The document is an industrial training report submitted by Aman Jaiswal to fulfill the requirements for a Bachelor of Technology degree. It includes a declaration, certificate, acknowledgement, abstract, and profile of Roboslog Pvt Ltd where the training took place. The report describes various training courses provided by Roboslog on topics like ARM, AVR, IoT, PCB design, 8051 microcontrollers, and Raspberry Pi. It also outlines projects completed during the internship, including an obstacle avoiding robot, NPK soil detection, smart air purifier, and WiFi quadcopter.
Project report on home automation using Arduino AMIT SANPUI
This document describes an Arduino-based home automation project using Bluetooth. The project aims to develop a system that allows household appliances to be remotely controlled from an Android smartphone. An Arduino board is interfaced with a Bluetooth module to receive ON/OFF commands sent from an Android app. Relays connected to the Arduino can then switch loads such as lights and fans. The system provides a low-cost way to remotely control appliances, especially benefiting elderly or disabled users.
PROJECT REPORT ON Home automation using by BluetoothAakashkumar276
This document summarizes a student project on developing a home automation system using an Arduino board and Bluetooth. The system allows users to control electrical appliances like fans and lights in their home remotely using an Android phone app. The app communicates with an Arduino Uno microcontroller via HC-05 Bluetooth module. The Arduino is connected to a 4-channel relay board to switch appliances on and off. The project aims to provide a low-cost solution for remote home control without needing physical switches or remote controls.
This document describes an obstacle avoiding car project created by Utkarsh Bingewar, Shubham Thakur, and Rupesh Rote, with guidance from their assistant professor Mrs. Varsha Nanaware. The car uses an ultrasonic sensor and Arduino board to detect obstacles and navigate around them. When an obstacle is detected, the Arduino controls the motors to turn the car left or right to avoid the obstacle. The obstacle avoiding car has applications in areas like surveillance, hazardous environments, and unmanned vehicle navigation.
This document is an obstacle avoiding car project report submitted by three students - Utkarsh Bingewar, Shubham Thakur, and Rupesh Rote - to partially fulfill their project requirements for a bachelor's degree in electronics and telecommunications engineering. The report describes the design and implementation of a robotic vehicle that uses an ultrasonic sensor and microcontroller to detect and avoid obstacles in its path by controlling two DC motors through a motor driver. Experimental results show the car is able to successfully detect and navigate around obstacles.
The document provides details about an internship project on PLC, SCADA and automation completed by Varun Kumar Raghav at Sofcon India Pvt. Ltd. It includes an acknowledgement, abstract, certificate of completion, table of contents and chapters covering company profile, introduction to automation, PLC programming and operation, SCADA software and applications. The internship helped provide hands-on experience with PLC and SCADA systems and their uses in industrial automation.
This was one of my Diploma in Engineering Projects.
It's a Voice controlled Home Automation System which works with the Internet. Which means you can control your home appliances from anywhere.
I did the Presentation for the Home Automation System. I was also one of the core team members who made it happen.
Here are the complete powerpoint slides.
Thank You
This is a project report on Smart Dustbin Using IOT Prepared By Lakshya Pandey, Second Year Electrical Engineering Student of Bipin Tripathi Kumaon Institute of Technology (BTKIT), Dwarahat
All Rights Reserved.
Project report on home automation using Arduino AMIT SANPUI
This document describes an Arduino-based home automation project using Bluetooth. The project aims to develop a system that allows household appliances to be remotely controlled from an Android smartphone. An Arduino board is interfaced with a Bluetooth module to receive ON/OFF commands sent from an Android app. Relays connected to the Arduino can then switch loads such as lights and fans. The system provides a low-cost way to remotely control appliances, especially benefiting elderly or disabled users.
PROJECT REPORT ON Home automation using by BluetoothAakashkumar276
This document summarizes a student project on developing a home automation system using an Arduino board and Bluetooth. The system allows users to control electrical appliances like fans and lights in their home remotely using an Android phone app. The app communicates with an Arduino Uno microcontroller via HC-05 Bluetooth module. The Arduino is connected to a 4-channel relay board to switch appliances on and off. The project aims to provide a low-cost solution for remote home control without needing physical switches or remote controls.
This document describes an obstacle avoiding car project created by Utkarsh Bingewar, Shubham Thakur, and Rupesh Rote, with guidance from their assistant professor Mrs. Varsha Nanaware. The car uses an ultrasonic sensor and Arduino board to detect obstacles and navigate around them. When an obstacle is detected, the Arduino controls the motors to turn the car left or right to avoid the obstacle. The obstacle avoiding car has applications in areas like surveillance, hazardous environments, and unmanned vehicle navigation.
This document is an obstacle avoiding car project report submitted by three students - Utkarsh Bingewar, Shubham Thakur, and Rupesh Rote - to partially fulfill their project requirements for a bachelor's degree in electronics and telecommunications engineering. The report describes the design and implementation of a robotic vehicle that uses an ultrasonic sensor and microcontroller to detect and avoid obstacles in its path by controlling two DC motors through a motor driver. Experimental results show the car is able to successfully detect and navigate around obstacles.
The document provides details about an internship project on PLC, SCADA and automation completed by Varun Kumar Raghav at Sofcon India Pvt. Ltd. It includes an acknowledgement, abstract, certificate of completion, table of contents and chapters covering company profile, introduction to automation, PLC programming and operation, SCADA software and applications. The internship helped provide hands-on experience with PLC and SCADA systems and their uses in industrial automation.
This was one of my Diploma in Engineering Projects.
It's a Voice controlled Home Automation System which works with the Internet. Which means you can control your home appliances from anywhere.
I did the Presentation for the Home Automation System. I was also one of the core team members who made it happen.
Here are the complete powerpoint slides.
