AU2021101013A4 - Aiot based pandemic related smart health management system for industrial workers - Google Patents
Aiot based pandemic related smart health management system for industrial workers Download PDFInfo
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- AU2021101013A4 AU2021101013A4 AU2021101013A AU2021101013A AU2021101013A4 AU 2021101013 A4 AU2021101013 A4 AU 2021101013A4 AU 2021101013 A AU2021101013 A AU 2021101013A AU 2021101013 A AU2021101013 A AU 2021101013A AU 2021101013 A4 AU2021101013 A4 AU 2021101013A4
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
- G08B21/24—Reminder alarms, e.g. anti-loss alarms
- G08B21/245—Reminder of hygiene compliance policies, e.g. of washing hands
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
- A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/02438—Detecting, measuring or recording pulse rate or heart rate with portable devices, e.g. worn by the patient
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/0245—Detecting, measuring or recording pulse rate or heart rate by using sensing means generating electric signals, i.e. ECG signals
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
- A61B5/1118—Determining activity level
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/1455—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
- A61B5/14551—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
- A61B5/14552—Details of sensors specially adapted therefor
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
- A61B5/165—Evaluating the state of mind, e.g. depression, anxiety
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
- A61B5/6804—Garments; Clothes
- A61B5/6805—Vests
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
- A61B5/681—Wristwatch-type devices
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/74—Systems using reradiation of radio waves, e.g. secondary radar systems; Analogous systems
- G01S13/82—Systems using reradiation of radio waves, e.g. secondary radar systems; Analogous systems wherein continuous-type signals are transmitted
- G01S13/825—Systems using reradiation of radio waves, e.g. secondary radar systems; Analogous systems wherein continuous-type signals are transmitted with exchange of information between interrogator and responder
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
- H04W4/38—Services specially adapted for particular environments, situations or purposes for collecting sensor information
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
- A61B2560/02—Operational features
- A61B2560/0204—Operational features of power management
- A61B2560/0209—Operational features of power management adapted for power saving
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
- A61B2560/04—Constructional details of apparatus
- A61B2560/0462—Apparatus with built-in sensors
- A61B2560/0468—Built-in electrodes
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
- A61B2562/02—Details of sensors specially adapted for in-vivo measurements
- A61B2562/0219—Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
- A61B5/0006—ECG or EEG signals
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
- A61B5/002—Monitoring the patient using a local or closed circuit, e.g. in a room or building
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/7465—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network
- A61B5/747—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network in case of emergency, i.e. alerting emergency services
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q2209/00—Arrangements in telecontrol or telemetry systems
- H04Q2209/10—Arrangements in telecontrol or telemetry systems using a centralized architecture
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q2209/00—Arrangements in telecontrol or telemetry systems
- H04Q2209/40—Arrangements in telecontrol or telemetry systems using a wireless architecture
- H04Q2209/43—Arrangements in telecontrol or telemetry systems using a wireless architecture using wireless personal area networks [WPAN], e.g. 802.15, 802.15.1, 802.15.4, Bluetooth or ZigBee
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q9/00—Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
- H04Q9/02—Automatically-operated arrangements
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/025—Services making use of location information using location based information parameters
- H04W4/027—Services making use of location information using location based information parameters using movement velocity, acceleration information
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- Physics & Mathematics (AREA)
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- Medical Informatics (AREA)
- General Health & Medical Sciences (AREA)
- Pathology (AREA)
- Biomedical Technology (AREA)
- Surgery (AREA)
- Veterinary Medicine (AREA)
- Molecular Biology (AREA)
- Heart & Thoracic Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Biophysics (AREA)
- Cardiology (AREA)
- Computer Networks & Wireless Communication (AREA)
- Physiology (AREA)
- Remote Sensing (AREA)
- Radar, Positioning & Navigation (AREA)
- Signal Processing (AREA)
- Psychiatry (AREA)
- Epidemiology (AREA)
- General Physics & Mathematics (AREA)
- Primary Health Care (AREA)
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- Hospice & Palliative Care (AREA)
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- Business, Economics & Management (AREA)
- Databases & Information Systems (AREA)
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- Optics & Photonics (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
AIOT BASED PANDEMIC RELATED SMART HEALTH MANAGEMENT
SYSTEM FOR INDUSTRIAL WORKERS
In the current era, safety of industrial workers is the major concern of
organizations as the major wealth of an industry is its human resource. Pandemic
spread in an industry can result in huge loss for the organization. In this invention,
we focus on providing smart health management of industrial workers based on the
integrated technology of Artificial Intelligence and Internet of Things. The
technologies involved in Industry 4.0 such as Radio Frequency Identification
(RFID) and cloud computing is also involved for implementing a low cost system
for reduction of risk of contagious disease such as COVID 19. This work integrates
hardware of wearable devices for vital body parameter monitoring with software to
maintain physical distancing between workers through RFID tags, epidemiological
fence for tracing human contacts as it maintains a distance of 5 meters between the
workers, if not buzzers provides alarms. Artificial Intelligence algorithm along
with temperature monitoring system acts as a smart vision monitoring system able
to detect any abnormal movements of workers with temperature detection, if
crosses the threshold notification reaches higher officials with the identity of the
worker. This system provides smart health management for industrial workers
mitigating pandemic spread.
