SlideShare a Scribd company logo
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 890
AN IOT BASED SMART PILL DISPENSER WITH HEALTH MONITORING
Ms.GODHA KRISHNA M 1, Ms.JOSHIKKA SRI E 2 , Ms.KEERTHANNA R 3, Mrs.K NITHYA 4
1,2,3 Student, B.E, ECE, Department of ECE MEENAKSHI SUNDARARAJAN ENGINEERING COLLEGE
4 Assi.Prof, ECE, Department of ECE MEENAKSHI SUNDARARAJAN ENGINEERING COLLEGE
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - In an era heavily reliant on medication,
ensuring timely and accurate pill consumption remains a
critical aspect, particularly for individuals with memory
impairments or the elderly. This research focuses on the
development of a sophisticated and user-friendly smart pill
dispenser system, designed to facilitate medication
adherence among vulnerable populations. The proposed
system leverages an ESP Module, IR sensor, heartbeat, Spo2,
and temperature sensors, along with a buzzer-equipped
alert mechanism, to assist patients in adhering to their
prescribed medication schedule. The user-friendly interface
accessible via a smartphone enables remote management
and monitoring from any location globally. With an
emphasis on ease of use and accessibility, the system aims to
cater to the needs of elderly individuals, particularly those
with limited literacy. Notably, this intelligent pill box serves
as a vital tool in ensuring timely medication intake, a crucial
factor in managing health conditions, including those
exacerbated by the recent Covid-19 pandemic.
Key Words: Smart Pill Dispenser, ESP Module, Remote
Monitoring, Medication Adherence, Elderly Healthcare,
IoT-based Healthcare Systems.
1. INTRODUCTION
In accordance to prescribed medication remains a
formidable challenge within the healthcare industry,
particularly among older individuals prone to memory
lapses. The complexities associated with managing
multiple medications further heighten the risk of
inadvertent overdosing, potentially leading to severe
health implications and, in some cases, irreversible
consequences. It is evident that effective intervention
strategies are crucial in addressing this pervasive issue.
In response to the pressing need for reliable medication
management, this study focuses on the design and
development of an affordable and user-friendly
Automated Medicine Dispenser (AMD) capable of
administering both solid and liquid medications. The
proposed system aims to ensure timely and accurate drug
intake while mitigating the risks associated with
inadvertent non-compliance or overdosing. Leveraging a
combination of premeasured dose release and manual
compartment sorting, the AMD offers flexibility in catering
to diverse patient needs and medication types.
Furthermore, the research acknowledges the significant
role of innovative packaging solutions, including memory
aids and portable, user-friendly containers, in facilitating
medication adherence. By incorporating advanced
technological features and intuitive design elements, the
AMD seeks to bridge the gap between patient needs and
effective medication management, thereby promoting
improved health outcomes and patient safety.
Keywords: Automated Medicine Dispenser, Medication
Adherence, Drug Safety, Innovative Packaging Solutions,
Health Care Intervention.
1.1 INTERNET OF THINGS(IOT)
The Internet of Things (IoT) represents a transformative
paradigm that has revolutionized various industries,
including healthcare. By interconnecting a multitude of
physical devices and systems through the internet, IoT
enables seamless data exchange, real-time monitoring, and
remote control functionalities. In the context of healthcare,
IoT has emerged as a groundbreaking solution, facilitating
the development of smart and interconnected medical
devices, personalized health monitoring systems, and
efficient patient management platforms.
Through the integration of sensors, actuators, and
advanced data analytics, IoT empowers healthcare
professionals to collect, analyze, and leverage patient data
for accurate diagnosis, proactive treatment interventions,
and optimized healthcare delivery. Furthermore, IoT-
driven innovations have facilitated the implementation of
telemedicine solutions, enabling remote patient
monitoring, teleconsultations, and timely intervention,
particularly in underserved or remote regions.
As IoT continues to evolve, it holds the potential to
significantly enhance the efficiency, accessibility, and
quality of healthcare services, fostering a more patient-
centric and data-driven approach to healthcare
management and delivery.
1.2 PROBLEM STATEMENT
In healthcare facilities such as hospitals and old-age
homes, the management of medication adherence among
multiple patients presents a daunting challenge, especially
for a single caretaker tasked with overseeing a
considerable number of individuals simultaneously. The
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 891
complexity is further compounded as self-reliant senior
citizens and patients with Alzheimer's disease experience
difficulties in maintaining a consistent medication
schedule, often resulting in detrimental health
consequences. Instances of inadvertent medication errors
and improper dosing not only jeopardize patient well-
being but also impose significant burdens on the already
strained healthcare system.
The criticality of timely and accurate medication intake is
particularly pronounced for patients grappling with
chronic conditions, including hypertension, diabetes, and
cardiovascular ailments, necessitating an urgent and
effective solution that can ensure seamless and error-free
medication management. Addressing these pressing
concerns is imperative to enhance patient safety, reduce
healthcare costs, and alleviate the burden on caregivers in
healthcare settings.
2. PROPOSED SYSTEM
The development of the smart pill box entails the
integration of advanced IoT technology to ensure seamless
and timely medication management. The system employs
a Node MCU, enabling efficient data transmission and
control of the pill box. Incorporated within the smart pill
