The document discusses the design and development of an omnidirectional mobile robot that can be controlled via a mobile phone. Key points:
- It uses 4 custom-made mecanum wheels with 9 rollers each to allow omnidirectional movement. Motors power each wheel separately.
- A Bluetooth module connects the robot to a mobile phone for remote control. The robot can move in any direction without changing its heading.
- The design was tested and the robot moved smoothly on flat surfaces but had issues on rough surfaces due to 3D printed wheels. Adding sensors could enable surveillance functions.
Rocker bogie mechanism (mars rover) final year mini project final review paper BIRENDRA KUMAR PANDIT
The Rocker-Bogie Mobility system was designed to be used at slow speeds. It is capable of
overcoming obstacles that are on the order of the size of a wheel. However, when surmounting a
sizable obstacle, the vehicles motion effectively stops while the front wheel climbs the obstacle.
When operating at low speed (greater than 10cm/second), dynamic shocks are minimized when
this happens. For many future planetary missions, rovers will have to operate at human level
speeds (~1m/second). Shocks resulting from the impact of the front wheel against an obstacle
could damage the payload or the vehicle. This paper describes a method of driving a rockerbogie vehicle so that it can effectively step over most obstacles rather than impacting and
climbing over them. Most of the benefits of this method can be achieved without any
mechanical modification to existing designs – only a change in control strategy. Some
mechanical changes are suggested to gather the maximum benefit and to greatly increase the
effective operating speed of future rovers.
IRJET- Review on Hyper Maneuverable Multi-Functional RobotIRJET Journal
This document reviews research on a proposed hyper maneuverable multi-functional robot. It would use mecanum wheels for omni-directional movement and a jointed robotic arm for multiple functions. The arm would be controlled in real-time using sensors on the human arm to detect gestures and movements. The document provides background on mecanum wheels, reviews previous research on related topics, and proposes using accelerometers, gyroscopes and hall-effect sensors on the human arm to control the robot arm.
IRJET- Review on Rover with Rocker-Bogie Linkage Mounted with Ultrasonic Sens...IRJET Journal
This document describes a rover designed with a rocker-bogie linkage suspension system and equipped with an ultrasonic sensor and Bluetooth module powered by solar energy. The rocker-bogie system, inspired by NASA designs, allows the six-wheeled rover to traverse uneven terrain by keeping all wheels in contact with the ground. An Arduino board controls the motors and ultrasonic sensor for navigation via commands from a Bluetooth module. The goal is to create an affordable rover capable of moving across multiple terrains using an efficient suspension system.
The document presents a project synopsis for a fuzzy-based self-transforming robot. It discusses how the robot can transform its shape according to obstacles in its path using a fuzzy logic system. Extensive simulations were carried out to validate the fuzzy system's performance. The robot is intended to navigate rough terrain and unpredictable environments. It reviews previous related work on shape-shifting robots and modular robots. The objectives are to develop the robot's mechanical structure and control system to achieve various locomotion modes. Advantages include adaptation and robustness, while a disadvantage is reduced performance compared to task-specific robots. Potential applications include construction, exploration, search and rescue.
The document describes a student robotics project to design and test a remote-controlled robot capable of performing tasks required to build a colony on Mars, such as navigating obstacles and picking up building materials. The robot was tested in a mock Martian terrain containing obstacles and items to pick up. While the robot could navigate the terrain and pick up an item, it struggled to accurately drop off the item at the destination. The document discusses improvements that could enhance the robot's ability to complete the required tasks.
Development of An Omniwheel-based Holonomoic Robot Platform for Rough TerrainHillary Green
In this paper, an ongoing effort to develop a robust omnidirectional robotic platform for outdoor operation on non-smooth surfaces is presented. The design of an off-road, low-cost omniwheel is presented along with a suspension system that will allow the platform to traverse rough terrain. A control architecture based on the open-source Robotic Operating System (ROS) is also provided.