Thank You
This is a project report on Smart Dustbin Using IOT Prepared By Lakshya Pandey, Second Year Electrical Engineering Student of Bipin Tripathi Kumaon Institute of Technology (BTKIT), Dwarahat
All Rights Reserved.
The purpose of this project is to control robot with an interface board of the Raspberry Pi, sensors and software to full fill real time requirement.
Controlling DC motors, different sensors, camera interfacing with raspberry Pi using GPIO pin.
Live streaming, Command the robot easily, sends data of different sensors which works automatically or control from anywhere at any time.
Design of the website and control page of robot is done using Java tools and HTML. This system works on IOT concept.
This will enable Raspberry Pi to be used for more robotic applications and cut down the cost for building an IOT Robot.
Vivek Kumar completed an industrial training at CRISP Bhopal from [DATE]. The training focused on Java programming including topics like the Java platform, installing Java, configuring variables, writing and running Java programs, packages, classes and objects, inheritance, variables and methods, modifiers and import statements, interfaces, working with classes, and integrated development environments. Vivek thanks his teacher Mr. Amrit Singh and the lab assistant for their guidance during the training.
This document describes how to build a Bluetooth controlled robot using an Arduino Uno board. The robot uses an HC-05 Bluetooth module to receive control commands from a mobile phone or PC app over Bluetooth. The Arduino controls two DC motors connected to wheels using an L293D motor driver IC. It receives Bluetooth commands and controls the motors accordingly to move the robot forward, backward, left or right.
This document outlines a student project to develop a low-cost home automation system using IoT. It discusses what IoT is and its applications such as smart homes. It then describes how the group will create a home automation system using a Raspberry Pi, sensors, and relays to control devices remotely via a smartphone app. Some key benefits are low-cost and flexibility, while disadvantages include potential reliability issues. The system is intended to help automate security, entertainment, and other functions in the home using an internet connection.
This document describes a project to build a voice-operated wheelchair for physically disabled persons. The objective is to design hardware for voice recognition and corresponding wheelchair actions. Group members include Mandar Jadhav, Mayuresh Todkar and Dayanand Patil, guided by Dr. V. Jayashree. The system is aimed to help those paralyzed below the neck or with quadriplegia. It will allow independent wheelchair movement through voice commands without need for personal assistance. The design uses a microphone, voice recognition IC, microcontroller, motor drivers and batteries to power DC motors for forward, reverse, left and right wheelchair movement.
The Smart Home Automation made by using Arduino and Cayenne as IoT middleware to control and monitor through a mobile app and the web from anywhere at anytime.
The system configured to send SMS and Email notification due to the reaction of smoke, temperature, magnetic door, PIR motion sensors.
The document provides information about an industrial training project completed by Sudeep Giri at Insulators and Electricals Ltd. It includes an acknowledgement, preface, and table of contents. The content covers topics like the company background, software used, automation, PLC components, programming languages, and a motor start/stop example. It aims to describe PLC programming through ladder logic based on the training received.
This document discusses automation and robotics. It covers the history and types of automation, benefits like increased productivity and quality, and disadvantages like high costs. It also discusses different types of automation technologies. For robotics, it discusses the history from Isaac Asimov's laws to modern robots. Applications of robotics include industries, military, agriculture, and assisting disabled people. Career opportunities in robotics are growing as the market expands. Key robot components discussed are sensors, actuators, motors, microcontrollers, and programming.
Floor cleaning robot report vatsal shah_ec_7th semVatsal N Shah
Households of today are becoming smarter and more automated. Home automation delivers convenience and creates more time for people. Domestic robots are entering the homes and people’s daily lives, but it is yet a relatively new and immature market. However, a growth is predicted and the adoption of domestic robots is evolving. Several robotic vacuum cleaners are available on the market but only few ones implement wet cleaning of floors. The purpose of this project is to design and implement a Vacuum Robot Autonomous and Manual via Phone Application. Vacuum Cleaner Robot is designed to make cleaning process become easier rather than by using manual vacuum. The main objective of this project is to design and implement a vacuum robot prototype by using Arduino Mega, Arduino Shield, LDR Sensor, Real Time Clock, Motor Shield L293D, Ultrasonic Sensor, and IR Sensor and to achieve the goal of this project. Vacuum Robot will have several criteria that are user-friendly.
Home automation allows controlling devices in one's home from a remote laptop or mobile device. The document discusses using an Arduino board connected to a GSM shield to control devices via SMS or phone calls. Relays connect devices to specific pins on the Arduino board to allow remote activation. Bluetooth enables phone communication. The system provides convenience, safety, and energy savings while controlling lights, appliances and more from anywhere.
IR BASED HOME AUTOMATION USING ARDUINO UNOMln Phaneendra
In this work, a remote controlled device is used to control 1 - 6 different single phase loads like Fans, Tube Lights and etc.,
This Automation can be operated up to a 30 feet of distance . Our work is based on Infra-Red(IR) technology and a simple Arduino Board(AB) using Printed Circuit Board(PCB).
The new designed circuit is more advantageous as it is portable, easy to carry and use.
The document describes a proposed automated wireless meter reading system. It would consist of meter reading retrieval units with microcontrollers and Zigbee transceivers attached to electricity meters. A wireless personal area network using Zigbee would transfer meter readings to a handheld device. This would allow readings to be collected remotely without manual inspection, reducing costs and errors. Digital meters would measure voltage, current and power consumption. Readings would be sent via Zigbee and stored on the handheld device for later transfer to a computer database. The system aims to make meter reading easier, more accurate and help utilities better manage electricity distribution.
The document discusses interfacing a stepper motor with an 8051 microcontroller. A stepper motor can divide a full rotation into discrete steps through energizing coils in different sequences. The stepper motor can be interfaced with an 8051 using an L293D motor driver connected to ports P1.0, P1.2, P1.3, and P1.4 of the 8051. Both full-step and half-step sequences are described for energizing the coils to precisely control the motor's position without feedback. Assembly and C code examples are provided to demonstrate clockwise and counterclockwise rotation of the stepper motor connected to the 8051.