box are vital health monitoring elements, including a heart
rate sensor, temperature sensor, and spo2 sensor,
facilitating regular health check-ups for patients.
These health metrics are seamlessly synchronized with
the accompanying mobile application, providing patients
and caregivers with real-time updates on the patient's
health status. The app features a dual login interface,
catering to both patients and doctors/caretakers, allowing
for streamlined medication scheduling and monitoring.
Through the app, users can input prescription details,
facilitating automated and accurate medication dispensing
as per the predefined schedule.
Furthermore, the inclusion of an infrared sensor, buzzer,
and servo motors enhances the functionality of the pill
box, ensuring precise and controlled medication
distribution. The "Find my pillbox" feature offers added
convenience, enabling users to locate the device
effortlessly in case of misplacement.
To address emergency situations effectively, the system
incorporates an emergency toggle button, empowering
patients to alert caregivers promptly in case of any health
abnormalities, thereby facilitating swift and targeted
intervention when necessary. This comprehensive
solution aims to revolutionize medication adherence and
healthcare management, fostering patient independence,
safety, and well-being while alleviating the burden on
caregivers and healthcare providers.
3. WORKING ARCHITECTURE
3.1 HARDWARE SETUP
The smart pill dispenser features a cylindrical casing with
customizable compartments to accommodate varying
tablet shapes, ensuring secure and organized storage. A
dedicated space beneath the casing is allocated for the last
tablet, directly accessible to the rotating shaft of the servo
motor. Different casings are available for morning,
afternoon, and evening medication, eliminating the need
for manual input of medicine names in the software,
thereby simplifying the caretaker's responsibilities.
Upon rotation, the servo motor expels the designated
tablet through the inclined pathway, directing it smoothly
into the tray without spillage. The dispensation process is
indicated by LED and buzzer alerts, providing visual and
auditory confirmation of successful medication delivery.
The presence of the dispensed pills in the tray is
continuously monitored using an IR sensor, ensuring
accurate tracking and management of medication intake.
Furthermore, the hardware setup incorporates vital health
monitoring components, including heart rate and Spo2
sensors, facilitating real-time health parameter
assessments. The Node MCU serves as the Wi-Fi module,
enabling seamless connectivity to external networks for
data transmission and remote monitoring.
Integrated within the system, the Arduino acts as the
central control unit, effectively managing sensor inputs,
servo motor operations, and pushbutton functionalities.
The entire hardware system is powered by a rechargeable
battery, supported by a compatible adapter for convenient
and sustained operation
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 892
3.2 SOFTWARE
1. Login/Signup Page: The Login/Signup page serves as
the initial point of access, facilitating both user
authentication and registration. Registered users,
including caretakers and patients, can log in using their
designated credentials. Access is granted only upon
successful authentication, ensuring data security and
confidentiality. New users are prompted to complete the
registration process by providing essential details,
including name, email address, phone number, age,
username, and password. The signup process is
exclusively reserved for patients, enabling personalized
medication management and monitoring.
2. Admin Dashboard: Upon successful login, the admin is
directed to the personalized dashboard, featuring
comprehensive patient management capabilities. Patient
details are displayed in individual cards, each containing
relevant information. Two distinct options, "Assign Time"
and "Status," provide the caretaker with essential
functionalities for efficient medication scheduling and
health monitoring. The "Assign Time" option allows the
admin to set specific medication schedules for each
patient, aligning with their prescribed regimen.
Meanwhile, the "Status" option enables real-time tracking
of patient health metrics, including heart rate and oxygen
saturation levels, ensuring proactive intervention and
timely healthcare management.
3. Time Assigning Page: The Time Assigning Page serves as
an intuitive interface for the admin to configure and
allocate medication schedules for patients. This page
presents three dedicated time slots for morning,
afternoon, and night medication intake, aligning with
common medication administration practices. The
selected time slots are securely stored in the cloud,
triggering synchronized signals sent to the Node MCU, an
integral component of the hardware setup. Upon
synchronization with the real-time schedule, the Node
MCU facilitates the activation of the Arduino, triggering
visual and auditory cues, such as LED and buzzer alerts, to
prompt patients to take their medication as scheduled.
4. Patient Status Page: The Patient Status Page empowers
the admin to monitor and assess the health status of
individual patients comprehensively. Integrated heart rate
sensors and SpO2 sensors enable accurate and non-
invasive health parameter measurements, capturing real-
time data on heart rate and blood oxygen levels. Typically
worn on the wrist or fingertip, these sensors provide vital
health insights, facilitating proactive healthcare
interventions and ensuring prompt medical attention in
case of any abnormal health indicators.
4. RESULT AND DISCUSSIONS
The implemented design of the smart pill dispenser
successfully facilitated the systematic and timely
dispensation of medications in accordance with the preset
schedules. The integration of the servo motor, coupled
with the optimized pathway design, ensured efficient and
accurate delivery of medications into the designated tray