The document discusses the rocker-bogie suspension system, which was developed by NASA and JPL for use in space exploration rovers. It has since been used successfully on Mars rovers like Pathfinder, Spirit, Opportunity and Curiosity. The system allows rovers to climb over obstacles nearly twice the wheel diameter. It works by allowing independent wheel motion through linked rocker arms and bogies. The study aims to analyze if this system could benefit heavy loading vehicles on Earth by improving efficiency and reducing maintenance costs over conventional suspensions. It details the mechanics and modeling of the rocker-bogie system and shows how it allows stable, balanced motion over rough terrain at slower speeds.
Rocker bogie mechanism (mars rover) final year mini project final review paper BIRENDRA KUMAR PANDIT
The Rocker-Bogie Mobility system was designed to be used at slow speeds. It is capable of
overcoming obstacles that are on the order of the size of a wheel. However, when surmounting a
sizable obstacle, the vehicles motion effectively stops while the front wheel climbs the obstacle.
When operating at low speed (greater than 10cm/second), dynamic shocks are minimized when
this happens. For many future planetary missions, rovers will have to operate at human level
speeds (~1m/second). Shocks resulting from the impact of the front wheel against an obstacle
could damage the payload or the vehicle. This paper describes a method of driving a rockerbogie vehicle so that it can effectively step over most obstacles rather than impacting and
climbing over them. Most of the benefits of this method can be achieved without any
mechanical modification to existing designs – only a change in control strategy. Some
mechanical changes are suggested to gather the maximum benefit and to greatly increase the
effective operating speed of future rovers.
IRJET- Review on Hyper Maneuverable Multi-Functional RobotIRJET Journal
This document reviews research on a proposed hyper maneuverable multi-functional robot. It would use mecanum wheels for omni-directional movement and a jointed robotic arm for multiple functions. The arm would be controlled in real-time using sensors on the human arm to detect gestures and movements. The document provides background on mecanum wheels, reviews previous research on related topics, and proposes using accelerometers, gyroscopes and hall-effect sensors on the human arm to control the robot arm.
IRJET- Review on Rover with Rocker-Bogie Linkage Mounted with Ultrasonic Sens...IRJET Journal
This document describes a rover designed with a rocker-bogie linkage suspension system and equipped with an ultrasonic sensor and Bluetooth module powered by solar energy. The rocker-bogie system, inspired by NASA designs, allows the six-wheeled rover to traverse uneven terrain by keeping all wheels in contact with the ground. An Arduino board controls the motors and ultrasonic sensor for navigation via commands from a Bluetooth module. The goal is to create an affordable rover capable of moving across multiple terrains using an efficient suspension system.
The document presents a project synopsis for a fuzzy-based self-transforming robot. It discusses how the robot can transform its shape according to obstacles in its path using a fuzzy logic system. Extensive simulations were carried out to validate the fuzzy system's performance. The robot is intended to navigate rough terrain and unpredictable environments. It reviews previous related work on shape-shifting robots and modular robots. The objectives are to develop the robot's mechanical structure and control system to achieve various locomotion modes. Advantages include adaptation and robustness, while a disadvantage is reduced performance compared to task-specific robots. Potential applications include construction, exploration, search and rescue.
The document describes a student robotics project to design and test a remote-controlled robot capable of performing tasks required to build a colony on Mars, such as navigating obstacles and picking up building materials. The robot was tested in a mock Martian terrain containing obstacles and items to pick up. While the robot could navigate the terrain and pick up an item, it struggled to accurately drop off the item at the destination. The document discusses improvements that could enhance the robot's ability to complete the required tasks.
Development of An Omniwheel-based Holonomoic Robot Platform for Rough TerrainHillary Green
In this paper, an ongoing effort to develop a robust omnidirectional robotic platform for outdoor operation on non-smooth surfaces is presented. The design of an off-road, low-cost omniwheel is presented along with a suspension system that will allow the platform to traverse rough terrain. A control architecture based on the open-source Robotic Operating System (ROS) is also provided.
The document discusses the rocker-bogie suspension system, which was developed by NASA and JPL for use in space exploration rovers. It has since been used successfully on Mars rovers like Pathfinder, Spirit, Opportunity and Curiosity. The system allows rovers to climb over obstacles nearly twice the wheel diameter. It works by allowing independent wheel motion through linked rocker arms and bogies. The study aims to analyze if this system could benefit heavy loading vehicles on Earth by improving efficiency and reducing maintenance costs over conventional suspensions. It details the mechanics and modeling of the rocker-bogie system and shows how it allows stable, balanced motion over rough terrain at slower speeds.