INTEFRDNET
WRs ti I
I T
RFHD ANTENA RFIDANTENA RFID ANTENA
ZONE I ZQE2 ZMiA N
UHF UHF UHF
EMPLOYEE
Figure 1. Overall Block Diagram of Proposed Health Management System for Maintaining Physical
Distancing
We
sLamWc1aSam
Fos
Figure 2. Proposed Health Monitoring Wearable Devices for Industrial Workers
Description
In the current era, safety of industrial workers is the major concern of
organizations as the major wealth of an industry is its human resource. Pandemic
spread in an industry can result in huge loss for the organization. In this invention,
we focus on providing smart health management of industrial workers based on the
integrated technology of Artificial Intelligence and Internet of Things. The
technologies involved in Industry 4.0 such as Radio Frequency Identification
(RFID) and cloud computing is also involved for implementing a low cost system
for reduction of risk of contagious disease such as COVID 19. This work integrates
hardware of wearable devices for vital body parameter monitoring with software to
maintain physical distancing between workers through RFID tags, epidemiological
fence for tracing human contacts as it maintains a distance of 5 meters between the
workers, if not buzzers provides alarms. Artificial Intelligence algorithm along
with temperature monitoring system acts as a smart vision monitoring system able
to detect any abnormal movements of workers with temperature detection, if
crosses the threshold notification reaches higher officials with the identity of the
worker. This system provides smart health management for industrial workers
mitigating pandemic spread.
WRs ti I
RFHD ANTENA RFIDANTENA RFID ANTENA ZONE I ZQE2 ZMiAN
Figure 1. Overall Block Diagram of Proposed Health Management System for Maintaining Physical Distancing
We sLamWc1aSam
Fos
Figure 2. Proposed Health Monitoring Wearable Devices for Industrial Workers
(See Section 10; rule 13)
The following specification particularly describes the invention and the manner in which it is to be performed
AIOT BASED PANDEMIC RELATED SMART HEALTH MANAGEMENT SYSTEM FOR INDUSTRIAL WORKERS Description of the system
" In the industrial work place, workers demand safe and secure environment.
Pandemic spread has created a situation where the workers feel unsafe to
work. The organization management is forced to provide smart solutions to
safeguard the life of their human resource - wealth of the industry.
• Physical distancing is the major solution for mitigating pandemic spread
which is not taken seriously by the workers hence there is more possibility
of contagious disease to spread. Artificial Intelligence integrated with
Internet of Things can provide a smart solution for these issues.
• Artificial intelligence - convolutional neural network algorithm provides real
time detection of objects in the area under surveillance which divides the
original image into grids, able to process them simultaneously.
• Al based vision locates these objects continuously monitoring workers
whether they are maintaining physical distancing in the work area.
• The hardware system involves Node MCU operating with Python code with
OPENCV libraries with 2GB of RAM, IP camera - ESP32 cam.
• Also, RFID tags allocated for each worker is monitored by Industrial 4.0
technologies where employee's real time location is obtained by the
adhesive RFID tag fixed over the worker's identification card.
• This UHF registers automatically in the receiver, which receives data on
employee location without the need of any physical devices.
• The work area is divided into different zones for accurately locating the
workers. Any worker not maintaining the physical distancing will be easily
detected as the RFID tags within a circle of 5 meters will be alerted by a
buzzer sound intimating the authenticated people with person's identity.