without spillage or disruption. The combined use of LED
and Buzzer alerts provided effective visual and auditory
indicators of the dispensation process, enhancing user
awareness and adherence to the medication regimen. The
seamless functionality of the emergency toggle button
enabled prompt communication of critical health
situations to the caretaker, ensuring rapid response and
timely intervention in emergency scenarios.
Furthermore, the inclusion of vital health monitoring
components, such as the heart rate and SpO2 sensors,
demonstrated consistent and reliable performance in
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 893
capturing real-time health data, enabling continuous
monitoring and assessment of key health indicators.
The successful integration of the Node MCU as the Wi-Fi
module facilitated seamless data transmission and
synchronization with the cloud-based storage, ensuring
secure and accessible data management. The central role
of the Arduino microcontroller in coordinating sensor
inputs, servo motor operations, and pushbutton
functionalities contributed to the seamless functioning
and coordination of the entire hardware system, fostering
a user-friendly and efficient medication management
process.
The developed smart pill dispenser represents a
significant advancement in medication management
systems, addressing critical challenges associated with
medication adherence and patient health monitoring. The
optimized design of the pill dispensation pathway, coupled
with the integration of LED and Buzzer alerts, enhances
user engagement and compliance, minimizing the risk of
medication errors and missed doses. The successful
implementation of the emergency toggle button serves as
a crucial feature in ensuring patient safety and enabling
timely intervention during critical health situations,
reflecting the system's user-centric design and emphasis
on patient well-being.
Moreover, the reliable performance of the heart rate and
SpO2 sensors underscores the system's capability in
providing accurate and continuous health monitoring,
particularly for patients with chronic cardiovascular
conditions. The seamless integration of the Node MCU and
Arduino microcontroller, supported by a rechargeable
battery, demonstrates the system's robust and sustainable
operational capabilities, ensuring uninterrupted
functionality and data accessibility.
The successful integration of hardware components and
software functionalities highlights the system's potential
in revolutionizing medication adherence and healthcare
management, fostering improved patient outcomes and
caregiver efficiency.
5. CONCLUSION
In conclusion, the development of this sophisticated smart
pill dispenser system represents a significant stride
towards addressing the crucial issue of medication
adherence, particularly for individuals facing memory
impairments or belonging to the elderly demographic. By
integrating cutting-edge technologies such as the ESP
Module, IR sensor, heartbeat, Spo2, and temperature
sensors, coupled with a well-designed alert mechanism,
this system provides a comprehensive solution to ensure
timely and accurate pill consumption.
The user-friendly interface accessible through a
smartphone adds a layer of convenience and remote
management, empowering caregivers and family members
to monitor medication adherence from anywhere in the
world. This aspect is especially beneficial for those caring
for elderly individuals, making the process not only
efficient but also reassuring.
The emphasis on accessibility and simplicity is a key
feature, acknowledging the diverse needs of the elderly
population, including those with limited literacy skills. By
tailoring the design to be user-friendly, this intelligent pill
box becomes an inclusive tool that caters to a wide range
of users, promoting independence and autonomy in
managing their health.
REFERENCES:
1. Casciaro, S., Massa, L., Sergi, I., & Patrono, L.
(2020, September). A smart pill dispenser to
support elderly people in medication adherence.
In 2020 5th International Conference on Smart
and Sustainable Technologies (SpliTech) (pp. 1-6).
IEEE.
2. Erazo, O, Guerrero Ulloa, G, Santana Sornoza, R,
Chavez Boza, B.(2017) A Ubiquitous Photo Frame
to Pro- ´ vide Reminders to Older Adults. Revista
Conrado. 16(72): 34-8.
3. Huang R, Zhao X, Ma J. (2014) The Contours of a
Human Individual Model Based Empathetic U-
Pillbox System for Humanistic Geriatric
Healthcare. Future Generation Computer
Systems.; 37(July):404–16.
4. Xu H, Yu W, Griffith D, Golmie N. (2018) A Survey
On Industrial Internet Of Things: A Cyber-Physical
Systems Perspective. IEEE Access. Dec 4; 6:
78238–59.
5. Salkin C, Oner M, Ustundag A, Cevikcan E. (2018)A
Conceptual Framework for Industry 4.0. In:
Ustundag A, Cevikcan E, editors. Industry 4.0:
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 894
Managing The Digital Transformation. Springer,
Cham;. p. 3–23.
6. Singh U, Sharad A, Kumar P. (2019)IoMT Based
Pill Dispensing System. In: 2019 10th
International Conference on Computing,
Communication and Networking Technologies,
ICCCNT 2019; jul 6-8; Kampur, India, India. IEEE.
p. 1–5.
7. Guerrero-Ulloa G, Rodr´ıguez-Dom´ınguez C,
Hornos MJ. (2019) IoT-Based System to Help Care
for Dependent Elderly. In: Botto-Tobar M, Pizarro
G, Zu´niga- Prieto M, D’Armas M, Z ˜ u´niga S ˜
anchez M., editors. ´ Communications in Computer
and Information Science. Springer, Cham;. p. 41–
55.
8. Jaipriya S, Aishwarya R, Akash NB, Jeyadevi AP. An
intelligent medical box remotely controlled by
doctor. In: Proceedings of the International
Conference on Intelligent Sustainable Systems,
ICISS 2019. 2019 Feb 21-22; Palladam,
Tamilnadu, India, India. IEEE. p. 565–9.
9. Kumar SB, Goh WW, Balakrishnan S. (2018) Smart
Medicine Reminder Device For The Elderly. In:
Proceedings - 2018 4th International Conference
on Advances in Computing, Communication and
Automation, ICACCA 2018. Subang Jaya, Malaysia,
Malaysia. IEEE. p. 1–6.
10. Atzori L, Iera A, Morabito G. (2010)The Internet
Of Things: A Survey. Computer Networks. Oct 28;
54(15):2787–805.

