the sensors into the monitoring device. This device will allow a person to measure their Mean Arterial Pressure (MAP) in about one minute, oxygen levels up to 100, and the precise body temperature. With the onset of a global pandemic, humanity has realized the need to monitor these parameters in order to ensure an efficient diagnosis of SARS Covid-19 Virus, as well as any underlying disease in the body. The working prototype of this projectisaimedtobeintegrated with a Machine Learning algorithm that enables the monitoring of these parameters;alongwith theopportunity to analyze real-time data in order to diagnose an underlying condition. The instrumentation in the bio-medical industry already has devices that monitor these parameters individually, but this project aims to amalgamate them into a single device for ease of use and systematic data storage. This paper discusses major aspects of the project like objectives, methodology, circuit diagram, social relevance, and scope for development. Key Words: Health monitoring device, Instrumentation, Data Storage, Body Temperature, Oxygen Saturation 1. INTRODUCTION Fever is one of the first reactions of the human body to an infection and is a common symptom of illnesses like influenza and COVID-19. Part of the human brain called the hypothalamus constantly adjusts the body temperature in order to maintain a suitable environment for the body to carry out its functions effectively. A fever is produced when the hypothalamus receives a signal fromtheimmunesystem directing it to raise body temperature in reaction to the presence of an unwanted foreign particle in the body. This creates a heated, hostile environmentthatweakensthevirus and triggers an immunological response. A temperature greater than 100°F can indicatethatthebody is fighting an infection. By regularly monitoring body temperature and analyzing the normal range for an individual, subtly higher temperatures can be detected easily. The normal resting heart rate in an adult ranges from 60 to 100 beats per minute. A lower resting heart rate usually implies efficient heart functioning and bettercardiovascular fitness. A well-trained athlete, for instance, might have a typical resting heart rate of close to 40 beats per minute. A heart rate that is extremely high or low could point to a problem even if everyone's typical range varies. A condition known as tachycardia may be present if the heart rate is continuously over 100 beats per minute. On the other hand, Bradycardia, a disorder that affects non-athletic people, might be indicated by a resting heart rate below60beatsper minute. Monitoring heartratehelpsdiagnoseanyunderlying condition in individuals with abnormal readings and helps take preventive measures before it’s too late. Oxygen saturation, also known as SpO2, is the ratio of the amount of oxygen-carrying haemoglobin in the blood to the amount of haemoglobin that does not carry oxygen. In order for the body to operate properly, it needs a certain level of oxygen to be present in the blood. Very dangerous illnesses like hypoxemia can be caused by extremelylowSpO2values. As a result of this condition, there is a visible effect on the skin, known as cyanosis (spots of blue tint) due to the lack of oxygen in the blood circulating throughout the body. Low oxygen levels in the blood can develop into hypoxia (low oxygen levels in the tissue), which can worsen the condition of organs connected to the tissue. When a person has a condition that lowers blood oxygen levels, such as a heart attack, heart failure, COPD, anaemia, lung cancer, asthma, or pneumonia, monitoring SpO2levelsisessential todetermine their heart health as well as overall health. A health monitoring such as the one proposed in this paper is required in order to track these vital health parameters from time to time. This real-time approach towards monitoring has the potential to eliminate occurrences of emergency and unforeseen casualties among the young and old alike.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3162 2. LITERATURE SURVEY Table -1: Literature Survey: Key Findings Author/Topic/Publisher/Year Key Findings SHATHIYS, L VERAVIJAYAN Heartbeat and Temperature Sensor Using Arduino (Heart Rate Monitor) & Internet of Things Politenik The heartbeat sensor was initially designed to measure internal temperature and heartbeatofhumanbody which is highly relatedto heart stroke and heart attack cases. The most serious form of heat injury is heatstroke and it can occur if the body temperature rises to104 F or higher.[4] Mr. Amar Saraswat Sensing Heartbeat and Body Temperature Digitally Using Arduino SCOPES 2016 An embedded system which can measure the heart rate and body temperature and store the data for the doctor to know the condition of the patient can help for this purpose.[5] Vikram Singh R. Parihar Heartbeat and Temperature Monitoring System for Remote Patients Using Arduino IJAERS 2017 The temperature sensor produces analog output voltage which is proportional to the temperature. The temperature sensor required analog to digital converter (ADC) so that the analog output voltage can be converted to digital form.[6] Samik Basu, Sinjoy Saha, Soumya Pandit and Soma Barman Smart Health Monitoring System for Temperature,BloodOxygen Saturation, and Heart Rate Sensing with Embedded Processing and Transmission Using IoT Platform 2020 MAX3010x family sensors are used to measure both blood oxygen saturation and heart rate in comparison to the previously selected sensor which measures only the heart rate.[7] Real-time pulse oximetry extraction using a lightweight algorithm and a task pipeline scheme John Vourvoulakis, Leonardos Bilalis IEEE 2021 The photoplethysmographic signal (PPG) is used to estimate SpO2 and HR. It indicates the light absorption of oxygenated and deoxygenated hemoglobin at a certain wavelength. Red and IR wavelengths are often used to extract PPG signals. Subsequently, various algorithms can be applied to the PPG signals in order to obtain SpO2 and HR.