IRJET- Design and Fabrication of Rocker Bogie Mechanism using Solar EnergyIRJET Journal
1. The document describes the design and fabrication of a rocker bogie mechanism using solar energy. It discusses the history and design of various planetary rovers that use rocker bogie and other suspension systems.
2. The researchers designed a new rocker bogie mechanism with a double-lambda configuration that allows for higher speeds over rough terrain while maintaining obstacle clearance. They used structural synthesis methods to design and analyze the mechanism.
3. The rover is powered by solar energy through the use of a solar tracking system. It is intended to be a lower-cost alternative to existing rocker bogie rovers while improving traversal speed for exploration.
The document describes the design of a slider-crank leg mechanism for a mobile hopping robotic platform. The mechanism uses a slider-crank mechanism to convert continuous motor rotation into piston motion, which impacts the ground to generate hopping locomotion. A mechanical clutch trigger mechanism was developed to control the impact timing and maintain a constant transmission angle for repeated hopping. Dynamic analysis was performed to determine the optimal position of the clutch trigger mechanism to maximize hopping height. Experimental validation was conducted, and future work on a two degree-of-freedom leg design is proposed.
IRJET- Design and Fabrication of Multi Legged RobotIRJET Journal
1. Students designed and fabricated an eight-legged walking robot based on the Klann linkage mechanism to test new walking algorithms.
2. The Klann mechanism converts rotary motion of a crank into linear movement of the leg, simulating an animal's gait. Two linkages are coupled 180 degrees out of phase to allow the robot to walk.
3. An analysis of the robot and leg mechanisms was performed using ANSYS software to evaluate stresses, deformations, and fatigue over time. The results provide data to optimize the robot's design qualities and walking performance.
Design and analysis of spider robot used as agricultural sprayerYuvraj Pather
8-legged walking spider robot based on klann mechanism capable of walking on uneven terrain. The robot is mounted with a mini sprayer which can be used for agricultural spraying.
This project thesis is made by a group of mechanical engineering students as a final semester project.The project thesis data is collected by referring many other project work data and research papers which are easily available online some of them we also mention in the reference chapter.
***We are uploading this thesis as a refrence to other students and interested personnel's so it will be helpful for them. We don't have any intention of provoking any one.***
We work very hard for completing this thesis and will be very happy if anyone wants to continue on this project and make it more advanced.
Contact details are provided at the end of the thesis feel free to ask related to the project. Peace
“Rover - Remote Operated Vehicle for Extraction and Reconnaissance”IOSR Journals
This document describes the design of a remote-operated rover vehicle intended for extraction and reconnaissance purposes. The rover uses a differential drive mechanism, inspired by army tanks, to move forward, backward, and turn. It also includes a crane arm with jaws that is controlled by four motors to grab and lift objects. A camera is installed on the front of the rover to record video for surveillance and reconnaissance. The design was created using Pro-Engineering software and is intended to help astronauts perform research on other planets by taking soil samples and surveying terrain remotely. Applications mentioned include use in space industries, military surveillance, factories, and performing tasks more efficiently than walking on foot.
AN ERGONOMIC STUDY OF BACKHOE LOADER BY MAKING IT DIFFERENTIAL DRIVEIOSR Journals
This paper is written out of a concern. We noticed that if we make Backhoe loader differential drive, remote
control we can increase its productivity and driver can work without being vulnerable while working over uneven
terrain, places such as landslide and earthquake affected region. We were inspired by same steering
mechanism which is being used in tanks used by army. In this model driver does not have to sit in cabin
instead he can operate it from safe distance. We performed some test on a prototype of backhoe loader
performing differential drive mechanism and result were positive. This research paper helps in research into
the zero accident vision. This research work comes under category ERGONOMICS: study of man and machine relationship.