More Related Content

Similar to AN IOT BASED SMART PILL DISPENSER WITH HEALTH MONITORING

IRJET- Medicine Box which Serves Patient using IoT
IRJET- Medicine Box which Serves Patient using IoTIRJET- Medicine Box which Serves Patient using IoT
IRJET- Medicine Box which Serves Patient using IoT
IRJET Journal
 
Transforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring SystemsTransforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring Systems
IRJET Journal
 
EXTEMPORIZING HEALTHCARE USING SMART FABRIC
EXTEMPORIZING HEALTHCARE USING SMART FABRICEXTEMPORIZING HEALTHCARE USING SMART FABRIC
EXTEMPORIZING HEALTHCARE USING SMART FABRIC
AM Publications,India
 
IRJET- Survey Paper on NFC based Data Retrieval
IRJET- Survey Paper on NFC based Data Retrieval IRJET- Survey Paper on NFC based Data Retrieval
IRJET- Survey Paper on NFC based Data Retrieval
IRJET Journal
 
IoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with AssistanceIoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with Assistance
IRJET Journal
 
IRJET- Virtual Assistant for Medical Emergency
IRJET-  	  Virtual Assistant for Medical EmergencyIRJET-  	  Virtual Assistant for Medical Emergency
IRJET- Virtual Assistant for Medical Emergency
IRJET Journal
 
IRJET- Technology Survey of Pillbox and Design using IoT
IRJET- Technology Survey of Pillbox and Design using IoTIRJET- Technology Survey of Pillbox and Design using IoT
IRJET- Technology Survey of Pillbox and Design using IoT
IRJET Journal
 
IRJET- Wireless Real Time Implementation of Health Assist System for Rurals
IRJET- Wireless Real Time Implementation of Health Assist System for RuralsIRJET- Wireless Real Time Implementation of Health Assist System for Rurals
IRJET- Wireless Real Time Implementation of Health Assist System for Rurals
IRJET Journal
 
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docxIOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
hashelectrolabs
 
SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024
SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024
SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024
Journal For Research
 
Online Medical Prescription Management System
Online Medical Prescription Management SystemOnline Medical Prescription Management System
Online Medical Prescription Management System
IRJET Journal
 
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
IRJET Journal
 
IRJET- Android base Healthcare Monitoring and Management System using IoT
IRJET- Android base Healthcare Monitoring and Management System using IoTIRJET- Android base Healthcare Monitoring and Management System using IoT
IRJET- Android base Healthcare Monitoring and Management System using IoT
IRJET Journal
 
IRJET - Medibox – IoT Enabled Patient Assisting Device
IRJET - Medibox – IoT Enabled Patient Assisting DeviceIRJET - Medibox – IoT Enabled Patient Assisting Device
IRJET - Medibox – IoT Enabled Patient Assisting Device
IRJET Journal
 
Patient Health Monitoring System using IOT
Patient Health Monitoring System using IOTPatient Health Monitoring System using IOT
Patient Health Monitoring System using IOT
IRJET Journal
 
Android Based Patient Health Monitoring System
Android Based Patient Health Monitoring SystemAndroid Based Patient Health Monitoring System
Android Based Patient Health Monitoring System
IRJET Journal
 
Irjet v7 i31040
Irjet v7 i31040Irjet v7 i31040
Irjet v7 i31040
aissmsblogs
 
IOT-Based Medicine Reminder and Monitoring System for Safe Health
IOT-Based Medicine Reminder and Monitoring System for Safe HealthIOT-Based Medicine Reminder and Monitoring System for Safe Health
IOT-Based Medicine Reminder and Monitoring System for Safe Health
IRJET Journal
 
Advanced Patient Monitoring System with Diseases Prediction System using Mach...
Advanced Patient Monitoring System with Diseases Prediction System using Mach...Advanced Patient Monitoring System with Diseases Prediction System using Mach...
Advanced Patient Monitoring System with Diseases Prediction System using Mach...
Associate Professor in VSB Coimbatore
 
IRJET- IoT based Patient Health Monitoring using ESP8266
IRJET-  	  IoT based Patient Health Monitoring using ESP8266IRJET-  	  IoT based Patient Health Monitoring using ESP8266
IRJET- IoT based Patient Health Monitoring using ESP8266
IRJET Journal
 

Similar to AN IOT BASED SMART PILL DISPENSER WITH HEALTH MONITORING (20)

IRJET- Medicine Box which Serves Patient using IoT
IRJET- Medicine Box which Serves Patient using IoTIRJET- Medicine Box which Serves Patient using IoT
IRJET- Medicine Box which Serves Patient using IoT
 
Transforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring SystemsTransforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring Systems
 
EXTEMPORIZING HEALTHCARE USING SMART FABRIC
EXTEMPORIZING HEALTHCARE USING SMART FABRICEXTEMPORIZING HEALTHCARE USING SMART FABRIC
EXTEMPORIZING HEALTHCARE USING SMART FABRIC
 
IRJET- Survey Paper on NFC based Data Retrieval
IRJET- Survey Paper on NFC based Data Retrieval IRJET- Survey Paper on NFC based Data Retrieval
IRJET- Survey Paper on NFC based Data Retrieval
 
IoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with AssistanceIoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with Assistance
 
