SlideShare a Scribd company logo
1 of 6
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3450
Automatic Tablet Dispenser for Patients with Health Monitoring
System
Sharmitha D, Keerthana C, Praveen G, Vijayalakshmi C
Department of Electrical and Electronics Engineering, Kumaraguru College of Technology, Coimbatore, Tamil
Nadu, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - The main theme of this paper is to automate the tablet dispensing process for older and sick patients who can
easily forget their medicine intake or mistakenly take the wrong medicine at the wrong time. This project will ensure the
tablet dispensing process is carried out at the right time whenever it is required and the right tablet is dispensed to the
patients with correct dosage. Additionally the health monitoring system by increasing the scalability with the power of the
internet of things.
Key Words: Internet Of Things,
1. INTRODUCTION TO AUTOMATIC MEDICINE DISPENSER
An automatic medicine dispenser is used usually in the area where the Alzheimer patients need assistance. In this kind of
system the medicine will be automatically dispensed based on the prescribed or preprogrammed interval of time. This
system of medicine dispenser will be more helpful for elder persons and the persons with different disabilities. The main
threat in automatic medicine dispenser is that the medicine will be dispensed only based on the pre programmed interval
of time without being analyzing the current health condition of the patient the medicine will be dispensed. This forms the
major threat for the medicine consuming persons endangering their life when the patient is in really critical condition and
requires the different medication, but the medicine dispense will only dispense the regular routine medicine that too in the
predefined interval of time.
1.1 EXISTING SYSTEM
In the existing system, the pill dispenser is made available for dementia patients and hence the pill will be dispensed
automatically for the patients in the predefined time. In this system of process, there lies the high risk in medical error
since the medicine will be dispensed based on the regular interval of time. In this scenario, the patient health condition is
not monitored and the medicine based on the patient health condition is not implemented.
1.2 PROPOSED SYSTEM
In the proposed system Integration of wireless sensor to measure the patient health periodically/continuously and send
the data to cloud is performed. By using machine learning technique, the commands are sent to the robotic vehicle. The
output of the sensor is communicated to the controller of the robot and is compared with the standard health values, if is
abnormal then the robot provides medicine to the patient. The patient medication details can also be communicated to
family member/doctor when it required emergency. Robotic arm is used to serve the pills.
2.1BLOCK DIAGRAM
In our project we have used NODE MCU which is the evolved IoT development board from the raw ESP8266 WIFI core
chip. In this module the programming of ESP8266 is made possible without any additional external components. It has in
build USB to Serially controller CH340G which supports to retrieve data from ESP8266 serially and hence it forms easy to
view the data thus obtained from sensors. The power supply to the NODEMCU can be powered externally through VIN and
GND pin or through the UNIVERSAL USB pin.
The sensors like PULSE sensor and temperature sensor is connected to the NODE MCU GPIO pin and ADC pins
respectively. The data achieved from the pulse sensor is digital data and hence thus obtained data can read by the digital
pin itself. The pulse sensor consists of one optical transmitter and one optical receiver in which the patient finger is kept.
Once the patient keeps the finger in the sensor, based on the blood stream that passes through the finger, the pulse sensor
gives the pulsated output which is further processed by the NODE MCU and pulse obtained from the patient body is
calculated and displayed as a pulse/min.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3451
The temperature sensor LM35 is connected to the A0 pin of NODE MCU which is the only one analog pin available
in the NODE MCU. The temperature sensor used here in our project is capable of monitoring the temperature from -55
degree centigrade to 150 degree centigrade. Additionally the main choice of us to choose this type of sensor is it draws
only 60 microampere for its operation and hence it produces very less heat dissipation. Finally thus obtained data from
heartbeat sensor and temperature sensor is transferred to the THINKSPEAK cloud platform with the help of NODE MCU
through the preconfigured SSID and PASSWORD. THINKSPEAK server we have chosen in our project mainly because of its
reliability, scalability and it is an open source platform that can be accessed from anywhere in the world.
Figure 1: Data Acquisition
Figure 2: Machine using KNN
The second stage of our project is decision making process. Since the sensor data is made available in the cloud