Overview of different techniques utilized in designing of a legged robotNikhil Koli
This document discusses techniques for designing legged robots. It begins with an overview of legged robots and their advantages over wheeled robots for traversing uneven terrain. Various techniques are then discussed for optimizing linkages, reducing jerk, and enabling navigation. Methods for estimating key parameters like foot profile, linkage dimensions, and gaits are also presented. These include using gear systems, iterative trials, kinematics equations, geometric ratios, time chains, and complex algorithms. The document concludes with a discussion of analysis techniques like force analysis and identifying instant centers of rotation to aid in dimensional analysis.
DESIGN OF A DIFFERENTIAL DRIVE MOBILE ROBOT PLATFORM FOR USE IN CONSTRAINED E...ijiert bestjournal
This document summarizes the design of a differential drive mobile robot platform intended for use in constrained environments. The robot is designed with a rectangular frame, two driving wheels in front powered independently by DC motors, and two rear caster wheels for stability. Sensors including infrared and ultrasonic are included for obstacle avoidance. The kinematic analysis of the differential drive system is presented, relating the wheel velocities to the robot's linear and angular velocities. CAD models and specifications of the robot components are provided. The goal of the design is to create a low-cost, versatile platform that can operate in confined spaces like hospitals or warehouses.
This document provides an overview of robotics, including definitions, applications, and locomotion systems. It defines robotics as a field that combines mechanical, electrical, electronics, and computer science engineering to mimic human characteristics. Common robot applications mentioned include industrial machines, home appliances, and toys. The document also describes various locomotion systems such as differential drive (the most common), Ackerman drive, articulated drive, synchronous drive, and pivot drive. It provides diagrams to illustrate how each system allows for movement and turning.
Wheeled robots are often utilized for various remote sensing and telerobotic applications because of their ability to navigate through dynamic environments, mostly under the partial control of a human operator. To make these robots capable to traverse through terrains of rough and uneven topography, their driving mechanisms and controllers must be very efficient at producing and controlling large mechanical power with great precision in real-time, however small the robot may be. This paper discusses an approach for designing a quad-wheeled robot, which is wirelessly controlled with a personal computer (PC) by medium-range radio frequency (RF) transceiver, to navigate through unpaved paths with little or no difficulty. An efficient servo-controlled Ackerman steering mechanism and a high-torque driving power-train were developed. The robot’s controller is programmed to receive and respond to RF control signals from the PC to perform the desired motions. The dynamics of the robot’s drivetrain is modeled and analyzed on MATLAB to predict its performances. The robot was tested on various topographies to determine its physical capabilities. Results show that the robot is capable of non-holonomically constrained motions on rough and uneven terrains.
Smart Terrain Adaptive Robotic Suspension System (S.T.A.R.S.S)IRJET Journal
This document describes the design of a smart terrain adaptive robotic suspension system (S.T.A.R.S.S.) that aims to maintain a nearly horizontal chassis over various terrains. The suspension uses a modified parallel four-bar linkage mechanism and active control via an IMU, microcontroller, and servo motors. Kinematic and structural analyses were performed on the linkage design in simulation software. A prototype was built and tested on an undulating surface track while monitoring chassis attitude. Multiple tests resulted in code improvements and fulfillment of the objective of stabilizing the chassis.
This document discusses mobile robot vehicles and provides several examples of different types of mobile robot platforms. It covers key concepts related to mobility including configuration space, task space, degrees of freedom, and actuation. Examples discussed include trains, hovercrafts, helicopters, fixed-wing aircraft, underwater robots, and cars. Each example describes the robot's configuration space, degrees of freedom, actuation, and task space. The document aims to explain the basic issues involved in programming robots to perform tasks by analyzing different types of mobile robot platforms and their mobility characteristics.
Design, Modification and Manufacturing of a Stair Climbing VehicleRaian Nur Islam
A ‘STAIR CLIMBING VEHICLE’ that is designed by following the mechanism of a Shrimp Rover Model of EPFL (Swiss Federal Institute of Technology Lausanne), Switzerland) described in this paper. This stair climbing vehicle is able to climb stairs, move on flat and rough surfaces. Here, we have detailed the designing and manufacturing of such kind of vehicle. Along with building a well-functioning prototype, experimental demonstration has been done with the final construction and the result recorded is very promising.
