ROBOTICS AND AI [ARTIFICIAL
INTELLIGENCE] PROJECT
WORK
Submitted To-: Saurabh Sir
Submitted By-: Kanishk Nagar
Class-: X A
Roll no.-: 21
acknowledment
I would like to express my sincere gratitude to everyone who supported me throughout
the course of this project. First and foremost, my deepest thanks go to [Saurabh
sharma sir], whose guidance, encouragement, and valuable feedback were crucial
to the successful completion of this work.
I am also grateful to [st joseph’s school] for providing the necessary resources and a
conducive environment to carry out this project.
Special thanks to my parents and friend for their collaboration, insightful discussions,
and moral support. I am particularly appreciative of my family and friends for their
unwavering patience and belief in me, even during the most challenging moments.
This work would not have been possible without the collective effort and support of all
those mentioned and many others who have contributed in various ways.
Thank you
- KANISHK NAGAR
CONTENT
Components Of Robots
Gears
Characteristic
Classification
uses
Sensors
Characteristic
Classification
uses
Actuators
Characteristic
Classification
uses
Controller
Characteristic
Classification
uses
GEARS
In robotics, gears are mechanical
components with teeth that mesh together to
transmit power and motion. They are
essential for controlling torque, speed, and
direction in robots, allowing them to perform
tasks that would otherwise be impossible with
a direct motor connection.
Key Characteristic Of Gears
Speed and Torque:
Gears can increase or decrease speed while increasing or decreasing torque, allowing robots to perform t
requiring different power levels.
Direction of Rotation:
Gears can change the direction of rotation, enabling robots to perform complex movements.
Shaft Alignment:
Gears can change the angle of shaft alignment, allowing robots to move in various directions.
Here's a more detailed look at their characteristics:

. Torque and Speed Adjustment: Gears can be used to increase or
decrease the speed of a motor, while simultaneously amplifying or reducing torque. This
is crucial for robots to perform tasks requiring both fine control and powerful movements.
Direction Change: Gear systems can be designed to change the direction
of rotation, allowing robots to move in different directions or control complex
movements.
Shaft Alignment: Gears can also change the orientation of the shafts,
allowing for different types of movement and power transmission.
Classification of gears
Gears in robots are classified by shaft
alignment (parallel, intersecting, or non-
parallel/non-intersecting) and by shape
(involute, cycloidal, trochoidal). Specifically,
spur and helical gears are used for parallel
shafts, bevel gears for intersecting shafts, and
worm, hypoid, and screw gears for non-
parallel/non-intersecting shafts.
SPUR GEAR
Spur gears, with their straight teeth and parallel
shaft placement, are a common and effective choice for
robotic applications, particularly in controlling speed
and torque. They are simple to design and
manufacture, making them ideal for applications
where parallel shaft movement is required.
Helical gear
Helical gears, with their angled teeth, are often used
in robots for their smooth, quiet, and efficient power
transmission. They excel in applications where high
torque and speed reduction are needed, such as in
robot arms and manipulators. Compared to spur
gears, helical gears offer greater load-carrying
capacity, reduced noise and vibration, and smoother
operation.
bevel gear
Bevel gears in robotics are used to transmit power
between shafts that intersect at an angle, typically 90
degrees, allowing for a change in the direction of
rotation. They are crucial for robotic arms and joint
mechanisms, enabling smooth and efficient power
transfer. Bevel gears come in various forms, including
straight, spiral, and hypoid, each with its own
advantages for specific applications.
Rack and pinon gear
Rack and pinion gears are commonly used in robots to
convert rotational motion into linear motion, making
them ideal for tasks like moving gantry robots or
opening/closing robot grippers. They consist of a
rack (a straight bar with teeth) and a pinion gear (a
circular gear that meshes with the rack). When the
pinion rotates, it moves the rack linearly.
Warm gear
Worm gears, composed of a worm screw and a
worm wheel, are commonly used in robots to
achieve high gear reduction in a compact
space. They offer advantages like increased
torque, reduced speed, and, in some cases, self-
locking properties, making them suitable for
applications like joint actuators, grippers, and other
mechanisms.
Miter gear
Miter gears, a type of bevel gear, are used in robotics
to change the direction of power transmission at a 90-
degree angle. They are characterized by having an
equal number of teeth (1:1 gear ratio), meaning they
primarily shift the direction of rotation without
increasing or decreasing speed.