IRJET- Virtual Assistant for Medical Emergency
IRJET-  	  Virtual Assistant for Medical EmergencyIRJET-  	  Virtual Assistant for Medical Emergency
IRJET- Virtual Assistant for Medical Emergency
 
IRJET- Technology Survey of Pillbox and Design using IoT
IRJET- Technology Survey of Pillbox and Design using IoTIRJET- Technology Survey of Pillbox and Design using IoT
IRJET- Technology Survey of Pillbox and Design using IoT
 
IRJET- Wireless Real Time Implementation of Health Assist System for Rurals
IRJET- Wireless Real Time Implementation of Health Assist System for RuralsIRJET- Wireless Real Time Implementation of Health Assist System for Rurals
IRJET- Wireless Real Time Implementation of Health Assist System for Rurals
 
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docxIOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
 
SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024
SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024
SURVEY ON A MODERN MEDICARE SYSTEM USING INTERNET OF THINGS | J4RV3I12024
 
Online Medical Prescription Management System
Online Medical Prescription Management SystemOnline Medical Prescription Management System
Online Medical Prescription Management System
 
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
 
IRJET- Android base Healthcare Monitoring and Management System using IoT
IRJET- Android base Healthcare Monitoring and Management System using IoTIRJET- Android base Healthcare Monitoring and Management System using IoT
IRJET- Android base Healthcare Monitoring and Management System using IoT
 
IRJET - Medibox – IoT Enabled Patient Assisting Device
IRJET - Medibox – IoT Enabled Patient Assisting DeviceIRJET - Medibox – IoT Enabled Patient Assisting Device
IRJET - Medibox – IoT Enabled Patient Assisting Device
 
Patient Health Monitoring System using IOT
Patient Health Monitoring System using IOTPatient Health Monitoring System using IOT
Patient Health Monitoring System using IOT
 
Android Based Patient Health Monitoring System
Android Based Patient Health Monitoring SystemAndroid Based Patient Health Monitoring System
Android Based Patient Health Monitoring System
 
Irjet v7 i31040
Irjet v7 i31040Irjet v7 i31040
Irjet v7 i31040
 
IOT-Based Medicine Reminder and Monitoring System for Safe Health
IOT-Based Medicine Reminder and Monitoring System for Safe HealthIOT-Based Medicine Reminder and Monitoring System for Safe Health
IOT-Based Medicine Reminder and Monitoring System for Safe Health
 
Advanced Patient Monitoring System with Diseases Prediction System using Mach...
Advanced Patient Monitoring System with Diseases Prediction System using Mach...Advanced Patient Monitoring System with Diseases Prediction System using Mach...
Advanced Patient Monitoring System with Diseases Prediction System using Mach...
 
IRJET- IoT based Patient Health Monitoring using ESP8266
IRJET-  	  IoT based Patient Health Monitoring using ESP8266IRJET-  	  IoT based Patient Health Monitoring using ESP8266
IRJET- IoT based Patient Health Monitoring using ESP8266
 

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 STRUCTURE
IRJET 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 Characteristics
IRJET 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 ADAS
IRJET 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 Pro
IRJET 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 System
IRJET 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 bridges
IRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
IRJET 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 Design
IRJET 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

Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
Divyanshu
 
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Sinan KOZAK
 
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.pptUnit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
KrishnaveniKrishnara1
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
IJECEIAES
 
integral complex analysis chapter 06 .pdf
integral complex analysis chapter 06 .pdfintegral complex analysis chapter 06 .pdf
integral complex analysis chapter 06 .pdf
gaafergoudaay7aga
 
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
Gino153088
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
bijceesjournal
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
IJECEIAES
 
Computational Engineering IITH Presentation
Computational Engineering IITH PresentationComputational Engineering IITH Presentation
Computational Engineering IITH Presentation
co23btech11018
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
Nada Hikmah
 
An improved modulation technique suitable for a three level flying capacitor ...
An improved modulation technique suitable for a three level flying capacitor ...An improved modulation technique suitable for a three level flying capacitor ...
An improved modulation technique suitable for a three level flying capacitor ...
IJECEIAES
 
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
bijceesjournal
 
Data Driven Maintenance | UReason Webinar
Data Driven Maintenance | UReason WebinarData Driven Maintenance | UReason Webinar
Data Driven Maintenance | UReason Webinar
UReason
 
Manufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptxManufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptx
Madan Karki
 
Data Control Language.pptx Data Control Language.pptx
Data Control Language.pptx Data Control Language.pptxData Control Language.pptx Data Control Language.pptx
Data Control Language.pptx Data Control Language.pptx
ramrag33
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
Prakhyath Rai
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
shadow0702a
 
132/33KV substation case study Presentation
132/33KV substation case study Presentation132/33KV substation case study Presentation
132/33KV substation case study Presentation
kandramariana6
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
ydzowc
 
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
171ticu
 

Recently uploaded (20)

Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
 
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
 
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.pptUnit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
 
integral complex analysis chapter 06 .pdf
integral complex analysis chapter 06 .pdfintegral complex analysis chapter 06 .pdf
integral complex analysis chapter 06 .pdf
 
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
 
Computational Engineering IITH Presentation
Computational Engineering IITH PresentationComputational Engineering IITH Presentation
Computational Engineering IITH Presentation
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
 
An improved modulation technique suitable for a three level flying capacitor ...
An improved modulation technique suitable for a three level flying capacitor ...An improved modulation technique suitable for a three level flying capacitor ...
An improved modulation technique suitable for a three level flying capacitor ...
 