Industrial Training Report on PLC & SCADAAman Jaiswal
The Most Used Guiding Force Behind An Automated Industrial Plant Is A "Programmable Logic Controller" Generally Known As A PLC. PLCs Along With Certain Other Necessary Ingredients Like Sensors, Motors, Actuators, Valves, Conveyors, Boilers, SCADA Systems, Computers & Many More, Makes A Real Automated Manufacturing Plant.
IRJET- IOT Dune Buggy –Control it from AnywhereIRJET Journal
This document describes an IOT dune buggy robot that can be controlled over the internet from anywhere in the world. The robot uses an Arduino microcontroller along with a WiFi module to connect to cloud services and receive commands sent through a mobile app. The objective is to reduce human efforts by allowing remote control and surveillance through the robot. The robot's architecture connects the Arduino, WiFi module and sensors to the cloud where commands are sent from an Android app to control the robot's movement and stream data from its sensors.
The purpose of this project is to control robot with an interface board of the Raspberry Pi, sensors and software to full fill real time requirement.
Controlling DC motors, different sensors, camera interfacing with raspberry Pi using GPIO pin.
Live streaming, Command the robot easily, sends data of different sensors which works automatically or control from anywhere at any time.
Design of the website and control page of robot is done using Java tools and HTML. This system works on IOT concept.
This will enable Raspberry Pi to be used for more robotic applications and cut down the cost for building an IOT Robot.
Vivek Kumar completed an industrial training at CRISP Bhopal from [DATE]. The training focused on Java programming including topics like the Java platform, installing Java, configuring variables, writing and running Java programs, packages, classes and objects, inheritance, variables and methods, modifiers and import statements, interfaces, working with classes, and integrated development environments. Vivek thanks his teacher Mr. Amrit Singh and the lab assistant for their guidance during the training.
This document describes how to build a Bluetooth controlled robot using an Arduino Uno board. The robot uses an HC-05 Bluetooth module to receive control commands from a mobile phone or PC app over Bluetooth. The Arduino controls two DC motors connected to wheels using an L293D motor driver IC. It receives Bluetooth commands and controls the motors accordingly to move the robot forward, backward, left or right.
This document outlines a student project to develop a low-cost home automation system using IoT. It discusses what IoT is and its applications such as smart homes. It then describes how the group will create a home automation system using a Raspberry Pi, sensors, and relays to control devices remotely via a smartphone app. Some key benefits are low-cost and flexibility, while disadvantages include potential reliability issues. The system is intended to help automate security, entertainment, and other functions in the home using an internet connection.
This document describes a project to build a voice-operated wheelchair for physically disabled persons. The objective is to design hardware for voice recognition and corresponding wheelchair actions. Group members include Mandar Jadhav, Mayuresh Todkar and Dayanand Patil, guided by Dr. V. Jayashree. The system is aimed to help those paralyzed below the neck or with quadriplegia. It will allow independent wheelchair movement through voice commands without need for personal assistance. The design uses a microphone, voice recognition IC, microcontroller, motor drivers and batteries to power DC motors for forward, reverse, left and right wheelchair movement.
The Smart Home Automation made by using Arduino and Cayenne as IoT middleware to control and monitor through a mobile app and the web from anywhere at anytime.
The system configured to send SMS and Email notification due to the reaction of smoke, temperature, magnetic door, PIR motion sensors.
The document provides information about an industrial training project completed by Sudeep Giri at Insulators and Electricals Ltd. It includes an acknowledgement, preface, and table of contents. The content covers topics like the company background, software used, automation, PLC components, programming languages, and a motor start/stop example. It aims to describe PLC programming through ladder logic based on the training received.
This document discusses automation and robotics. It covers the history and types of automation, benefits like increased productivity and quality, and disadvantages like high costs. It also discusses different types of automation technologies. For robotics, it discusses the history from Isaac Asimov's laws to modern robots. Applications of robotics include industries, military, agriculture, and assisting disabled people. Career opportunities in robotics are growing as the market expands. Key robot components discussed are sensors, actuators, motors, microcontrollers, and programming.
Floor cleaning robot report vatsal shah_ec_7th semVatsal N Shah
Households of today are becoming smarter and more automated. Home automation delivers convenience and creates more time for people. Domestic robots are entering the homes and people’s daily lives, but it is yet a relatively new and immature market. However, a growth is predicted and the adoption of domestic robots is evolving. Several robotic vacuum cleaners are available on the market but only few ones implement wet cleaning of floors. The purpose of this project is to design and implement a Vacuum Robot Autonomous and Manual via Phone Application. Vacuum Cleaner Robot is designed to make cleaning process become easier rather than by using manual vacuum. The main objective of this project is to design and implement a vacuum robot prototype by using Arduino Mega, Arduino Shield, LDR Sensor, Real Time Clock, Motor Shield L293D, Ultrasonic Sensor, and IR Sensor and to achieve the goal of this project. Vacuum Robot will have several criteria that are user-friendly.
Home automation allows controlling devices in one's home from a remote laptop or mobile device. The document discusses using an Arduino board connected to a GSM shield to control devices via SMS or phone calls. Relays connect devices to specific pins on the Arduino board to allow remote activation. Bluetooth enables phone communication. The system provides convenience, safety, and energy savings while controlling lights, appliances and more from anywhere.
IR BASED HOME AUTOMATION USING ARDUINO UNOMln Phaneendra
In this work, a remote controlled device is used to control 1 - 6 different single phase loads like Fans, Tube Lights and etc.,
This Automation can be operated up to a 30 feet of distance . Our work is based on Infra-Red(IR) technology and a simple Arduino Board(AB) using Printed Circuit Board(PCB).