Internal gear
In robotics, internal gears, also known as ring gears,
are ring-shaped gears with teeth cut on the
inside. They are often used in combination with other
gear types, like spur gears, in planetary gear
mechanisms. These internal gears help transmit
rotational motion and torque, similar to other gear
types like spur, bevel, and worm gears.
Screw gear
In robots, "screw gear" most often refers to worm
gears, which are a type of helical gear
arrangement. These gears use a worm (screw-like)
and a worm wheel (a gear with curved teeth) to
transmit motion, often achieving high gear
reduction in a small space.
Hypoid gear
Hypoid gears, a type of bevel gear,
are used in robotic applications to change
the direction of power transmission and
achieve desired gear ratios. Their offset
axis design allows for compact designs
and higher torque capacity compared to
some other bevel gear types.
Uses Of Gears
Gears play a crucial role in robots, enabling them to
perform various tasks by controlling speed, torque, and
direction of motion. They are essential for converting
motor power into precise movements, particularly in
applications requiring accuracy and
efficiency. Gears also allow robots to adjust their
speed and torque for differenttasks, optimizing
performance and reducing theeed for multiple motors.
On the basics Speed and Torque Control:-
Speed Reduction
Gears can reduce the speed of a motor while increasing the torque, making it
suitable for heavy lifting or precise movements.
Speed Increase:
Conversely, gears can increase the speed of a motor, allowing for faster
movement in certain applications.
Torque Amplification:
By using larger gears, the torque of a motor can be amplified, providing more
power for tasks like lifting heavy objects or gripping tightly.
On the basics change in direction:-
Rotational Direction:
Gears can be used to change the direction of rotation, enabling robots
to perform tasks that require movement in different directions.
Translating Motion:
Gears can also be used to change rotational motion into linear motion,
allowing robots to move in straight lines.
On the basis of Versatility and Adaptability:
•Changing Gear Ratios:
•By adjusting the gear ratios, robots can adapt to different tasks and
situations, from fast, light tasks to slower, heavy jobs.
•Efficiency and Performance:
•Gears allow robots to operate efficiently and at maximum performance
by converting motor power into appropriate movements.
On the basics Precision and Smooth Movement:-
Smooth and Accurate Movement:
Gears help robots make smooth and precise movements, crucial for tasks requiring
accuracy, like assembling small components or performing surgical procedures.
Gear Ratios:
By adjusting gear ratios, engineers can create robots that are optimized for
various tasks, ranging from fast and light tasks to slower and heavier jobs.
SENSOR
A sensor is a device that detects and responds
to input from the physical environment,
converting it into a measurable
signal. These signals can then be
displayed, read, or processed
further. Essentially, sensors act as the "eyes
and ears" for a system, allowing it to interact
with and understand its surroundings.
Key Characteristic of Sensor
Key sensor characteristics include sensitivity,
linearity, resolution, and accuracy. Sensitivity
refers to the sensor's ability to detect small
changes in the measured quantity. Linearity
describes how well the sensor's output changes
proportionally to the input. Resolution is the
smallest change in the measured quantity that
the sensor can detect. Accuracy refers to how
close the sensor's reading is to the true value.

Sensitivity:
A high sensitivity means the sensor can detect small changes in
the measured quantity, making it useful in applications where
precise measurements are needed.

Linearity:
A linear sensor's output changes proportionally to the input. This
means the sensor's output is a straight line when plotted against the
input.

Resolution:
Resolution is the smallest change in the measured quantity that
the sensor can detect and represent as a distinct output.

Accuracy:
Accuracy describes how close the sensor's reading is to the true
value of the measured quantity. It's often expressed as a
percentage of the full scale or reading.
Classification of Senor
Sensors can be classified in several ways,
including by their output signal (analog or
digital), the physical quantity they measure,
and whether they require an external power
source (active or passive). Another
classification method divides them based on
whether they make contact with the object
being measured (contact vs. non-contact).
Ir sensor transmission type
An infrared sensor (IR sensor) is a radiation-sensitive
optoelectronic component with a spectral sensitivity in the
infrared wavelength range 780 nm … 50 µm. IR
sensors are now widely used in motion detectors, which
are used in building services to switch on lamps or in
alarm systems to detect unwelcome guests.
Themster [temperature
sensor]
A temperature sensor is a device used to measure
temperature. This can be air temperature, liquid
temperature or the temperature of solid matter.
There are different types of temperature sensors
available and they each use different technologies
and principles to take the temperature measurement.
Ultrasonic sensor
An ultrasonic sensor is an
instrument that measures the
distance to an object using
ultrasonic sound waves. What is
an ultrasonic sensor? It is a
device that uses a transducer to
send and receive ultrasonic pulses
that relay back information about
an object's proximity.