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
 
Data Driven Maintenance | UReason Webinar
Data Driven Maintenance | UReason WebinarData Driven Maintenance | UReason Webinar
Data Driven Maintenance | UReason Webinar
 
Manufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptxManufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptx
 
Data Control Language.pptx Data Control Language.pptx
Data Control Language.pptx Data Control Language.pptxData Control Language.pptx Data Control Language.pptx
Data Control Language.pptx Data Control Language.pptx
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
 
132/33KV substation case study Presentation
132/33KV substation case study Presentation132/33KV substation case study Presentation
132/33KV substation case study Presentation
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
 
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
 

AN IOT BASED SMART PILL DISPENSER WITH HEALTH MONITORING

  • 1. © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 890 AN IOT BASED SMART PILL DISPENSER WITH HEALTH MONITORING Ms.GODHA KRISHNA M 1, Ms.JOSHIKKA SRI E 2 , Ms.KEERTHANNA R 3, Mrs.K NITHYA 4 1,2,3 Student, B.E, ECE, Department of ECE MEENAKSHI SUNDARARAJAN ENGINEERING COLLEGE 4 Assi.Prof, ECE, Department of ECE MEENAKSHI SUNDARARAJAN ENGINEERING COLLEGE ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - In an era heavily reliant on medication, ensuring timely and accurate pill consumption remains a critical aspect, particularly for individuals with memory impairments or the elderly. This research focuses on the development of a sophisticated and user-friendly smart pill dispenser system, designed to facilitate medication adherence among vulnerable populations. The proposed system leverages an ESP Module, IR sensor, heartbeat, Spo2, and temperature sensors, along with a buzzer-equipped alert mechanism, to assist patients in adhering to their prescribed medication schedule. The user-friendly interface accessible via a smartphone enables remote management and monitoring from any location globally. With an emphasis on ease of use and accessibility, the system aims to cater to the needs of elderly individuals, particularly those with limited literacy. Notably, this intelligent pill box serves as a vital tool in ensuring timely medication intake, a crucial factor in managing health conditions, including those exacerbated by the recent Covid-19 pandemic. Key Words: Smart Pill Dispenser, ESP Module, Remote Monitoring, Medication Adherence, Elderly Healthcare, IoT-based Healthcare Systems. 1. INTRODUCTION In accordance to prescribed medication remains a formidable challenge within the healthcare industry, particularly among older individuals prone to memory lapses. The complexities associated with managing multiple medications further heighten the risk of inadvertent overdosing, potentially leading to severe health implications and, in some cases, irreversible consequences. It is evident that effective intervention strategies are crucial in addressing this pervasive issue. In response to the pressing need for reliable medication management, this study focuses on the design and development of an affordable and user-friendly Automated Medicine Dispenser (AMD) capable of administering both solid and liquid medications. The proposed system aims to ensure timely and accurate drug intake while mitigating the risks associated with inadvertent non-compliance or overdosing. Leveraging a combination of premeasured dose release and manual compartment sorting, the AMD offers flexibility in catering to diverse patient needs and medication types. Furthermore, the research acknowledges the significant role of innovative packaging solutions, including memory aids and portable, user-friendly containers, in facilitating medication adherence. By incorporating advanced technological features and intuitive design elements, the AMD seeks to bridge the gap between patient needs and effective medication management, thereby promoting improved health outcomes and patient safety. Keywords: Automated Medicine Dispenser, Medication Adherence, Drug Safety, Innovative Packaging Solutions, Health Care Intervention. 1.1 INTERNET OF THINGS(IOT) The Internet of Things (IoT) represents a transformative paradigm that has revolutionized various industries, including healthcare. By interconnecting a multitude of physical devices and systems through the internet, IoT enables seamless data exchange, real-time monitoring, and remote control functionalities. In the context of healthcare, IoT has emerged as a groundbreaking solution, facilitating the development of smart and interconnected medical devices, personalized health monitoring systems, and efficient patient management platforms. Through the integration of sensors, actuators, and advanced data analytics, IoT empowers healthcare professionals to collect, analyze, and leverage patient data for accurate diagnosis, proactive treatment interventions, and optimized healthcare delivery. Furthermore, IoT- driven innovations have facilitated the implementation of telemedicine solutions, enabling remote patient monitoring, teleconsultations, and timely intervention, particularly in underserved or remote regions. As IoT continues to evolve, it holds the potential to significantly enhance the efficiency, accessibility, and quality of healthcare services, fostering a more patient- centric and data-driven approach to healthcare management and delivery. 1.2 PROBLEM STATEMENT In healthcare facilities such as hospitals and old-age homes, the management of medication adherence among multiple patients presents a daunting challenge, especially for a single caretaker tasked with overseeing a considerable number of individuals simultaneously. The International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 891 complexity is further compounded as self-reliant senior citizens and patients with Alzheimer's disease experience difficulties in maintaining a consistent medication schedule, often resulting in detrimental health consequences. Instances of inadvertent medication errors and improper dosing not only jeopardize patient well- being but also impose significant burdens on the already strained healthcare system. The criticality of timely and accurate medication intake is particularly pronounced for patients grappling with chronic conditions, including hypertension, diabetes, and cardiovascular ailments, necessitating an urgent and effective solution that can ensure seamless and error-free medication management. Addressing these pressing concerns is imperative to enhance patient safety, reduce healthcare costs, and alleviate the burden on caregivers in healthcare settings. 