Check the link below to get the 3D CAD model of this project for FREE
https://grabcad.com/library/shrimp-rover-1
An introduction to robotics classification, kinematics and hardwareNikhil Shrivas
Introduction to robots, classification of robots, Kinematics of robot manipulator, Introduction to a mobile robot, kinematics of mobile robot, sensors used in robots, microcontrollers for robots
A Rubbertuator-Based Structure-Climbing Inspection RobotNathan Mathis
This document describes the design and control of ROBIN, a structure-climbing inspection robot capable of climbing man-made structures like bridges and buildings. ROBIN uses pneumatic muscles called Rubbertuators for actuation and vacuum fixtures for attachment. It has a modular, articulated leg design with four degrees of freedom that allows it to walk, transition between surfaces, and step over obstacles. ROBIN is controlled by a network of microcontrollers implementing a subsumption architecture and is one of few climbing robots capable of both internal and external surface transitions.
This document discusses the design and fabrication of a rocker-bogie mechanism. It begins with an introduction that describes how the rocker-bogie system was designed for slow speeds to overcome obstacles up to the size of its wheels. It then provides more details on the rocker-bogie mechanism, including its idea and application using a two-wheeled rocker arm and bogie connection to allow the rover to climb obstacles. The document outlines the parts that need to be fabricated for the mechanism and lists potential future uses including lunar and terrain exploration and vehicular suspension. It concludes with thanking the reader.
This document summarizes a research paper that proposes a new vibration propulsion system for powering a small mobile robot. The system uses two counter-rotating eccentric masses, similar to the Dean drive, to excite an oscillating inner frame attached to an outer frame by springs. Wheels on the outer frame can be driven forward due to inertial and friction forces generated by the oscillating system. The document presents the dynamic model of the system and derives the governing differential equation. Experimental testing showed the system could successfully propel a robot vehicle and generate a maximum towing force of 8.5N while weighing 25N itself. Further improvements to increase propulsion are recommended.
Slide show demonstrating pick and place robot and its parts.
Also effects are implanted in the slide.
It can be helpful for students for academic projects.
The document summarizes 3 research projects conducted by the author:
1. Independent research designing an improved modular robot called 360botG2 with enhanced mobility for exploration tasks. Prototypes were fabricated with 3D printing to reduce costs.
2. Designing a clearing device for a power line maintenance robot to remove hazardous entanglements. The developed device uses heating and blade tools controlled by a lifting mechanism. Experiments demonstrated its effectiveness.
3. As an undergraduate, designing and building a novel self-reconfigurable modular robot called 360bot with independent rotational mobility of each module. Prototypes were tested and a journal paper was published on this first robot design.
Design and Analysis of Articulated Inspection Arm of RobotIJTET Journal
Nowadays Robot play a vital role in all the activities in human life including industrial needs. There is a definite trend in the manufacture of robotic arms toward more dexterous devices, more degrees of-Freedom, and capabilities beyond the human arm. The ultimate objective is to save human lives in addition to increasing productivity and quality of high technology work environments. The objective of this project is to design, analysis of a Generic articulated robot Arm. This project deals with the modeling of a special class of single-link articulated inspection arms of robot. These arms consist of flexible massless structures having some masses concentrated at certain points of hollow sections at the beam. Some aspects of the articulated Robot that are anticipated as useful are its small cross section and its projected ability to change elevation and maneuver over obstacle require large joint torque to weight ratios for joint actuation. A knuckle joint actions actuation scheme is described and its implementation is detailed in this project. The parts of the (AIA) arm are analyzed for deflection and stress concentration under loading conditions in different angles.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
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IRJET- Design and Fabrication of Rocker Bogie Mechanism using Solar EnergyIRJET Journal
1. The document describes the design and fabrication of a rocker bogie mechanism using solar energy. It discusses the history and design of various planetary rovers that use rocker bogie and other suspension systems.
2. The researchers designed a new rocker bogie mechanism with a double-lambda configuration that allows for higher speeds over rough terrain while maintaining obstacle clearance. They used structural synthesis methods to design and analyze the mechanism.
3. The rover is powered by solar energy through the use of a solar tracking system. It is intended to be a lower-cost alternative to existing rocker bogie rovers while improving traversal speed for exploration.