The new designed circuit is more advantageous as it is portable, easy to carry and use.
The document describes a proposed automated wireless meter reading system. It would consist of meter reading retrieval units with microcontrollers and Zigbee transceivers attached to electricity meters. A wireless personal area network using Zigbee would transfer meter readings to a handheld device. This would allow readings to be collected remotely without manual inspection, reducing costs and errors. Digital meters would measure voltage, current and power consumption. Readings would be sent via Zigbee and stored on the handheld device for later transfer to a computer database. The system aims to make meter reading easier, more accurate and help utilities better manage electricity distribution.
The document discusses interfacing a stepper motor with an 8051 microcontroller. A stepper motor can divide a full rotation into discrete steps through energizing coils in different sequences. The stepper motor can be interfaced with an 8051 using an L293D motor driver connected to ports P1.0, P1.2, P1.3, and P1.4 of the 8051. Both full-step and half-step sequences are described for energizing the coils to precisely control the motor's position without feedback. Assembly and C code examples are provided to demonstrate clockwise and counterclockwise rotation of the stepper motor connected to the 8051.
Industrial Training Report on PLC & SCADAAman Jaiswal
The Most Used Guiding Force Behind An Automated Industrial Plant Is A "Programmable Logic Controller" Generally Known As A PLC. PLCs Along With Certain Other Necessary Ingredients Like Sensors, Motors, Actuators, Valves, Conveyors, Boilers, SCADA Systems, Computers & Many More, Makes A Real Automated Manufacturing Plant.
IRJET- IOT Dune Buggy –Control it from AnywhereIRJET Journal
This document describes an IOT dune buggy robot that can be controlled over the internet from anywhere in the world. The robot uses an Arduino microcontroller along with a WiFi module to connect to cloud services and receive commands sent through a mobile app. The objective is to reduce human efforts by allowing remote control and surveillance through the robot. The robot's architecture connects the Arduino, WiFi module and sensors to the cloud where commands are sent from an Android app to control the robot's movement and stream data from its sensors.
IRJET- IOT Dune Buggy –Control it from AnywhereIRJET Journal
This document describes an IOT dune buggy robot that can be controlled over the internet from anywhere in the world. The robot uses an Arduino microcontroller connected to a WiFi module to receive commands through a cloud service and move accordingly. An Android app is designed to allow the user to control the robot's movements and view its surroundings through a camera. The objectives are to reduce human efforts and time by allowing remote surveillance and control of the robot. Future applications could include using the robot for border surveillance or bomb disposal tasks in the military.
The document is a funding proposal from Cytron R&D (MSC) Sdn Bhd for their rero educational robotics kit project. The key points are:
1) Cytron is seeking 50% funding of RM506,942.50 for their 15 month project to develop rero kits to promote STEM education in Malaysia.
2) rero is a modular educational robotics construction kit that allows students to easily build and program different robot models.
3) The funding would be used to enhance rero controllers and software, develop new sensors and parts, and test and certify the commercial prototype.
4) Cytron believes rero can help address Malaysia's shortage of STEM
FZ Software House is submitting a business plan to develop and sell software products. Their flagship product is an automatic face recognition system that can detect faces, match them to a database, and automatically log attendance. The management team has experience in software development. They estimate startup costs of 51.45 million rupees and a sales forecast projecting total sales of 1.125 million rupees from January to June and 1.45 million rupees from July to December, as they expand their product line and customer base. They aim to compete on quality and affordable pricing.
Electronic Notice Board Using Raspberry Pi and Android PhoneBrijender k
This project is about displaying the text messages sent by the user from his/her android phone from a remote place and the message is displayed on LCD/LED screen in kiosk mode using Raspberry Pi. Android is we client and Raspberry Pi acts a web server
Invited for technology trend talk in University Teknikal Melaka, I presented some of the trend and technology that can be implemented for their final year project to promote employability. Presented the following topic:
1) Industry 4.0
2) Blockchan
3) AR and VR
4) Mobile app development (emphasize on creating project in React and Flutter)
5) Web development (emphasize on doing it using Javascript technology)
6) Machine Learning
7) IOT
8) Big Data
9) Cloud computing
10) Devops
This document proposes a virtual machine project for Eureka Design Co. It discusses establishing VR/MR technology to improve productivity, reduce customer validation time, and increase customer satisfaction. A short term plan within 1-1.5 years includes setting up an initial VR system for visualizing machine designs. A long term plan within 1.5-3 years expands the system with additional functionality, a dedicated visualization room, and integration with other departments. Potential system providers are identified that offer complete hardware and software solutions or individual tracking and navigation components. The proposal seeks budget approval to begin the project.
This document summarizes a thesis project on developing a next generation home service robot. The robot was designed to perform multiple functions including vacuum cleaning, coffee making, and home surveillance. It uses low cost materials and an Android app for remote control. The robot navigation is enabled through an Arduino mega and two motorized wheels. Various sensors are used to allow autonomous vacuum cleaning and motion detection for surveillance. The project aims to build an affordable multi-functional home robot to assist with daily tasks and improve quality of life.
November 2019 Entrepreneur India Monthly Magazine
Entrepreneur India, a monthly magazine published by NPCS, is aimed at simplifying the process of choosing the suitable project for investment. It makes business decisions easier and trouble-free by providing a list of right projects for investment. Unique among project investment magazines, ‘Entrepreneur India’ is dedicated to the business of identifying sound investment projects. Every issue consists of a new list of projects which are meticulously selected by the NPCS team after being screened on various investment factors.
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1. The document describes an industrial training report submitted by Love Kothari at Consagous Technologies Pvt Ltd in Indore, India.
2. The report provides details of the project including the site location, map, developer information, and safety measures implemented.