platform, it can be monitored, manipulated and visualized through the graphical representation with live time stamp. The
machine learning algorithm is used in our project to classify and make decision when the patient has to treat with the
appropriate tablet based on their health condition and the data is transferred to the robotic arm vehicle.
The third stage of our project is nothing but data retrieving from cloud storage with the help of NODE MCU and
hence with the help of acquired data from the cloud platform, desired decision of tablet dispensing is made possible. Once
the decision is finally made, the servo motors that has been connected to the PWM pins of NODE MCU unit is activated to
dispense the tablet.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3452
Figure 3: Robotic ARM Control System
2.2 DESIGN METHODOLOGY
Figure 4: Circuit Diagram
The above design describes the entire circuit diagram of this project โ€œAutomatic Tablet Dispenser for Patients
with Health Monitoring Systemโ€. As shown in the above figure, the circuit diagram is classified into transmission and
reception side. In the transmission side, the temperature sensor and the pulse sensor is connected to the NODE MCU and
hence the data acquired from the sensor is sent to the cloud platform. And hence from the reception side thus acquired
data from the cloud platform is decoded and based on the decision made by the machine learning algorithm in Python the
appropriate tablet is dispensed to the patient with the help of three servo motors used to control the robotic arm. The H-
Bridge motor driver is used in this project in order to move the robotic ARM vehicle from one place to another. H-Bridge
driver is made with the help of L293D motor driver which can be able to rotate the geared DC motor of the robotic vehicle
clockwise and anti-clock wise based on the input pulse given to the motor driver. One of the unique feature of this driver is
breaking operation. Once the input terminal of the motor terminal is idle i.e - 0,0 or 1,1 the breaking pulse is applied to the
motor preventing the robot from sliding even in the slanting surface.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3453
2.3 FLOW CHART
Figure 5: Flow Chart
As shown in the above figure the system gets initialized and it is described in the start block. The diamond block
followed by the start block is used to check vital parameters of the patient and once the data acquired thus acquired data is
sent to the cloud server. If the data is not acquired, the system will wait for the data until the data receives. Thus the data
made available in the cloud server is retrieved and processed through machine learning algorithm and the result is
processed which is represented by the diamond box. If the result is normal, the overall process comes to end and it is
represented by the end terminal block. Once the result is found to be abnormal, the signal is sent to the robot and it is
represented by the process box of flowchart, further robot will provide appropriate medicine to the patient and the
process is finally terminated.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3454
2.4 SIMULATION RESULTS
Figure 6: Simulation Result 1 Figure 7: Simulation Result 2
The above figure(fig 6) represents the output data of the sensor from the patient body which has been displayed in the
live web server. The above figure(fig 7) represents live temperature data logged to the web server which is showing the
temperature value as 28 degree Celsius and along with that data date and time is displayed in the web server.
Figure 8: Simulation Result 3
The above figure represents live heartbeat data logged to the web server which is showing the heartbeat value
above 15 along with that data date and time is displayed in the web server.
3. CONCLUSIONS
Thus by the help of our project, the patient vital parameter like heartbeat and temperature is continually monitored in
the cloud platform and hence the patient health is analyzed through KNN machine learning algorithm and overall tablet
dispensing process for the needy patient is fully automated and the desired tablet is dispensed to the patient whenever it
is required by the patient automatically with the help of robotic arm. This system also prevents the manual tablet errors
since entire process is carried out by the predefined set of instructions..
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3455
REFERENCES
[1] 1. WMHW Kadir, RE Samin, BSK Ibrahim. Internet controlled a robotic arm. Procedia Engineering. 2012.
[2] 2. MAK Yusoff, RE Samin, mobile robotic arm. Procedia Engineering. 2012.
[3] 3. AM Al-Busaidi, Development of an educational environment for online control of a biped robot using MATLAB and
Arduino, (MECHATRONICS), 9th France-Japan.2012.
[4] 4. HS Juang, KY Lurrr. Design and control of a two-wheel self-balancing robot using the Arduino microcontroller board.
Control and Automation (ICCA), 2013.
[5] 5. R Krishna, GS Bala, SS ASC, BBP Sarma. Design and implementation of a robotic arm based on haptic technology. Int.
J. of Eng. Research. 2012.
[6] 6. Electric Electronic Technology-Step and Servo Motors, SVET, 2007.