The document describes the design of a slider-crank leg mechanism for a mobile hopping robotic platform. The mechanism uses a slider-crank mechanism to convert continuous motor rotation into piston motion, which impacts the ground to generate hopping locomotion. A mechanical clutch trigger mechanism was developed to control the impact timing and maintain a constant transmission angle for repeated hopping. Dynamic analysis was performed to determine the optimal position of the clutch trigger mechanism to maximize hopping height. Experimental validation was conducted, and future work on a two degree-of-freedom leg design is proposed.
IRJET- Design and Fabrication of Multi Legged RobotIRJET Journal
1. Students designed and fabricated an eight-legged walking robot based on the Klann linkage mechanism to test new walking algorithms.
2. The Klann mechanism converts rotary motion of a crank into linear movement of the leg, simulating an animal's gait. Two linkages are coupled 180 degrees out of phase to allow the robot to walk.
3. An analysis of the robot and leg mechanisms was performed using ANSYS software to evaluate stresses, deformations, and fatigue over time. The results provide data to optimize the robot's design qualities and walking performance.
Design and analysis of spider robot used as agricultural sprayerYuvraj Pather
8-legged walking spider robot based on klann mechanism capable of walking on uneven terrain. The robot is mounted with a mini sprayer which can be used for agricultural spraying.
This project thesis is made by a group of mechanical engineering students as a final semester project.The project thesis data is collected by referring many other project work data and research papers which are easily available online some of them we also mention in the reference chapter.
***We are uploading this thesis as a refrence to other students and interested personnel's so it will be helpful for them. We don't have any intention of provoking any one.***
We work very hard for completing this thesis and will be very happy if anyone wants to continue on this project and make it more advanced.
Contact details are provided at the end of the thesis feel free to ask related to the project. Peace
“Rover - Remote Operated Vehicle for Extraction and Reconnaissance”IOSR Journals
This document describes the design of a remote-operated rover vehicle intended for extraction and reconnaissance purposes. The rover uses a differential drive mechanism, inspired by army tanks, to move forward, backward, and turn. It also includes a crane arm with jaws that is controlled by four motors to grab and lift objects. A camera is installed on the front of the rover to record video for surveillance and reconnaissance. The design was created using Pro-Engineering software and is intended to help astronauts perform research on other planets by taking soil samples and surveying terrain remotely. Applications mentioned include use in space industries, military surveillance, factories, and performing tasks more efficiently than walking on foot.
AN ERGONOMIC STUDY OF BACKHOE LOADER BY MAKING IT DIFFERENTIAL DRIVEIOSR Journals
This paper is written out of a concern. We noticed that if we make Backhoe loader differential drive, remote
control we can increase its productivity and driver can work without being vulnerable while working over uneven
terrain, places such as landslide and earthquake affected region. We were inspired by same steering
mechanism which is being used in tanks used by army. In this model driver does not have to sit in cabin
instead he can operate it from safe distance. We performed some test on a prototype of backhoe loader
performing differential drive mechanism and result were positive. This research paper helps in research into
the zero accident vision. This research work comes under category ERGONOMICS: study of man and machine relationship.
Overview of different techniques utilized in designing of a legged robotNikhil Koli
This document discusses techniques for designing legged robots. It begins with an overview of legged robots and their advantages over wheeled robots for traversing uneven terrain. Various techniques are then discussed for optimizing linkages, reducing jerk, and enabling navigation. Methods for estimating key parameters like foot profile, linkage dimensions, and gaits are also presented. These include using gear systems, iterative trials, kinematics equations, geometric ratios, time chains, and complex algorithms. The document concludes with a discussion of analysis techniques like force analysis and identifying instant centers of rotation to aid in dimensional analysis.
DESIGN OF A DIFFERENTIAL DRIVE MOBILE ROBOT PLATFORM FOR USE IN CONSTRAINED E...ijiert bestjournal
This document summarizes the design of a differential drive mobile robot platform intended for use in constrained environments. The robot is designed with a rectangular frame, two driving wheels in front powered independently by DC motors, and two rear caster wheels for stability. Sensors including infrared and ultrasonic are included for obstacle avoidance. The kinematic analysis of the differential drive system is presented, relating the wheel velocities to the robot's linear and angular velocities. CAD models and specifications of the robot components are provided. The goal of the design is to create a low-cost, versatile platform that can operate in confined spaces like hospitals or warehouses.