[8] Design and Implementation of an SPO2 Based Sensor for Heart Monitoring Using an Android Application Radwa Sameh, M Genedy 2020 The pulse oximeter’s measurementsarebased on the PPG signal acquired. PPG is a non- invasive measurement technique which uses a light source and a light detector to measure the variation in the volume of blood flowing to and from the given region. [9] 3. SOCIAL RELEVANCE With the onset of new viral diseases and deteriorating human immunity, monitoring of vital health parameters becomes all the more important.Annual healthcheck-upsdo not suffice anymore, and day-to-day updates on these parameters are becoming more important than ever before. Integration of this project with MachineLearning will enable regular monitoring of patients’ parameters. The real-time data from this device can be used by medical professionals for easier diagnosis of chronic diseases based on the patient’s medical history. Studying these parameters and the response of the body to a change in them helps scientists and researchers understand the connection between these health parameters and complications of infectious diseases like Covid-19 better with time. Integration of the prototype with IoT is aimed at providing alert signals on gadgets via e-mail/messaging notifications. When fully developed, this device can also be used effectively in hospitals/dispensaries. The Arduino Lilypad Microcontroller can be easily sewn into clothes. Due to its size and portability, the prototype can be easily used by individuals regularly.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3163 4. METHODOLOGY When the microcontroller is turned on, the circuit begins to read the heart rate, SpO2, and ambient temperature from the LM-35 temperature sensor and the MAX30102 sensor. The IR LED of the pulse sensor glows whenever a pulse is found. The phototransistor detects the flash of the IR LEDs and modifies the resistance. An interrupt of 2millisecondsis established to count the beats per minute (BPM). For wireless connection, the HC05Bluetoothmoduleisincluded. The gadget attached to it receives the data from the sensors and transmits it to the microcontroller Arduino Lilypad, which stores the information.Additionally,thecollecteddata is transferred to the server where it will be kept and trends will be analysed to help with disease diagnosis or just to keep track of various health markers. 4.1 HC05 Bluetooth Module: The HC-05 Bluetooth module was created for wireless communication. Both master and slave configurations are compatible with the module. It can operate upto100 metres distance. However, this is dependent on the geographic, atmospheric, and other environmental factors,aswell asthe transmitter and receiver calibrations. The IEEE 802.15.1 defined protocol is used by the HC-05 Bluetooth module to enable users to create wireless Personal Area Networks. For the purpose of transmitting data over the air, it uses radio technology known as frequency-hopping spread spectrum (FSSH). To communicate with other devices, it uses serial communication. USART is used for communication with the microcontroller. Fig -1: Pin Diagram for HC05 Bluetooth Module 4.2 HC05 Bluetooth Module: Lilypad is a member of the Arduino family of boardsandwas created specifically for wearable applications. The Lilypad Arduinomicrocontrollerrunsonrechargeablebatteries. This makes it possible to connect sensors and actuators effectively for simple incorporation into clothing and materials. Fig -2: Pin Diagram for Arduino Lilypad Microcontroller 4.3 MAX30102 Sensor: A heart-rate monitor module and a pulse oximetry sensor are combined in the MAX30102. To facilitate the rejection of ambient light, it has internal LEDs, optical components photodetectors, and low-noise electronics. To simplify the design-in process for wearable devices, the MAX30102 sensor offers a full system solution. It runs on a single 1.8V power source and the inside LEDsarepoweredbya separate 3.3V power source. A common I2C-compatible interface is used for communication. Software-based module shutdown requires zero standby current, allowing the power rails to run continuously. Fig -3: Pin Diagram of MAX30102 Sensor
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3164 Fig -4: Block Diagram of the Prototype Fig -5: Project Circuit Diagram 5. RESULTS AND CONCLUSIONS The following results were obtained by powering the prototype. The parameter readings are in the order of Heart Rate, Oxygen Level, and Body Temperature. The following are readings obtained on the serial monitor in Arduino IDE. When the prototype is integrated with LCD output, results can be obtained on the same. Fig -6: Serial Monitor Output (Heart-rate, Oxygen Level and Temperature readings) When developed into a device that can be sewed into an individual’s clothes or developed into a wearable watch, the device outputs more accurate values that can be monitored from time to time due to its close proximity with the individual’s body. Integration of the project with Machine Learning Algorithm opens up a wide range of applications for the prototype, for both professional and personal use. The objectives of the project are thus achieved, with enormous scope for development of the project into a real- time working model that can be used in themedical industry to ease the monitoring of these vital parameters by medical professionals. ACKNOWLEDGEMENT (Optional) We would like to take this opportunity to thank the Electronics and Instrumentation Department of Dayananda Sagar College of Engineering for having provided us the opportunity to carry out this project. We would like to show our gratitude to Dr. Rajashekar JS (HOD, Department of EIE, DSCE) for their constant support throughout the course of the project and research for the manuscript. We thank Professor T Sushma (Professor, Department of EIE, DSCE) for her for sharing their pearls of wisdom and guidance throughout the project.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3165 We would also like to thank Dr. Krushnasamy Subramanian (Associate Professor, Department of EIE, DSCE) for coordinating the project and encouraging us to publish the paper. REFERENCES [1] https://microcontrollerslab.com/hc-05-bluetooth- module-pinout-examples-arduino-applications/ [2] https://nerdytechy.com/arduino-lilypad-pinout-and- guide/ [3] https://devzone.nordicsemi.com/f/nordic-q- a/62193/max30102-heart-rate-module-connected-to- nrf52-dk [4] http://repository.psa.edu.my/bitstream/123456789/2 144/1/HEARTBEAT%20AND%20TEMPERATURE%20S ENSOR%20MONITOR%20VIA%20MOBILE%20PHONE %20DJK5C%20SATIHYS.pdf [5] https://www.scribd.com/document/451467243/Sensi ng-Heart-beat-and-Body-Temperature-Digitally-docx [6] https://www.researchgate.net/publication/317117507 _Heartbeat_and_Temperature_Monitoring_System_for_R emote_Patients_using_Arduino [7] https://research.caluniv.ac.in/publication/smart- health-monitoring-system-for-temperature-blood- oxygen [8] https://ieeexplore.ieee.org/document/9493400 [9] https://iopscience.iop.org/article/10.1088/1742- 6596/1447/1/012004