More Related Content

Similar to Automatic Tablet Dispenser for Patients with Health Monitoring System

Similar to Automatic Tablet Dispenser for Patients with Health Monitoring System (20)

IOT BASED ICU MONITORING SYSTEM
IOT BASED ICU MONITORING SYSTEMIOT BASED ICU MONITORING SYSTEM
IOT BASED ICU MONITORING SYSTEM
ย 
IoT Based Project for Submersible Motor controlling , monitoring, & Updating ...
IoT Based Project for Submersible Motor controlling , monitoring, & Updating ...IoT Based Project for Submersible Motor controlling , monitoring, & Updating ...
IoT Based Project for Submersible Motor controlling , monitoring, & Updating ...
ย 
IRJET - IoT based ICU Patient Monitoring System
IRJET -  	  IoT based ICU Patient Monitoring SystemIRJET -  	  IoT based ICU Patient Monitoring System
IRJET - IoT based ICU Patient Monitoring System
ย 
IRJET- Microcontroller based Anesthesia Injector
IRJET- Microcontroller based Anesthesia InjectorIRJET- Microcontroller based Anesthesia Injector
IRJET- Microcontroller based Anesthesia Injector
ย 
IOT Based Soldier Position Tracking and Health Monitoring System
IOT Based Soldier Position Tracking and Health Monitoring SystemIOT Based Soldier Position Tracking and Health Monitoring System
IOT Based Soldier Position Tracking and Health Monitoring System
ย 
Industrial Mains Power Monitoring and Alert System Over LAN Network
Industrial Mains Power Monitoring and Alert System Over LAN NetworkIndustrial Mains Power Monitoring and Alert System Over LAN Network
Industrial Mains Power Monitoring and Alert System Over LAN Network
ย 
Development of Smart system for Monitoring Windmill
Development of Smart system for Monitoring WindmillDevelopment of Smart system for Monitoring Windmill
Development of Smart system for Monitoring Windmill
ย 
Automatic covid screening and deep learning
Automatic covid screening and deep learningAutomatic covid screening and deep learning
Automatic covid screening and deep learning
ย 
Wireless server for total healthcare system for clients
Wireless server for total healthcare system for clientsWireless server for total healthcare system for clients
Wireless server for total healthcare system for clients
ย 
ealth Monitoring System in Emergency Using IoT: A Review
ealth Monitoring System in Emergency Using IoT: A Reviewealth Monitoring System in Emergency Using IoT: A Review
ealth Monitoring System in Emergency Using IoT: A Review
ย 
IoT-based Solar Energy Monitoring
IoT-based Solar Energy MonitoringIoT-based Solar Energy Monitoring
IoT-based Solar Energy Monitoring
ย 
IRJET - Hybrid Model of Smart Energy Consumption Monitoring System
IRJET - Hybrid Model of Smart Energy Consumption Monitoring SystemIRJET - Hybrid Model of Smart Energy Consumption Monitoring System
IRJET - Hybrid Model of Smart Energy Consumption Monitoring System
ย 
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
ย 
Vibration Analysis for condition Monitoring & Predictive Maintenance using Em...
Vibration Analysis for condition Monitoring & Predictive Maintenance using Em...Vibration Analysis for condition Monitoring & Predictive Maintenance using Em...
Vibration Analysis for condition Monitoring & Predictive Maintenance using Em...
ย 
IRJET - Smart Yoga Instructor
IRJET - Smart Yoga InstructorIRJET - Smart Yoga Instructor
IRJET - Smart Yoga Instructor
ย 
IRJET - Examination Forgery Avoidance System using Image Processing and IoT
IRJET - Examination Forgery Avoidance System using Image Processing and IoTIRJET - Examination Forgery Avoidance System using Image Processing and IoT
IRJET - Examination Forgery Avoidance System using Image Processing and IoT
ย 
IRJET - Medical Analysis using Virtual Reality
IRJET - Medical Analysis using Virtual RealityIRJET - Medical Analysis using Virtual Reality
IRJET - Medical Analysis using Virtual Reality
ย 
IRJET- Building Monitoring using Wireless System
IRJET- Building Monitoring using Wireless SystemIRJET- Building Monitoring using Wireless System
IRJET- Building Monitoring using Wireless System
ย 
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
ย 
Robotic Assembly for Healthcare
Robotic Assembly for HealthcareRobotic Assembly for Healthcare
Robotic Assembly for Healthcare
ย 

More from 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...
ย 
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
ย 
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...
ย 
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
ย 
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...
ย 
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-...
ย 
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...
ย 
A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...
ย 
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
ย 
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,...
ย 
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
ย 
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...
ย 
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
ย 
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
ย 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
ย 
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 ...
ย 
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.
ย 
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...
ย 
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
ย 
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...
ย 

Recently uploaded

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
SUHANI PANDEY
ย 
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak HamilCara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Kandungan 087776558899
ย 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
dharasingh5698
ย 

Recently uploaded (20)

FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
ย 
chapter 5.pptx: drainage and irrigation engineering
chapter 5.pptx: drainage and irrigation engineeringchapter 5.pptx: drainage and irrigation engineering
chapter 5.pptx: drainage and irrigation engineering
ย 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
ย 
Unit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdfUnit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdf
ย 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
ย 
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
ย 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
ย 
Top Rated Pune Call Girls Budhwar Peth โŸŸ 6297143586 โŸŸ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth โŸŸ 6297143586 โŸŸ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth โŸŸ 6297143586 โŸŸ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth โŸŸ 6297143586 โŸŸ Call Me For Genuine Se...
ย 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
ย 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
ย 
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak HamilCara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
ย 
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
ย 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
ย 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
ย 
NFPA 5000 2024 standard .
NFPA 5000 2024 standard                                  .NFPA 5000 2024 standard                                  .
NFPA 5000 2024 standard .
ย 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
ย 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
ย 
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
ย 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
ย 
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
ย 

Automatic Tablet Dispenser for Patients with Health Monitoring System

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3450 Automatic Tablet Dispenser for Patients with Health Monitoring System Sharmitha D, Keerthana C, Praveen G, Vijayalakshmi C Department of Electrical and Electronics Engineering, Kumaraguru College of Technology, Coimbatore, Tamil Nadu, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - The main theme of this paper is to automate the tablet dispensing process for older and sick patients who can easily forget their medicine intake or mistakenly take the wrong medicine at the wrong time. This project will ensure the tablet dispensing process is carried out at the right time whenever it is required and the right tablet is dispensed to the patients with correct dosage. Additionally the health monitoring system by increasing the scalability with the power of the internet of things. Key Words: Internet Of Things, 1. INTRODUCTION TO AUTOMATIC MEDICINE DISPENSER An automatic medicine dispenser is used usually in the area where the Alzheimer patients need assistance. In this kind of system the medicine will be automatically dispensed based on the prescribed or preprogrammed interval of time. This system of medicine dispenser will be more helpful for elder persons and the persons with different disabilities. The main threat in automatic medicine dispenser is that the medicine will be dispensed only based on the pre programmed interval of time without being analyzing the current health condition of the patient the medicine will be dispensed. This forms the major threat for the medicine consuming persons endangering their life when the patient is in really critical condition and requires the different medication, but the medicine dispense will only dispense the regular routine medicine that too in the predefined interval of time. 1.1 EXISTING SYSTEM In the existing system, the pill dispenser is made available for dementia patients and hence the pill will be dispensed automatically for the patients in the predefined time. In this system of process, there lies the high risk in medical error since the medicine will be dispensed based on the regular interval of time. In this scenario, the patient health condition is not monitored and the medicine based on the patient health condition is not implemented. 1.2 PROPOSED SYSTEM In the proposed system Integration of wireless sensor to measure the patient health periodically/continuously and send the data to cloud is performed. By using machine learning technique, the commands are sent to the robotic vehicle. The output of the sensor is communicated to the controller of the robot and is compared with the standard health values, if is abnormal then the robot provides medicine to the patient. The patient medication details can also be communicated to family member/doctor when it required emergency. Robotic arm is used to serve the pills. 2.1BLOCK DIAGRAM In our project we have used NODE MCU which is the evolved IoT development board from the raw ESP8266 WIFI core chip. In this module the programming of ESP8266 is made possible without any additional external components. It has in build USB to Serially controller CH340G which supports to retrieve data from ESP8266 serially and hence it forms easy to view the data thus obtained from sensors. The power supply to the NODEMCU can be powered externally through VIN and GND pin or through the UNIVERSAL USB pin. The sensors like PULSE sensor and temperature sensor is connected to the NODE MCU GPIO pin and ADC pins respectively. The data achieved from the pulse sensor is digital data and hence thus obtained data can read by the digital pin itself. The pulse sensor consists of one optical transmitter and one optical receiver in which the patient finger is kept. Once the patient keeps the finger in the sensor, based on the blood stream that passes through the finger, the pulse sensor gives the pulsated output which is further processed by the NODE MCU and pulse obtained from the patient body is calculated and displayed as a pulse/min.