3. Key aspects studied were the structure details, page layout process, search engine optimization techniques, and use of social bookmarking and Facebook advertising.
Lentin joseph learning robotics using python design, simulate, program, an...Rajmeet Singh
This document provides an overview of the second edition of the book "Learning Robotics using Python" which teaches how to design, simulate, program and prototype an autonomous mobile robot using ROS, OpenCV, PCL and Python. The book covers topics ranging from getting started with ROS, modeling a differential drive robot, simulating it in Gazebo, designing hardware and interfacing sensors, processing vision data and building a GUI to control the robot. It aims to guide readers through each step of building a service robot that can serve food in homes and restaurants.
This document discusses several video surveillance trends to look out for in 2013:
1. Image quality will be a key battleground as manufacturers seek new technologies and camera features to improve image quality beyond just higher megapixel resolutions.
2. Mobile video streaming directly from surveillance cameras to control centers in real-time will become more common, allowing remote monitoring of incidents.
3. India will remain a high growth market for video surveillance equipment despite slowing economic growth, with double-digit market growth expected.
4. Suppliers will target smaller installations by keeping solutions simpler to expand their customer base.
The document summarizes the offline accelerate event of Google Developer Student Club at Dr. Lankapalli Bullayya College of Engineering. It introduces the club and its purpose to students. It then provides brief introductions of the faculty advisor, core team leads, and past events. The rest of the document consists of presentations by core team members on various topics including Android, Flutter, Cloud Computing, Web Development, Open Source, Blockchain, AR/VR, AI, and reasons for joining the club.
Peakode is a mobile app development studio based in Bursa, Turkey. They develop both consumer and enterprise mobile apps for iOS and Android. The document provides details on Peakode's team, services, project process, and examples of apps they have developed for clients in various industries including delivery, healthcare, travel, and more. It also shares information on their growth timeline and international customer base.
IRJET- Smart Mirror using Virtual Voice AssistantIRJET Journal
This document describes a smart mirror device that functions as both a mirror and a source of daily information accessible through voice commands. The smart mirror was built using a Raspberry Pi 3+ microcomputer connected to a monitor and speakers. It can provide weather updates, news, and allow users to search the internet or perform calculations through voice commands. This creates an effortless way to access information within the home compared to using a smartphone or television. The document reviews related smart mirror projects and outlines the hardware and software components used to build this prototype smart mirror system.
This document is the bachelor's thesis of Oğuz Gençer from Istanbul Aydin University's Engineering Faculty. It examines controlling and simulating a 6 degree of freedom robotic arm in MATLAB Simulink. The document includes preface, table of contents, abstract, keywords, introduction, literature on robot mechanics and control including robot types, position/orientation, manipulator kinematics, Denavit-Hartenberg parameters, forward/inverse kinematics, dynamics, trajectory generation, and materials and methods. It focuses on modeling the ABB IRB120 robotic arm mathematically and creating a simulation of it in MATLAB Simulink to control its movement.
March 2020 Entrepreneur India Monthly Magazine
Entrepreneur India, a monthly magazine published by NPCS, is geared toward simplifying the method of selecting the suitable project for investment. It makes business decisions easier and untroubled by providing a listing of right projects for investment. Distinctive among project investment magazines, ‘Entrepreneur India’ is dedicated to the business of distinguishing sound investment projects. Each issue consists of new list of projects that are meticulously selected by the NPCS team when being screened on various investment factors. NPCS team, before labeling a project as ‘Right investment’ studies various aspects of investment like product demand, market potential, raw material availability, suitable location, payback period, costs involved and breakeven point.
More:-https://www.entrepreneurindia.co/entrepreneur
Munish Sharma completed an 8-week summer internship at LG Electronics India Limited in their Research and Development division for washing machines. The internship involved working on the development of a new 21-inch washing machine for export to Indonesia, including concept development, feasibility analysis, and data collection on competitor features. Munish also conducted testing of new washing machines in the reliability center, diagnosing any issues found and suggesting solutions to implement. The internship provided valuable experience in product development and quality assurance.
The purpose of this project is to control robot with an interface board of the Raspberry Pi, sensors and software to full fill real time requirement.
Controlling DC motors, different sensors, camera interfacing with raspberry Pi using GPIO pin.
Live streaming, Command the robot easily, sends data of different sensors which works automatically or control from anywhere at any time.
Design of the website and control page of robot is done using Java tools and HTML. This system works on IOT concept.
This will enable Raspberry Pi to be used for more robotic applications and cut down the cost for building an IOT Robot.
Similar to Internship Report on IOT & Robotics (20)
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
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Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
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20240609 QFM020 Irresponsible AI Reading List May 2024
Internship Report on IOT & Robotics
1. INDUSTRIAL TRAINING REPORT
ON
IOT & Robotics
REPORT
SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS
FOR THE AWARD OF THE DEGREE
OF
BACHELOR OF TECHNOLOGY
IN
ELECTRICAL AND ELECTRONICS
GURU GOBIND SINGH INDRAPRASTHA UNIVERSITY
Submitted by:
Aman Jaiswal
(01315604916)
Dr. Akhilesh Das Gupta Institute of Technology &
Management
Shastri Park, Delhi 110053
2. i
Declaration
I, Aman Jaiswal, hereby declare that the work presented in this Internship Report has been
carried out by me after the completion of two month work at Roboslog Pvt Ltd. I also
confirm that the report is only prepared for my academic requirement, not for any other
purpose. It might not be used with the interest of the opposite party of the corporation.
————————————
Aman Jaiswal
01315604916
4. iii
Acknowledgement
The internship opportunity I had with Roboslog was a great chance for learning and professional
development. Therefore, I consider myself as a very lucky individual as I was provided with an
opportunity to be a part of it. I am also grateful for having a chance to meet so many wonderful
people and professionals who led me though this internship period.