2. PROPOSED SYSTEM The development of the smart pill box entails the integration of advanced IoT technology to ensure seamless and timely medication management. The system employs a Node MCU, enabling efficient data transmission and control of the pill box. Incorporated within the smart pill box are vital health monitoring elements, including a heart rate sensor, temperature sensor, and spo2 sensor, facilitating regular health check-ups for patients. These health metrics are seamlessly synchronized with the accompanying mobile application, providing patients and caregivers with real-time updates on the patient's health status. The app features a dual login interface, catering to both patients and doctors/caretakers, allowing for streamlined medication scheduling and monitoring. Through the app, users can input prescription details, facilitating automated and accurate medication dispensing as per the predefined schedule. Furthermore, the inclusion of an infrared sensor, buzzer, and servo motors enhances the functionality of the pill box, ensuring precise and controlled medication distribution. The "Find my pillbox" feature offers added convenience, enabling users to locate the device effortlessly in case of misplacement. To address emergency situations effectively, the system incorporates an emergency toggle button, empowering patients to alert caregivers promptly in case of any health abnormalities, thereby facilitating swift and targeted intervention when necessary. This comprehensive solution aims to revolutionize medication adherence and healthcare management, fostering patient independence, safety, and well-being while alleviating the burden on caregivers and healthcare providers. 3. WORKING ARCHITECTURE 3.1 HARDWARE SETUP The smart pill dispenser features a cylindrical casing with customizable compartments to accommodate varying tablet shapes, ensuring secure and organized storage. A dedicated space beneath the casing is allocated for the last tablet, directly accessible to the rotating shaft of the servo motor. Different casings are available for morning, afternoon, and evening medication, eliminating the need for manual input of medicine names in the software, thereby simplifying the caretaker's responsibilities. Upon rotation, the servo motor expels the designated tablet through the inclined pathway, directing it smoothly into the tray without spillage. The dispensation process is indicated by LED and buzzer alerts, providing visual and auditory confirmation of successful medication delivery. The presence of the dispensed pills in the tray is continuously monitored using an IR sensor, ensuring accurate tracking and management of medication intake. Furthermore, the hardware setup incorporates vital health monitoring components, including heart rate and Spo2 sensors, facilitating real-time health parameter assessments. The Node MCU serves as the Wi-Fi module, enabling seamless connectivity to external networks for data transmission and remote monitoring. Integrated within the system, the Arduino acts as the central control unit, effectively managing sensor inputs, servo motor operations, and pushbutton functionalities. The entire hardware system is powered by a rechargeable battery, supported by a compatible adapter for convenient and sustained operation
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 892 3.2 SOFTWARE 1. Login/Signup Page: The Login/Signup page serves as the initial point of access, facilitating both user authentication and registration. Registered users, including caretakers and patients, can log in using their designated credentials. Access is granted only upon successful authentication, ensuring data security and confidentiality. New users are prompted to complete the registration process by providing essential details, including name, email address, phone number, age, username, and password. The signup process is exclusively reserved for patients, enabling personalized medication management and monitoring. 2. Admin Dashboard: Upon successful login, the admin is directed to the personalized dashboard, featuring comprehensive patient management capabilities. Patient details are displayed in individual cards, each containing relevant information. Two distinct options, "Assign Time" and "Status," provide the caretaker with essential functionalities for efficient medication scheduling and health monitoring. The "Assign Time" option allows the admin to set specific medication schedules for each patient, aligning with their prescribed regimen. Meanwhile, the "Status" option enables real-time tracking of patient health metrics, including heart rate and oxygen saturation levels, ensuring proactive intervention and timely healthcare management. 3. Time Assigning Page: The Time Assigning Page serves as an intuitive interface for the admin to configure and allocate medication schedules for patients. This page presents three dedicated time slots for morning, afternoon, and night medication intake, aligning with common medication administration practices. The selected time slots are securely stored in the cloud, triggering synchronized signals sent to the Node MCU, an integral component of the hardware setup. Upon synchronization with the real-time schedule, the Node MCU facilitates the activation of the Arduino, triggering visual and auditory cues, such as LED and buzzer alerts, to prompt patients to take their medication as scheduled. 4. Patient Status Page: The Patient Status Page empowers the admin to monitor and assess the health status of individual patients comprehensively. Integrated heart rate sensors and SpO2 sensors enable accurate and non- invasive health parameter measurements, capturing real- time data on heart rate and blood oxygen levels. Typically worn on the wrist or fingertip, these sensors provide vital health insights, facilitating proactive healthcare interventions and ensuring prompt medical attention in case of any abnormal health indicators. 4. RESULT AND DISCUSSIONS The implemented design of the smart pill dispenser successfully facilitated the systematic and timely dispensation of medications in accordance with the preset schedules. The integration of the servo motor, coupled with the optimized pathway design, ensured efficient and accurate delivery of medications into the designated tray without spillage or disruption. The combined use of LED and Buzzer alerts provided effective visual and auditory indicators of the dispensation process, enhancing user awareness and adherence to the medication regimen. The seamless functionality of the emergency toggle button enabled prompt communication of critical health situations to the caretaker, ensuring rapid response and timely intervention in emergency scenarios. Furthermore, the inclusion of vital health monitoring components, such as the heart rate and SpO2 sensors, demonstrated consistent and reliable performance in