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3451 The temperature sensor LM35 is connected to the A0 pin of NODE MCU which is the only one analog pin available in the NODE MCU. The temperature sensor used here in our project is capable of monitoring the temperature from -55 degree centigrade to 150 degree centigrade. Additionally the main choice of us to choose this type of sensor is it draws only 60 microampere for its operation and hence it produces very less heat dissipation. Finally thus obtained data from heartbeat sensor and temperature sensor is transferred to the THINKSPEAK cloud platform with the help of NODE MCU through the preconfigured SSID and PASSWORD. THINKSPEAK server we have chosen in our project mainly because of its reliability, scalability and it is an open source platform that can be accessed from anywhere in the world. Figure 1: Data Acquisition Figure 2: Machine using KNN The second stage of our project is decision making process. Since the sensor data is made available in the cloud platform, it can be monitored, manipulated and visualized through the graphical representation with live time stamp. The machine learning algorithm is used in our project to classify and make decision when the patient has to treat with the appropriate tablet based on their health condition and the data is transferred to the robotic arm vehicle. The third stage of our project is nothing but data retrieving from cloud storage with the help of NODE MCU and hence with the help of acquired data from the cloud platform, desired decision of tablet dispensing is made possible. Once the decision is finally made, the servo motors that has been connected to the PWM pins of NODE MCU unit is activated to dispense the tablet.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3452 Figure 3: Robotic ARM Control System 2.2 DESIGN METHODOLOGY Figure 4: Circuit Diagram The above design describes the entire circuit diagram of this project โ€œAutomatic Tablet Dispenser for Patients with Health Monitoring Systemโ€. As shown in the above figure, the circuit diagram is classified into transmission and reception side. In the transmission side, the temperature sensor and the pulse sensor is connected to the NODE MCU and hence the data acquired from the sensor is sent to the cloud platform. And hence from the reception side thus acquired data from the cloud platform is decoded and based on the decision made by the machine learning algorithm in Python the appropriate tablet is dispensed to the patient with the help of three servo motors used to control the robotic arm. The H- Bridge motor driver is used in this project in order to move the robotic ARM vehicle from one place to another. H-Bridge driver is made with the help of L293D motor driver which can be able to rotate the geared DC motor of the robotic vehicle clockwise and anti-clock wise based on the input pulse given to the motor driver. One of the unique feature of this driver is breaking operation. Once the input terminal of the motor terminal is idle i.e - 0,0 or 1,1 the breaking pulse is applied to the motor preventing the robot from sliding even in the slanting surface.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3453 2.3 FLOW CHART Figure 5: Flow Chart As shown in the above figure the system gets initialized and it is described in the start block. The diamond block followed by the start block is used to check vital parameters of the patient and once the data acquired thus acquired data is sent to the cloud server. If the data is not acquired, the system will wait for the data until the data receives. Thus the data made available in the cloud server is retrieved and processed through machine learning algorithm and the result is processed which is represented by the diamond box. If the result is normal, the overall process comes to end and it is represented by the end terminal block. Once the result is found to be abnormal, the signal is sent to the robot and it is represented by the process box of flowchart, further robot will provide appropriate medicine to the patient and the process is finally terminated.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3454 2.4 SIMULATION RESULTS Figure 6: Simulation Result 1 Figure 7: Simulation Result 2 The above figure(fig 6) represents the output data of the sensor from the patient body which has been displayed in the live web server. The above figure(fig 7) represents live temperature data logged to the web server which is showing the temperature value as 28 degree Celsius and along with that data date and time is displayed in the web server. Figure 8: Simulation Result 3 The above figure represents live heartbeat data logged to the web server which is showing the heartbeat value above 15 along with that data date and time is displayed in the web server. 3. CONCLUSIONS Thus by the help of our project, the patient vital parameter like heartbeat and temperature is continually monitored in the cloud platform and hence the patient health is analyzed through KNN machine learning algorithm and overall tablet dispensing process for the needy patient is fully automated and the desired tablet is dispensed to the patient whenever it is required by the patient automatically with the help of robotic arm. This system also prevents the manual tablet errors since entire process is carried out by the predefined set of instructions..
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 ยฉ 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3455 REFERENCES [1] 1. WMHW Kadir, RE Samin, BSK Ibrahim. Internet controlled a robotic arm. Procedia Engineering. 2012. [2] 2. MAK Yusoff, RE Samin, mobile robotic arm. Procedia Engineering. 2012. [3] 3. AM Al-Busaidi, Development of an educational environment for online control of a biped robot using MATLAB and Arduino, (MECHATRONICS), 9th France-Japan.2012. [4] 4. HS Juang, KY Lurrr. Design and control of a two-wheel self-balancing robot using the Arduino microcontroller board. Control and Automation (ICCA), 2013. [5] 5. R Krishna, GS Bala, SS ASC, BBP Sarma. Design and implementation of a robotic arm based on haptic technology. Int. J. of Eng. Research. 2012. [6] 6. Electric Electronic Technology-Step and Servo Motors, SVET, 2007.