Bearing in mind previous I am using this opportunity to express my deepest gratitude and special
thanks to the Founder of Roboslog Pvt Ltd who in spite of being extraordinarily busy with his
duties, took time out to hear, guide and keep me on the correct path and allowing me to carry out
my project at their esteemed organization and extending during the training.
I express my deepest thanks to Mr Narendra Verma for taking part in useful decision & giving
necessary advices and guidance and arranged all facilities to make life easier. I perceive as this
opportunity as a big milestone in my career development.
I will strive to use gained skills and knowledge in the best possible way, and I will continue to
work on their improvement, in order to attain desired career objectives. Hope to continue
cooperation with all of you in the future,
Sincerely,
MR. NARENDRA VERMA
(Founder of Roboslog Pvt Ltd)
.
5. iv
Abstract
This three-chapter report describes the work I completed as an electronics engineering intern at a
Roboslog pvt ltd company during june-july of 2019. It provides an overview of the company
organization; an overview of my role and the projects I worked on at the company.
The report presents the projects completed during summer internship at Roboslog Pvt Ltd which
are listed below:
1.NRF based communication between two systems using arduino.
2.Line followers and object obstacles robot.
3.Nitrogen Phosphorus & Potassium(NPK) detection of soil using optical transducer.
4.Smart purifiers & 3D printers
5.Wifi based quadcopters.
6.Design some multi layer PCBs.
All these projects have been completed successfully and results were according to expectations.
And all the PCBs are tested and working to our expectations.
6. v
Company Profile
RoboSlog is an Indian Startup that specializes in robotics-related services and products, which
include robotics software, and hardware. Roboslog was founded in 2018 by Narendra verma &
Janmejay Singh.
The company’s rapid growth since incorporation has triggered a chain of products, acquisitions,
training and partnerships. It offers services designed for work and productivity. The company
leads the development of the robotics, Roboslog has moved increasingly into hardware too it
partnered with major electronics manufacturers in the production of its devices, and it released
multiple hardware products in October 2019, including the smart speaker, wireless robot , and
virtual reality headset.
We focus on client relationships that build trust, confidence and loyalty. We are a truth based
business that requires us to have a high level of integrity in everything we do. We believe in our
team and a team oriented approach delivers the best results for our clients, company and business
partners.
In 2019, it announced the roboslog initiative to provide devices free for differentially able
specially for blinds, around the world, with initial deployment in India.
Our Aim to get the technical knowledge available to every child all over the world. We’re
reaching soon to every corner of the world, At first India to make future better.
8. vii
1.1.6 Raspberry Pi………………………………………………………..7
Chapter 2…………………………………………………………………………………9
2.0 Project Work Done During Internship……………………………………….9
2.1 Obstacle Avoiding Robot…………………………………………………….9
2.2 NPK Detection in Soil……………………………………………………….11
2.3 Smart Air Purifier……………………………………………………………13
2.4 Wifi Based Quadcopter………………………………………………………16
Chapter 3…………………………………………………………………………………18
3.0 Conclusion……………………………………………………………………18
3.1 References…………………………………………………………………….20
Appendix A……………………………………………………………………………….21
Appendix B…………………………………………………………………...................22
9. viii
Table of Figures
Figure 1 : ARM Microcontroller Board Kit………………………………………………2
Figure 2 : AVR Microcontroller Board Kit……………………………………………….3
Figure 3 : Internet Of Things……………………………………………………………..4
Figure 4 : Printed Circuit Board…………………………………………………………..5
Figure 5 : 8051 Microcontroller Board Kit……………………………………………….6
Figure 6 : 8051 Block Diagram of 8051………………………………………………….6
Figure 7 : Raspberry Pi Board…………………………………………………………….7
Figure 8 : Obstacles Avoiding Robot……………………………………………………..9
Figure 9 : Circuit Diagram of Obstacles Avoiding Robot……………………………….10
Figure 10 : NPK Device……………………………………………………………………11
Figure 11 : Circuit Diagram of NPK Device………………………………………………13
Figure 12 : Air Purifier ……………………………………………………………………13
Figure 13 : HEP Filter ……………………………………………………………………..14.
Figure 14 : Circuit Diagram of Air Purifier ……………………………………….……..15
Figure 15 : Quadcopter………………………………………………………….......……..16
Figure 16 : Circuit Diagram of Quadcopter……………………………………………….17
Figure 17 : Industrial Use of Drone………………………………………………………..21
Figure 18 : Drone Payload Market ………………………………………………………..21
Figure 19 : NPK Imporatnce………………………………………………………….......22
10. ix
List of Tables
Table 1 : Components Required of Obstacles Avoiding Robot ………………………10
Table 2 : Components Required of NPK Device……………………………………..12
Table 3 : Components Required of Air Purifier……………………………….………15
Table 4 : Components Required Quadcopter ………………………………………….17
Table 5 : Importance of NPK in Soil…………………………………………………..22
11. x
List of Abbreviations
PVT : Private……………………………………………………………………….iii
LTD : Limited………………………………………………………………………iii
AVR : Advanced Virtual Risc………………………………………………………2
ARM : Advanced Risc Machine…………………………………………………….3
IOT : Internet Of Things…………………………………………………………...3
I/O : Input/Output…………………………………………………………………3
IP : Internet Protocol…………………………………………………………….4
PCB : Printed Circuit Board……………………………………………………….4
TX : Transmitter………………………………………………………………….6
RX : Receiver…………………………………………………………………..…6
LED : Light Emitted Diode………………………………………………………...11
HEPA : High Efficiency Particulate Air……………………………………………..14
12. 1
CHAPTER 1
1.0 Introduction
Roboslog was founded in 2018 by Narendra verma & Janmejay Singh. It is located in near Saket
metro station. RoboSlog is the humans behind the robots, a team of passionate people in a field
of electronics and artificial intelligence. We work hard to improve things resulting in respect to
their previous versions and new technology.On the other hand, this is a dynamic and kinematic
organization. The goal is to ignite the learner‟s individual creativity and mental power.