Ir sensor reflective type
Reflective IR Sensor: Reflective
IR sensors use infrared LED to emit
infrared light and a phototransistor to detect the
reflected light from an object. They are used to
measure distance and detect proximity.
Accelerometer sensor
An accelerometer sensor is a tool that measures the
acceleration of any body or object in its instantaneous rest
frame. It is not a coordinate acceleration.
Accelerometer sensors are used in many ways, such as in
many electronic devices, smartphones, and wearable
devices, etc.
Gyroscope sensor
Gyroscopic sensors ("gyro sensors") are one type of motion sensing
device. They are capable of sensing movements that are
difficult for humans to detect, such as rotation and changes in
orientation.
Soil moisture sensor
Soil moisture sensors measure or estimate the amount of water
in the soil. These sensors can be stationary or portables such
as handheld probes. Stationary sensors are placed at the
predetermined locations and depths in the field, whereas
portable soil moisture probes can measure soil moisture at
several locations.
Rain sensor
Rain sensor is an advanced driver-assistance system
that detects water on a car's windscreen and
automatically triggers programmed actions. The
main function of this system is activating windscreen
wipers in the rain. But the triggered actions might
also include closing the car's windows and sunroof.
Water flow sensor
Water flow sensors measure the rate at which water flows
through a pipe or system. They typically consist of a
turbine or rotor that rotates due to the water flow, and a
Hall effect sensor that detects the rotation. The
Hall effect sensor generates a signal proportional to the
rotor's speed, which is then used to calculate the flow rate.
Phototransistor (light senor)
The phototransistor is a device that operates by
converting incoming photons to electrons in the base
of a bipolar transistor. As for any such transistor,
the base current causes a larger collector-emitter
current to flow, which is detected by a circuit.
Alchol sensor
The alcohol sensor is technically referred to as a
MQ3 sensor which detects ethanol in the
air. When a drunk person breathes near the
alcohol sensor it detects the ethanol in his
breathe and provides an output based on
alcohol concentration.
Heartbeat senor
Heartbeat Sensor is an electronic device that is
used to measure the heart rate i.e. speed of the
heartbeat. Monitoring body temperature, heart
rate and blood pressure are the basic things that we
do in order to keep us healthy.
USES OF
SENORS
Sensors are used extensively across various industries to detect and measure physical or environmental
conditions. They play a crucial role in healthcare, manufacturing, automotive, aerospace, and home
automation. Sensors enable automated processes, monitor systems in real-time, and collect data for analysis,
leading to increased efficiency and productivity.
Usese Of sensor In Medical Sector
Diagnostics:
Sensors are used in medical devices to diagnose various
conditions and monitor patient health.
Treatment:
Sensors are incorporated into surgical tools and gadgets
for precise measurements and interventions.
Wearables:
Sensors in wearable devices track physiological param
like heart rate, activity levels, and sleep patterns.
.
Uses Of sensor In Automative Sector
Safety:
Sensors are used for anti-lock braking systems
(ABS), airbag deployment, and parking assist
systems.
Real-time Data:
Sensors provide real-time data on vehicle performance
and engine parameters.
Autonomous Driving:
Sensors are crucial for autonomous vehicles, enabling
them to perceive and navigate their surroundings.
In robotics, an actuator is a device that
converts energy into mechanical motion,
essentially acting as the "muscle" of the
robot. It's responsible for moving the robot's
joints, arms, wheels, or other parts, allowing the
robot to interact with its
environment. Actuators can be powered by
various energy sources like electricity,
hydraulics, or pneumatics.
ACUTATORS
More Detail Explanatoion On The Characteristic-:
1. Type of Motion:
Linear: Move in a straight line, like a piston.Rotary: Spin or rotate, like a motor.
2. Energy Source:
Electric: Use electrical energy, often fro motors or servos.
Pneumatic: Use compressed air, often in cylinders.
Hydraulic: Use pressurized fluids, like hydraulic pumps.
3. Force Output:
Torque: The rotational force a rotary actuator produces.
Force: The linear force a linear actuator can generate.
Key Characteristic Of Acutators
Actuators in robots, the "muscles" of a robot, are
devices that convert energy into motion, enabling
robots to interact with their environment. Key
characteristics include the type of motion (linear
or rotary), energy source (electric, pneumatic, or
hydraulic), and force output. Other important
properties include speed, precision, and durability.