This document provides an overview of robotics, including definitions, applications, and locomotion systems. It defines robotics as a field that combines mechanical, electrical, electronics, and computer science engineering to mimic human characteristics. Common robot applications mentioned include industrial machines, home appliances, and toys. The document also describes various locomotion systems such as differential drive (the most common), Ackerman drive, articulated drive, synchronous drive, and pivot drive. It provides diagrams to illustrate how each system allows for movement and turning.
Wheeled robots are often utilized for various remote sensing and telerobotic applications because of their ability to navigate through dynamic environments, mostly under the partial control of a human operator. To make these robots capable to traverse through terrains of rough and uneven topography, their driving mechanisms and controllers must be very efficient at producing and controlling large mechanical power with great precision in real-time, however small the robot may be. This paper discusses an approach for designing a quad-wheeled robot, which is wirelessly controlled with a personal computer (PC) by medium-range radio frequency (RF) transceiver, to navigate through unpaved paths with little or no difficulty. An efficient servo-controlled Ackerman steering mechanism and a high-torque driving power-train were developed. The robot’s controller is programmed to receive and respond to RF control signals from the PC to perform the desired motions. The dynamics of the robot’s drivetrain is modeled and analyzed on MATLAB to predict its performances. The robot was tested on various topographies to determine its physical capabilities. Results show that the robot is capable of non-holonomically constrained motions on rough and uneven terrains.
Smart Terrain Adaptive Robotic Suspension System (S.T.A.R.S.S)IRJET Journal
This document describes the design of a smart terrain adaptive robotic suspension system (S.T.A.R.S.S.) that aims to maintain a nearly horizontal chassis over various terrains. The suspension uses a modified parallel four-bar linkage mechanism and active control via an IMU, microcontroller, and servo motors. Kinematic and structural analyses were performed on the linkage design in simulation software. A prototype was built and tested on an undulating surface track while monitoring chassis attitude. Multiple tests resulted in code improvements and fulfillment of the objective of stabilizing the chassis.
This document discusses mobile robot vehicles and provides several examples of different types of mobile robot platforms. It covers key concepts related to mobility including configuration space, task space, degrees of freedom, and actuation. Examples discussed include trains, hovercrafts, helicopters, fixed-wing aircraft, underwater robots, and cars. Each example describes the robot's configuration space, degrees of freedom, actuation, and task space. The document aims to explain the basic issues involved in programming robots to perform tasks by analyzing different types of mobile robot platforms and their mobility characteristics.
Design, Modification and Manufacturing of a Stair Climbing VehicleRaian Nur Islam
A ‘STAIR CLIMBING VEHICLE’ that is designed by following the mechanism of a Shrimp Rover Model of EPFL (Swiss Federal Institute of Technology Lausanne), Switzerland) described in this paper. This stair climbing vehicle is able to climb stairs, move on flat and rough surfaces. Here, we have detailed the designing and manufacturing of such kind of vehicle. Along with building a well-functioning prototype, experimental demonstration has been done with the final construction and the result recorded is very promising.
Check the link below to get the 3D CAD model of this project for FREE
https://grabcad.com/library/shrimp-rover-1
An introduction to robotics classification, kinematics and hardwareNikhil Shrivas
Introduction to robots, classification of robots, Kinematics of robot manipulator, Introduction to a mobile robot, kinematics of mobile robot, sensors used in robots, microcontrollers for robots
A Rubbertuator-Based Structure-Climbing Inspection RobotNathan Mathis
This document describes the design and control of ROBIN, a structure-climbing inspection robot capable of climbing man-made structures like bridges and buildings. ROBIN uses pneumatic muscles called Rubbertuators for actuation and vacuum fixtures for attachment. It has a modular, articulated leg design with four degrees of freedom that allows it to walk, transition between surfaces, and step over obstacles. ROBIN is controlled by a network of microcontrollers implementing a subsumption architecture and is one of few climbing robots capable of both internal and external surface transitions.