The company‟s rapid growth since incorporation has triggered a chain of products, acquisitions,
training and partnerships. It offers services designed for work and productivity. The company
leads the development of the robotics, Roboslog has moved increasingly into hardware too it
partnered with major electronics manufacturers in the production of its devices, and it released
multiple hardware products in October 2019, including the smart speaker, wireless robot , and
virtual reality headset. Our Aim to get the technical knowledge available to every child all over
the world. We‟re reaching soon to every corner of the world, At first India to make future better.
In 2019, it announced the roboslog initiative to provide devices free for differentially able
specially for blinds, around the world, with initial deployment in India. Above all, we tend to
develop a healthy and integrated environment. We work on different technologies and generate
products.
1.1 Roboslog Training Courses
We at RoboSlog provide best embedded training in delhi and all over india. We provide training
on AVR, ARM, Raspberry pi, IOT, drones etc. We‟re able to deliver best training program for
13. 2
students who tend to learn and gain knowledge. In order to excel in their respective field and get
a job.
1.1.1 ARM
Roboslog provides Best ARM Microcontroller training in South Delhi based on current industry
standards that helps attendees to secure placements in their dream jobs at MNCs. Roboslog is
one of the most credible ARM Microcontroller training institutes in South Delhi offering hands
on practical knowledge and full job assistance with basic as well as advanced level ARM
Microcontroller training courses. ARM Microcontroller training course involves "Learning by
Doing" using state-of-the-art infrastructure for performing hands-on exercises and real-world
simulations. This extensive hands-on experience in ARM Microcontroller training ensures that
you absorb the knowledge and skills that you will need to apply at work after your placement in
an MNC.
Figure 1 ARM Microcontroller
14. 3
1.1.2 AVR
At Roboslog‟s well-equipped AVR Microcontroller training center in South Delhi aspirants learn
the skills for Introduction to AVR Microcontroller, AVR Microcontroller Architecture,
Microcontroller ATMEL ATmega8515/ATmega32, Assembly Language, IO Device Interface
and practical, Advance assemble and C Language, LED Display,7-Segment, AVR Studio,
WINAVR C, Code Vision AVR, AVR Microcontroller on real time projects along with AVR
Microcontroller placement training. AVR Microcontroller Training in South Delhi has been
designed as per latest industry trends and keeping in mind the advanced AVR Microcontroller
course content and syllabus based on the professional requirement of the student; helping them to
get placement in Multinational companies and achieve their career goals. AVR Microcontroller
Course Contents. Microcontroller ATMEL ATmega8515/ATmega32.Introduction of Embedded
System Evolution in Microcontroller technology Past, Present & Future of Embedded System
1.1.3 Internet of Things(IOT)
Figure 2 AVR Microcontroller
15. 4
Roboslog provides Best Internet of things training in South Delhi based on current industry
standards that helps attendees to secure placements in their dream jobs at MNCs. Internet of
Things (IoT) is an ecosystem of connected physical objects that are accessible through the
internet. The „thing‟ in IoT could be a person with a heart monitor or an automobile with built-
in-sensors, i.e. objects that have been assigned an IP address and have the ability to collect and
transfer data over a network without manual assistance or intervention. The embedded
technology in the objects helps them to interact with internal states or the external environment,
which in turn affects the decisions taken. Roboslog is one of the most credible IOT training
institutes in South Delhi offering hands on practical knowledge and full job assistance with basic
as well as advanced level IOT training courses. Internet of Things can connect devices embedded
in various systems to the internet. When devices/objects can represent themselves digitally, they
can be controlled from anywhere. The connectivity then helps us capture more data from more
places, ensuring more ways of increasing efficiency and improving safety and IoT security.
Figure 3 IOT
16. 5
1.1.4 Printed Circuit Board(PCB)
PCB (Printed Circuit Board) designing is an integral part of each electronics products and this
program is designed to make students capable to design their own projects PCB up to industrial
grade. Roboslog provides Best PCB training in South Delhi based on current industry standards
that helps attendees to secure placements in their dream jobs at MNCs. Roboslog is one of the
most credible PCB training institutes in South Delhi offering hands on practical knowledge and
full job assistance with basic as well as advanced level PCB training courses. We also provide
online access of servers so that candidates will implement the projects at their home easily.
1.1.5 8051
The 8051 Microcontroller is one of the most popular general purpose microcontrollers especially
designed for embedded systems. The first version of this single chip microcontroller came in
Figure 4 PCB
17. 6
1980s, and since then it has been being used for embedded systems especially in robotics. It a
small chip based on an architecture with support for embedded applications, such as measuring
device, security systems, robotics, remoter control applications, scroll message display, etc. Our
8051 Microcontroller training course has been designed to understand the complexity involved in
designing of embedded systems.Roboslog provides Best 8051microcontroller training in South
Figure 5 8051 Microcontroller Kit
Figure 6 Block Diagram of 8051
18. 7
Delhi based on current industry standards that helps attendees to secure placements in their
dream jobs at MNCs. Roboslog is one of the most credible 8051 Microcontroller training
institutes in South Delhi offering hands on practical knowledge and full job assistance with basic
as well as advanced level 8051Microcontroller training courses.
1.1.5 Raspberry Pi
The Raspberry Pi is a small, affordable single-board computer that you will use to design and
develop fun and practical IoT devices while learning programming and computer hardware. In
addition, you will learn how to set up up the Raspberry Pi environment, get a Linux operating
system running, and write and execute some basic Python code on the Raspberry Pi. You will
also learn how to use Python-based IDE (integrated development environments) for the
Raspberry Pi and how to trace and debug Python code on the device. Please note that this course
does not include discussion forums. The course is designed for beginners who wish to work with
Figure 7 Raspberry pi
19. 8
Raspberry Pi. It doesn‟t matter, if you already know Python Programming. We will begin our
journey of Raspberry Pi right from the basics from setting-up a Raspberry Pi for first time boot.