Classification Of Acutators
CLASSIFICTION OF ACUTATORS
BY MOTION
Linear motion
Hydralic acutators
CLASSIFICATION OF ACUTATORS BY ENERGY SOURCE
Pneumatic Actuators
Hydralic acutators
Electric acutators
Thermal acutators
Mechanical Acutators
Magnetic acutators
CLASSIFICTION OF ACUTATORS BY MOTION
Linear motion
Linear Actuators: Produce
movement in a straight line (push and
pull).
Rotatory motion
Produce movement in a circular
path (rotation).
CLASSIFICATION OF ACUTATORS BY ENERGY SOURCE
Hydralic acutators
Use pressurized fluid
(typically oil) to generate
movement.
Pneumatic Actuators
Use compressed air to
generate movement.
Thermal acutators
Use thermal energy to
generate movement.
Electric acutators
Use electrical energy to
generate movement.
Mechanical Acutators
Use gears, levers, and other
mechanical components to
produce movement.
Magnetic Acutators
Use magnetic forces to
generate movement.
Uses Of Acutators-:
Actuators are versatile devices that convert energy into mechanical motion,
enabling control and automation in numerous applications. They are used
in robotics, industrial automation, aerospace, medical devices, and even smart
homes.
Acutators are used in following fields-
Robots and automation
Industrial automation
many morE..
Industrial automation
They are used in machinery and
robotic systems for tasks like
pressing, lifting, and positioning
materials
Robots and automation
Actuators are essential for robotic movements
and automation tasks like assembly line
operations, material handling, and pick-and-place
tasks.
CONTROLLER
In robotics, a controller is the brain and
central command center of a robot, responsible
for managing its movements, functions, and
interactions with its environment. It interprets
programming instructions, coordinates the
robot's actions, and ensures it performs tasks
according to its intended purpose
Key Characteristics Of Controllers-:
A key characteristic of a robot controller is its ability to process information
and translate it into precise movements, enabling the robot to perform tasks
autonomously or in response to external commands. This involves real-time
data processing, algorithms, and potentially machine learning to make decisions
and adapt to changing environments.
• Centralized Control:
Robot controllers act as the central nervous system, integrating inputs from sensors, processing them,
and outputting signals to actuators (motors, etc.) to control the robot's actions.
• Real-time Processing:
Controllers must process information and execute commands quickly, often in milliseconds, to ensure
smooth and accurate movements.
• Feedback Loop:
Many robots operate using a feedback loop, where sensors provide information about the robot's
environment and current state, which is then used to adjust the controller's output and maintain desired
behavior, like balancing or navigating.
• Autonomous Operation:
Autonomous robots rely on their controllers to make decisions and react to the environment without
direct human intervention. This may involve pattern recognition, path planning, and other decision-
making process..
CLASSIFICATION OF CONTROLLER-:
Based On Control Methods
Point-to-point Control
Continuous Path
Control:
Controlled-path
Robots
Hierarchical Control:
Low-level
Control
Interaction
Strategy Level:.
Supervisory
Level:
Based On Control Methods
•Point-to-Point Control:
Robots move between programmed points, with the controller calculating
the path between them.
•Continuous Path Control:
The robot follows a pre-defined path, with the controller maintaining
control of the entire motion via closed-loop feedback.
•Controlled-Path Robots:
These robots can generate complex paths with high precision, suitable for
applications requiring accurate and intricate movements
Hierarchical Control:
• Low-Level Control:
• Focuses on physical interaction, ensuring the robot's actuators and sensors operate
correctly.
• Interaction Strategy Level:
• Defines the sequence of physical actions over time, dictating how the robot interacts with
its environment.
• Supervisory Level:
• Manages higher-level tasks and parameters, adapting to changing conditions and goals.
Uses Of Controllers
Controllers are essential for robots, functioning as their "brains"
by interpreting programming and directing their actions. They
manage movements, process sensor data, and enable robots to
interact with their environment and other systems.
•Movement and control:
Controllers translate programming into precise movements, controlling the robot's
arm, end-effector, and other actuators. They manage torque, velocity, and
positioning, ensuring accurate execution of tasks.
•Data processing and decision-making:
Controllers process information from sensors, enabling the robot to make decisions
and respond to its surroundings. They can handle tasks ranging from simple
motor control to complex decision-making processes.
•Interface and communication:
Controllers act as a bridge between the robot and other devices, including sensors,
external systems, and even other robots. They manage communication and ensure
data flow between different components.
conclusion
In an AI project focusing on gears, actuators, sensors, and
controllers, the conclusion typically highlights the successful integration of
these components, showcasing how AI can enhance their performance
and functionality. This integration enables intelligent systems that can
react to real-time data, make autonomous decisions, and optimize various
processes, ultimately leading to more efficient and reliable systems.