This document discusses the design and fabrication of a rocker-bogie mechanism. It begins with an introduction that describes how the rocker-bogie system was designed for slow speeds to overcome obstacles up to the size of its wheels. It then provides more details on the rocker-bogie mechanism, including its idea and application using a two-wheeled rocker arm and bogie connection to allow the rover to climb obstacles. The document outlines the parts that need to be fabricated for the mechanism and lists potential future uses including lunar and terrain exploration and vehicular suspension. It concludes with thanking the reader.
This document summarizes a research paper that proposes a new vibration propulsion system for powering a small mobile robot. The system uses two counter-rotating eccentric masses, similar to the Dean drive, to excite an oscillating inner frame attached to an outer frame by springs. Wheels on the outer frame can be driven forward due to inertial and friction forces generated by the oscillating system. The document presents the dynamic model of the system and derives the governing differential equation. Experimental testing showed the system could successfully propel a robot vehicle and generate a maximum towing force of 8.5N while weighing 25N itself. Further improvements to increase propulsion are recommended.
Slide show demonstrating pick and place robot and its parts.
Also effects are implanted in the slide.
It can be helpful for students for academic projects.
The document summarizes 3 research projects conducted by the author:
1. Independent research designing an improved modular robot called 360botG2 with enhanced mobility for exploration tasks. Prototypes were fabricated with 3D printing to reduce costs.
2. Designing a clearing device for a power line maintenance robot to remove hazardous entanglements. The developed device uses heating and blade tools controlled by a lifting mechanism. Experiments demonstrated its effectiveness.
3. As an undergraduate, designing and building a novel self-reconfigurable modular robot called 360bot with independent rotational mobility of each module. Prototypes were tested and a journal paper was published on this first robot design.
Design and Analysis of Articulated Inspection Arm of RobotIJTET Journal
Nowadays Robot play a vital role in all the activities in human life including industrial needs. There is a definite trend in the manufacture of robotic arms toward more dexterous devices, more degrees of-Freedom, and capabilities beyond the human arm. The ultimate objective is to save human lives in addition to increasing productivity and quality of high technology work environments. The objective of this project is to design, analysis of a Generic articulated robot Arm. This project deals with the modeling of a special class of single-link articulated inspection arms of robot. These arms consist of flexible massless structures having some masses concentrated at certain points of hollow sections at the beam. Some aspects of the articulated Robot that are anticipated as useful are its small cross section and its projected ability to change elevation and maneuver over obstacle require large joint torque to weight ratios for joint actuation. A knuckle joint actions actuation scheme is described and its implementation is detailed in this project. The parts of the (AIA) arm are analyzed for deflection and stress concentration under loading conditions in different angles.
Similar to Vehicle-applicable robots controlled byMobile (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Applications of artificial Intelligence in Mechanical Engineering.pdfAtif Razi
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.
Build the Next Generation of Apps with the Einstein 1 Platform.
Rejoignez Philippe Ozil pour une session de workshops qui vous guidera à travers les détails de la plateforme Einstein 1, l'importance des données pour la création d'applications d'intelligence artificielle et les différents outils et technologies que Salesforce propose pour vous apporter tous les bénéfices de l'IA.
Digital Twins Computer Networking Paper Presentation.pptxaryanpankaj78
A Digital Twin in computer networking is a virtual representation of a physical network, used to simulate, analyze, and optimize network performance and reliability. It leverages real-time data to enhance network management, predict issues, and improve decision-making processes.
AI for Legal Research with applications, toolsmahaffeycheryld
AI applications in legal research include rapid document analysis, case law review, and statute interpretation. AI-powered tools can sift through vast legal databases to find relevant precedents and citations, enhancing research accuracy and speed. They assist in legal writing by drafting and proofreading documents. Predictive analytics help foresee case outcomes based on historical data, aiding in strategic decision-making. AI also automates routine tasks like contract review and due diligence, freeing up lawyers to focus on complex legal issues. These applications make legal research more efficient, cost-effective, and accessible.
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...PIMR BHOPAL
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.