• All events related to the workers will be monitored and recorded with
respectively timings. In this invention, IoT based health care is provided
with notification service for the workers to manage their health condition
either by themselves or by caretakers.
• Wearable devices involved in the proposed system namely health watch,
smart clothes and body tag attached to the user. Smart clothes are made of
conductive fiber for collecting electrocardiography (ECG) signals where
these smart clothes are designed to provide necessary comfortability.
" These smart clothes involves four electrodes with two electrodes on two
shoulders of the worker and two more electrodes on the two sides of the rib
cages such that the electrodes are in contact with the skin directly.
• Healthy watch involves three sensors namely ECG sensor,
photoplethysmography sensor and three axis acceleration sensor which is
able to collect electrocardiogram signal, photoplethysmography signal and
attitude signal for analyzing the parameters of the user.
• The system is able to analyze heart rate, change of concentration of blood
oxygen, walking steps and mental attitude using these sensors.
• The system involves body tag consisting of gyroscope for analysis of
walking steps. Three-axis accelerometer in the body tag is used for
measuring the user attitude signal by which change in attitude of the worker
is analyzed. In order to operate in power saving mode, body tag operates in
sleep mode whenever ends of the body tag are found non-conductive where
the body tag is buckled on the smart clothes for monitoring attitude change.
• BLE communicates to Wi-Fi gateway in three ways namely Transmission
Control Protocol (TCP), Hypertext Transfer Protocol (HTTP) and Message
Queuing Telemetry Transport (MTT) protocol.
• We adopt TCP protocol in our system where the TCP socket is used for
connecting the system and retrieval of BLE advertising data is done for
abnormal warning and indoor positioning of the system.
• Wearable devices can be controlled by Bluetooth technology by
automatically changing the measure mode of the gateway.
• System server involves web page, Android App, and Cloud where the row
data is updated to the Cloud for the server to analyze user data for generating
graphical analysis report along with notification if any abnormality.
The invention is herein described, with the accompanying block diagrams.
Wherein:
Figure 1. Overall Block Diagram of Proposed Health Management System for
Maintaining Physical Distancing
Figure 2. Proposed Health Monitoring Wearable Devices for Industrial Workers
Figure 3. Architecture of Proposed Health Care System Communication Protocol
Claims (6)
1. In this invention, a novel method is proposed integrating Artificial
Intelligence and IoT for health care system management for industrial
workers.
2. Convolutional neural network algorithm provides real time detection of
objects in the area under surveillance.
3. RFID tags are utilized for maintaining physical distancing of 5 meters
alerted by a buzzer sound when threshold is crossed.
4. Provides regular notification involving information on abnormal health
status of the workers in work area.
5. Wearable devices such as health watch, smart clothes and body tag collects
raw information tracking the workers from any remote location.
6. Low power Bluetooth technology is utilizes for data transfer within the
industry while IoT is utilized for data transfer to remote locations.
Figure 1. Overall Block Diagram of Proposed Health Management System for Maintaining Physical Distancing
Figure 2. Proposed Health Monitoring Wearable Devices for Industrial Workers
Figure 3. Architecture of Proposed Health Care System Communication Protocol
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AU2021101013A AU2021101013A4 (en) | 2021-02-24 | 2021-02-24 | Aiot based pandemic related smart health management system for industrial workers |
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE202022100219U1 (en) | 2022-01-16 | 2022-01-24 | Ravinarayana Baje | Intelligent system for non-contact screening to measure the Covid-19 sign using thermal imaging techniques and artificial intelligence |
DE202022101331U1 (en) | 2022-03-10 | 2022-05-05 | Kailas Aute | Wearable Omicron symptom detection device based on biomedical and proximity sensors and artificial intelligence |
-
2021
- 2021-02-24 AU AU2021101013A patent/AU2021101013A4/en not_active Ceased
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE202022100219U1 (en) | 2022-01-16 | 2022-01-24 | Ravinarayana Baje | Intelligent system for non-contact screening to measure the Covid-19 sign using thermal imaging techniques and artificial intelligence |
DE202022101331U1 (en) | 2022-03-10 | 2022-05-05 | Kailas Aute | Wearable Omicron symptom detection device based on biomedical and proximity sensors and artificial intelligence |
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