Bibliography
gamma.ai.com
Google.com
Chat gpt.com

ROBOTICS AND AI [ARTIFICIAL INTELLIGENCE] PROJECT.pptx

  • 1.
    ROBOTICS AND AI[ARTIFICIAL INTELLIGENCE] PROJECT WORK Submitted To-: Saurabh Sir Submitted By-: Kanishk Nagar Class-: X A Roll no.-: 21
  • 2.
    acknowledment I would liketo express my sincere gratitude to everyone who supported me throughout the course of this project. First and foremost, my deepest thanks go to [Saurabh sharma sir], whose guidance, encouragement, and valuable feedback were crucial to the successful completion of this work. I am also grateful to [st joseph’s school] for providing the necessary resources and a conducive environment to carry out this project. Special thanks to my parents and friend for their collaboration, insightful discussions, and moral support. I am particularly appreciative of my family and friends for their unwavering patience and belief in me, even during the most challenging moments. This work would not have been possible without the collective effort and support of all those mentioned and many others who have contributed in various ways. Thank you - KANISHK NAGAR
  • 3.
  • 4.
    GEARS In robotics, gearsare mechanical components with teeth that mesh together to transmit power and motion. They are essential for controlling torque, speed, and direction in robots, allowing them to perform tasks that would otherwise be impossible with a direct motor connection.
  • 5.
    Key Characteristic OfGears Speed and Torque: Gears can increase or decrease speed while increasing or decreasing torque, allowing robots to perform t requiring different power levels. Direction of Rotation: Gears can change the direction of rotation, enabling robots to perform complex movements. Shaft Alignment: Gears can change the angle of shaft alignment, allowing robots to move in various directions.
  • 6.
    Here's a moredetailed look at their characteristics:  . Torque and Speed Adjustment: Gears can be used to increase or decrease the speed of a motor, while simultaneously amplifying or reducing torque. This is crucial for robots to perform tasks requiring both fine control and powerful movements. Direction Change: Gear systems can be designed to change the direction of rotation, allowing robots to move in different directions or control complex movements. Shaft Alignment: Gears can also change the orientation of the shafts, allowing for different types of movement and power transmission.
  • 7.
    Classification of gears Gearsin robots are classified by shaft alignment (parallel, intersecting, or non- parallel/non-intersecting) and by shape (involute, cycloidal, trochoidal). Specifically, spur and helical gears are used for parallel shafts, bevel gears for intersecting shafts, and worm, hypoid, and screw gears for non- parallel/non-intersecting shafts.
  • 8.
    SPUR GEAR Spur gears,with their straight teeth and parallel shaft placement, are a common and effective choice for robotic applications, particularly in controlling speed and torque. They are simple to design and manufacture, making them ideal for applications where parallel shaft movement is required. Helical gear Helical gears, with their angled teeth, are often used in robots for their smooth, quiet, and efficient power transmission. They excel in applications where high torque and speed reduction are needed, such as in robot arms and manipulators. Compared to spur gears, helical gears offer greater load-carrying capacity, reduced noise and vibration, and smoother operation.
  • 9.
    bevel gear Bevel gearsin robotics are used to transmit power between shafts that intersect at an angle, typically 90 degrees, allowing for a change in the direction of rotation. They are crucial for robotic arms and joint mechanisms, enabling smooth and efficient power transfer. Bevel gears come in various forms, including straight, spiral, and hypoid, each with its own advantages for specific applications. Rack and pinon gear Rack and pinion gears are commonly used in robots to convert rotational motion into linear motion, making them ideal for tasks like moving gantry robots or opening/closing robot grippers. They consist of a rack (a straight bar with teeth) and a pinion gear (a circular gear that meshes with the rack). When the pinion rotates, it moves the rack linearly.
  • 10.
    Warm gear Worm gears,composed of a worm screw and a worm wheel, are commonly used in robots to achieve high gear reduction in a compact space. They offer advantages like increased torque, reduced speed, and, in some cases, self- locking properties, making them suitable for applications like joint actuators, grippers, and other mechanisms. Miter gear Miter gears, a type of bevel gear, are used in robotics to change the direction of power transmission at a 90- degree angle. They are characterized by having an equal number of teeth (1:1 gear ratio), meaning they primarily shift the direction of rotation without increasing or decreasing speed.