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 893 capturing real-time health data, enabling continuous monitoring and assessment of key health indicators. The successful integration of the Node MCU as the Wi-Fi module facilitated seamless data transmission and synchronization with the cloud-based storage, ensuring secure and accessible data management. The central role of the Arduino microcontroller in coordinating sensor inputs, servo motor operations, and pushbutton functionalities contributed to the seamless functioning and coordination of the entire hardware system, fostering a user-friendly and efficient medication management process. The developed smart pill dispenser represents a significant advancement in medication management systems, addressing critical challenges associated with medication adherence and patient health monitoring. The optimized design of the pill dispensation pathway, coupled with the integration of LED and Buzzer alerts, enhances user engagement and compliance, minimizing the risk of medication errors and missed doses. The successful implementation of the emergency toggle button serves as a crucial feature in ensuring patient safety and enabling timely intervention during critical health situations, reflecting the system's user-centric design and emphasis on patient well-being. Moreover, the reliable performance of the heart rate and SpO2 sensors underscores the system's capability in providing accurate and continuous health monitoring, particularly for patients with chronic cardiovascular conditions. The seamless integration of the Node MCU and Arduino microcontroller, supported by a rechargeable battery, demonstrates the system's robust and sustainable operational capabilities, ensuring uninterrupted functionality and data accessibility. The successful integration of hardware components and software functionalities highlights the system's potential in revolutionizing medication adherence and healthcare management, fostering improved patient outcomes and caregiver efficiency. 5. CONCLUSION In conclusion, the development of this sophisticated smart pill dispenser system represents a significant stride towards addressing the crucial issue of medication adherence, particularly for individuals facing memory impairments or belonging to the elderly demographic. By integrating cutting-edge technologies such as the ESP Module, IR sensor, heartbeat, Spo2, and temperature sensors, coupled with a well-designed alert mechanism, this system provides a comprehensive solution to ensure timely and accurate pill consumption. The user-friendly interface accessible through a smartphone adds a layer of convenience and remote management, empowering caregivers and family members to monitor medication adherence from anywhere in the world. This aspect is especially beneficial for those caring for elderly individuals, making the process not only efficient but also reassuring. The emphasis on accessibility and simplicity is a key feature, acknowledging the diverse needs of the elderly population, including those with limited literacy skills. By tailoring the design to be user-friendly, this intelligent pill box becomes an inclusive tool that caters to a wide range of users, promoting independence and autonomy in managing their health. REFERENCES: 1. Casciaro, S., Massa, L., Sergi, I., & Patrono, L. (2020, September). A smart pill dispenser to support elderly people in medication adherence. In 2020 5th International Conference on Smart and Sustainable Technologies (SpliTech) (pp. 1-6). IEEE. 2. Erazo, O, Guerrero Ulloa, G, Santana Sornoza, R, Chavez Boza, B.(2017) A Ubiquitous Photo Frame to Pro- ´ vide Reminders to Older Adults. Revista Conrado. 16(72): 34-8. 3. Huang R, Zhao X, Ma J. (2014) The Contours of a Human Individual Model Based Empathetic U- Pillbox System for Humanistic Geriatric Healthcare. Future Generation Computer Systems.; 37(July):404–16. 4. Xu H, Yu W, Griffith D, Golmie N. (2018) A Survey On Industrial Internet Of Things: A Cyber-Physical Systems Perspective. IEEE Access. Dec 4; 6: 78238–59. 5. Salkin C, Oner M, Ustundag A, Cevikcan E. (2018)A Conceptual Framework for Industry 4.0. In: Ustundag A, Cevikcan E, editors. Industry 4.0:
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 10 | Oct 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 894 Managing The Digital Transformation. Springer, Cham;. p. 3–23. 6. Singh U, Sharad A, Kumar P. (2019)IoMT Based Pill Dispensing System. In: 2019 10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019; jul 6-8; Kampur, India, India. IEEE. p. 1–5. 7. Guerrero-Ulloa G, Rodr´ıguez-Dom´ınguez C, Hornos MJ. (2019) IoT-Based System to Help Care for Dependent Elderly. In: Botto-Tobar M, Pizarro G, Zu´niga- Prieto M, D’Armas M, Z ˜ u´niga S ˜ anchez M., editors. ´ Communications in Computer and Information Science. Springer, Cham;. p. 41– 55. 8. Jaipriya S, Aishwarya R, Akash NB, Jeyadevi AP. An intelligent medical box remotely controlled by doctor. In: Proceedings of the International Conference on Intelligent Sustainable Systems, ICISS 2019. 2019 Feb 21-22; Palladam, Tamilnadu, India, India. IEEE. p. 565–9. 9. Kumar SB, Goh WW, Balakrishnan S. (2018) Smart Medicine Reminder Device For The Elderly. In: Proceedings - 2018 4th International Conference on Advances in Computing, Communication and Automation, ICACCA 2018. Subang Jaya, Malaysia, Malaysia. IEEE. p. 1–6. 10. Atzori L, Iera A, Morabito G. (2010)The Internet Of Things: A Survey. Computer Networks. Oct 28; 54(15):2787–805.