  • 11.
    Internal gear In robotics,internal gears, also known as ring gears, are ring-shaped gears with teeth cut on the inside. They are often used in combination with other gear types, like spur gears, in planetary gear mechanisms. These internal gears help transmit rotational motion and torque, similar to other gear types like spur, bevel, and worm gears. Screw gear In robots, "screw gear" most often refers to worm gears, which are a type of helical gear arrangement. These gears use a worm (screw-like) and a worm wheel (a gear with curved teeth) to transmit motion, often achieving high gear reduction in a small space.
  • 12.
    Hypoid gear Hypoid gears,a type of bevel gear, are used in robotic applications to change the direction of power transmission and achieve desired gear ratios. Their offset axis design allows for compact designs and higher torque capacity compared to some other bevel gear types.
  • 13.
    Uses Of Gears Gearsplay a crucial role in robots, enabling them to perform various tasks by controlling speed, torque, and direction of motion. They are essential for converting motor power into precise movements, particularly in applications requiring accuracy and efficiency. Gears also allow robots to adjust their speed and torque for differenttasks, optimizing performance and reducing theeed for multiple motors.
  • 14.
    On the basicsSpeed and Torque Control:- Speed Reduction Gears can reduce the speed of a motor while increasing the torque, making it suitable for heavy lifting or precise movements. Speed Increase: Conversely, gears can increase the speed of a motor, allowing for faster movement in certain applications. Torque Amplification: By using larger gears, the torque of a motor can be amplified, providing more power for tasks like lifting heavy objects or gripping tightly.
  • 15.
    On the basicschange in direction:- Rotational Direction: Gears can be used to change the direction of rotation, enabling robots to perform tasks that require movement in different directions. Translating Motion: Gears can also be used to change rotational motion into linear motion, allowing robots to move in straight lines.
  • 16.
    On the basisof Versatility and Adaptability: •Changing Gear Ratios: •By adjusting the gear ratios, robots can adapt to different tasks and situations, from fast, light tasks to slower, heavy jobs. •Efficiency and Performance: •Gears allow robots to operate efficiently and at maximum performance by converting motor power into appropriate movements.
  • 17.
    On the basicsPrecision and Smooth Movement:- Smooth and Accurate Movement: Gears help robots make smooth and precise movements, crucial for tasks requiring accuracy, like assembling small components or performing surgical procedures. Gear Ratios: By adjusting gear ratios, engineers can create robots that are optimized for various tasks, ranging from fast and light tasks to slower and heavier jobs.
  • 18.
    SENSOR A sensor isa device that detects and responds to input from the physical environment, converting it into a measurable signal. These signals can then be displayed, read, or processed further. Essentially, sensors act as the "eyes and ears" for a system, allowing it to interact with and understand its surroundings.
  • 19.
    Key Characteristic ofSensor Key sensor characteristics include sensitivity, linearity, resolution, and accuracy. Sensitivity refers to the sensor's ability to detect small changes in the measured quantity. Linearity describes how well the sensor's output changes proportionally to the input. Resolution is the smallest change in the measured quantity that the sensor can detect. Accuracy refers to how close the sensor's reading is to the true value.
  • 20.
     Sensitivity: A high sensitivitymeans the sensor can detect small changes in the measured quantity, making it useful in applications where precise measurements are needed.  Linearity: A linear sensor's output changes proportionally to the input. This means the sensor's output is a straight line when plotted against the input.  Resolution: Resolution is the smallest change in the measured quantity that the sensor can detect and represent as a distinct output.  Accuracy: Accuracy describes how close the sensor's reading is to the true value of the measured quantity. It's often expressed as a percentage of the full scale or reading.
  • 21.
    Classification of Senor Sensorscan be classified in several ways, including by their output signal (analog or digital), the physical quantity they measure, and whether they require an external power source (active or passive). Another classification method divides them based on whether they make contact with the object being measured (contact vs. non-contact).
  • 22.
    Ir sensor transmissiontype An infrared sensor (IR sensor) is a radiation-sensitive optoelectronic component with a spectral sensitivity in the infrared wavelength range 780 nm … 50 µm. IR sensors are now widely used in motion detectors, which are used in building services to switch on lamps or in alarm systems to detect unwelcome guests. Themster [temperature sensor] A temperature sensor is a device used to measure temperature. This can be air temperature, liquid temperature or the temperature of solid matter. There are different types of temperature sensors available and they each use different technologies and principles to take the temperature measurement.
  • 23.
    Ultrasonic sensor An ultrasonicsensor is an instrument that measures the distance to an object using ultrasonic sound waves. What is an ultrasonic sensor? It is a device that uses a transducer to send and receive ultrasonic pulses that relay back information about an object's proximity. Ir sensor reflective type Reflective IR Sensor: Reflective IR sensors use infrared LED to emit infrared light and a phototransistor to detect the reflected light from an object. They are used to measure distance and detect proximity.
  • 24.
    Accelerometer sensor An accelerometersensor is a tool that measures the acceleration of any body or object in its instantaneous rest frame. It is not a coordinate acceleration. Accelerometer sensors are used in many ways, such as in many electronic devices, smartphones, and wearable devices, etc. Gyroscope sensor Gyroscopic sensors ("gyro sensors") are one type of motion sensing device. They are capable of sensing movements that are difficult for humans to detect, such as rotation and changes in orientation.
  • 25.
    Soil moisture sensor Soilmoisture sensors measure or estimate the amount of water in the soil. These sensors can be stationary or portables such as handheld probes. Stationary sensors are placed at the predetermined locations and depths in the field, whereas portable soil moisture probes can measure soil moisture at several locations. Rain sensor Rain sensor is an advanced driver-assistance system that detects water on a car's windscreen and automatically triggers programmed actions. The main function of this system is activating windscreen wipers in the rain. But the triggered actions might also include closing the car's windows and sunroof.
  • 26.
    Water flow sensor Waterflow sensors measure the rate at which water flows through a pipe or system. They typically consist of a turbine or rotor that rotates due to the water flow, and a Hall effect sensor that detects the rotation. The Hall effect sensor generates a signal proportional to the rotor's speed, which is then used to calculate the flow rate. Phototransistor (light senor) The phototransistor is a device that operates by converting incoming photons to electrons in the base of a bipolar transistor. As for any such transistor, the base current causes a larger collector-emitter current to flow, which is detected by a circuit.
  • 27.
    Alchol sensor The alcoholsensor is technically referred to as a MQ3 sensor which detects ethanol in the air. When a drunk person breathes near the alcohol sensor it detects the ethanol in his breathe and provides an output based on alcohol concentration. Heartbeat senor Heartbeat Sensor is an electronic device that is used to measure the heart rate i.e. speed of the heartbeat. Monitoring body temperature, heart rate and blood pressure are the basic things that we do in order to keep us healthy.
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    USES OF SENORS Sensors areused extensively across various industries to detect and measure physical or environmental conditions. They play a crucial role in healthcare, manufacturing, automotive, aerospace, and home automation. Sensors enable automated processes, monitor systems in real-time, and collect data for analysis, leading to increased efficiency and productivity.
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    Usese Of sensorIn Medical Sector Diagnostics: Sensors are used in medical devices to diagnose various conditions and monitor patient health. Treatment: Sensors are incorporated into surgical tools and gadgets for precise measurements and interventions. Wearables: Sensors in wearable devices track physiological param like heart rate, activity levels, and sleep patterns. .
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    Uses Of sensorIn Automative Sector Safety: Sensors are used for anti-lock braking systems (ABS), airbag deployment, and parking assist systems. Real-time Data: Sensors provide real-time data on vehicle performance and engine parameters. Autonomous Driving: Sensors are crucial for autonomous vehicles, enabling them to perceive and navigate their surroundings.
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    In robotics, anactuator is a device that converts energy into mechanical motion, essentially acting as the "muscle" of the robot. It's responsible for moving the robot's joints, arms, wheels, or other parts, allowing the robot to interact with its environment. Actuators can be powered by various energy sources like electricity, hydraulics, or pneumatics. ACUTATORS
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    More Detail ExplanatoionOn The Characteristic-: 1. Type of Motion: Linear: Move in a straight line, like a piston.Rotary: Spin or rotate, like a motor. 2. Energy Source: Electric: Use electrical energy, often fro motors or servos. Pneumatic: Use compressed air, often in cylinders. Hydraulic: Use pressurized fluids, like hydraulic pumps. 3. Force Output: Torque: The rotational force a rotary actuator produces. Force: The linear force a linear actuator can generate.
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    Key Characteristic OfAcutators Actuators in robots, the "muscles" of a robot, are devices that convert energy into motion, enabling robots to interact with their environment. Key characteristics include the type of motion (linear or rotary), energy source (electric, pneumatic, or hydraulic), and force output. Other important properties include speed, precision, and durability.
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    Classification Of Acutators CLASSIFICTIONOF ACUTATORS BY MOTION Linear motion Hydralic acutators CLASSIFICATION OF ACUTATORS BY ENERGY SOURCE Pneumatic Actuators Hydralic acutators Electric acutators Thermal acutators Mechanical Acutators Magnetic acutators
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    CLASSIFICTION OF ACUTATORSBY MOTION Linear motion Linear Actuators: Produce movement in a straight line (push and pull). Rotatory motion Produce movement in a circular path (rotation).
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    CLASSIFICATION OF ACUTATORSBY ENERGY SOURCE Hydralic acutators Use pressurized fluid (typically oil) to generate movement. Pneumatic Actuators Use compressed air to generate movement.
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    Thermal acutators Use thermalenergy to generate movement. Electric acutators Use electrical energy to generate movement.
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    Mechanical Acutators Use gears,levers, and other mechanical components to produce movement. Magnetic Acutators Use magnetic forces to generate movement.
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    Uses Of Acutators-: Actuatorsare versatile devices that convert energy into mechanical motion, enabling control and automation in numerous applications. They are used in robotics, industrial automation, aerospace, medical devices, and even smart homes. Acutators are used in following fields- Robots and automation Industrial automation many morE..
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    Industrial automation They areused in machinery and robotic systems for tasks like pressing, lifting, and positioning materials Robots and automation Actuators are essential for robotic movements and automation tasks like assembly line operations, material handling, and pick-and-place tasks.
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    CONTROLLER In robotics, acontroller is the brain and central command center of a robot, responsible for managing its movements, functions, and interactions with its environment. It interprets programming instructions, coordinates the robot's actions, and ensures it performs tasks according to its intended purpose
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    Key Characteristics OfControllers-: A key characteristic of a robot controller is its ability to process information and translate it into precise movements, enabling the robot to perform tasks autonomously or in response to external commands. This involves real-time data processing, algorithms, and potentially machine learning to make decisions and adapt to changing environments.
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    • Centralized Control: Robotcontrollers act as the central nervous system, integrating inputs from sensors, processing them, and outputting signals to actuators (motors, etc.) to control the robot's actions. • Real-time Processing: Controllers must process information and execute commands quickly, often in milliseconds, to ensure smooth and accurate movements. • Feedback Loop: Many robots operate using a feedback loop, where sensors provide information about the robot's environment and current state, which is then used to adjust the controller's output and maintain desired behavior, like balancing or navigating. • Autonomous Operation: Autonomous robots rely on their controllers to make decisions and react to the environment without direct human intervention. This may involve pattern recognition, path planning, and other decision- making process..
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    CLASSIFICATION OF CONTROLLER-: BasedOn Control Methods Point-to-point Control Continuous Path Control: Controlled-path Robots Hierarchical Control: Low-level Control Interaction Strategy Level:. Supervisory Level:
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    Based On ControlMethods •Point-to-Point Control: Robots move between programmed points, with the controller calculating the path between them. •Continuous Path Control: The robot follows a pre-defined path, with the controller maintaining control of the entire motion via closed-loop feedback. •Controlled-Path Robots: These robots can generate complex paths with high precision, suitable for applications requiring accurate and intricate movements
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    Hierarchical Control: • Low-LevelControl: • Focuses on physical interaction, ensuring the robot's actuators and sensors operate correctly. • Interaction Strategy Level: • Defines the sequence of physical actions over time, dictating how the robot interacts with its environment. • Supervisory Level: • Manages higher-level tasks and parameters, adapting to changing conditions and goals.
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    Uses Of Controllers Controllersare essential for robots, functioning as their "brains" by interpreting programming and directing their actions. They manage movements, process sensor data, and enable robots to interact with their environment and other systems.
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    •Movement and control: Controllerstranslate programming into precise movements, controlling the robot's arm, end-effector, and other actuators. They manage torque, velocity, and positioning, ensuring accurate execution of tasks. •Data processing and decision-making: Controllers process information from sensors, enabling the robot to make decisions and respond to its surroundings. They can handle tasks ranging from simple motor control to complex decision-making processes. •Interface and communication: Controllers act as a bridge between the robot and other devices, including sensors, external systems, and even other robots. They manage communication and ensure data flow between different components.
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    conclusion In an AIproject focusing on gears, actuators, sensors, and controllers, the conclusion typically highlights the successful integration of these components, showcasing how AI can enhance their performance and functionality. This integration enables intelligent systems that can react to real-time data, make autonomous decisions, and optimize various processes, ultimately leading to more efficient and reliable systems.
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