Later on, we will make some Raspberry Pi Projects. The concept learned in early part of the
course will help us take projects to the next level.
20. 9
CHAPTER 2
2.0 Project Work Done During Internship
During the period, I handled industrial based projects like 3D Printer, NRF based communication
system, Arduino & ESP8266 based Quadcopter, Smart Air Purifier and some other automation
based on IoT like universal remote & home automation. Also designed some professional Printed
Circuit Boards(PCBs).
2.1 Obstacle Avoiding Robot
Obstacle Avoiding Robot is an intelligent device which can automatically sense the obstacle in
front of it and avoid them by turning itself in another direction. This design allows the robot to
navigate in unknown environment by avoiding collisions, which is a primary requirement for any
autonomous mobile robot. An Ultrasonic sensor is used to sense the obstacles in the path by
calculating the distance between the robot and obstacle. If robot finds any obstacle it changes the
Figure 8 Obstacle Avoiding Robot
21. 10
direction and continue moving. The application of Obstacle Avoiding robot is not limited and it
is used in most of the military organization now which helps carry out many risky jobs that
cannot be done by any soldiers.
Components required
Table 1 Components Required for Obstacle Avoiding Robot
Arduino uno/nano Quantity-1
LM3298N Motor Driver Quantity-1
HC-HR04 Ultrasonic sensor Quantity-1
DC motors Quantity-2
Traction Wheels Quantity-2
5V DC Battery Quantity-1
Figure 9 Circuit Diagram of Obstacle Robot
22. 11
2.2 NPK Detection of Soil
This project aims at developing a high cost-effective method to detect the presence of Nitrogen
(N), Phosphorus (P) and Potassium (K) of soil. Also measure the other parameters of soil like
Moisture, Temperature & humidity. This can improve the quality of soil and reduces the
undesired use of fertilizers to be added to the soil. These three elements nutrients promote the
growth of the plant in different ways Nitrogen promotes the growth of leaves and vegetation,
Phosphorus promotes root and growth and Potassium promotes flowering, fruiting and keeps
regulation of nutrient and water in plant cell. we are using optical transducer method for
detection of Nitrogen, Phosphorus & Potassium of soil. The optical transducer was formed by the
integration of light transmission system and light detection system. The Arduino microcontroller
was used to operate the light source in a transmission system. Apart from that, it was also used as
a data acquisition from the light detection system, light transmission system utilized three LEDs
with different wavelength. Each of the LED was chosen according to the spectrum absorption
wavelength by the NPK soils.
Figure 10 NPK Device
24. 13
Figure 11 Circuit Diagram of NPK Device
2.3 Smart Air Purifier
A smart air purifier cleans your air just like a normal air purifier, but also gives you real time
feedback and control of your air purifier and your indoor environment. In this air purifier we are
Figure 12 Air Purifier
25. 14
using a dust sensor with three led strip red blue & green, arduino uno as microcontroller. Dust
sensor monitor the air quality index and send the value to arduino, according to the air quality
index value leds will glows. If the air quality index value is between 0-50 green led will glow, If
air quality index value within range 50-150 blue led will glow and if air quality index value is
above 150 red led will glow. This air purifier contain a wifi switch by using this we can control it
by our smart phone.
H-13 HEPA FILTER Technology
Removes 99.97% of the harmful pollutants in the air as small as 0.3 microns from the whole
room (upto 30m²). Advanced H-13, 1.5′ HEPA Filters made of Glass Fibre give optimum results
and last for over 1500 hours. Effective for PM 2.5, PM 10, pet dander, pollen, most viruses,
bacteria, smoke, mold, dust, and other hazardous particles floating in the air which cannot even
be seen from the naked eye.
Figure 13 HEP Filter
26. 15
Components Required
Table 3 Components Required for Air Purifier
Atmega 328p Microcontroller Quantity-1
Dust Sensor Quantity-1
9v Relay Quantity-1
RGB Strips Quantity-3
Filter Quantity-1
AC Fans Quantity-2
Seven Segment Display Quantity-1
Circuit Diagram
Figure 14 Circuit Diagram of Air Purifier
27. 16
2.4 Wi-fi Based Quadcopter
Every quadcopter comes with a microcontroller board with sensors on it, in our case – the
Arduino board. I chosed Arduino Uno because it cheap and easy availabe in market.
Arduino uno work on Atmega328p microcontroller which is 8 bit microcontroller have enough
processing speed and Clock Speed 16 MHz, Can provide 8-bit PWM output with the
analogWrite() function.
This board, together with the components choose, controls the motors. It is up to you to choose
how self-controlling you want your quad to be, and you can use only the basic ones such as the
gyro, or a bunch of other, more advanced sensors such as barometer, or a GPS, or even a sonar
so that your quad can be able to detect and avoid obstacles that are in its way. In this quadcopter
I used ESP-01 as a receiver and smart phone as transmitter or controller. For programming and
calibration of quadcopter I used multwii firmware which is easy to use because of its graphical
interface.
Components Required
Figure 15 Quadcopter
28. 17
Table 4 Components Required for Quadcopter
Arduino Uno Quantity-1
ESP-01 Quantity-1
BrushlessDC Motors Quantity-4
ESC Quantity-4
Frame Type-X Quantity-1
MPU 6050 Quantity-1
Lipo Battery 12v Quantity-1
FTDI Quantity-1
Jumper Wires Quantity-1
DC Jack Quantity-1
Bread Board Quantity-1
Zip Ties Quantity-5
Figure 16 Circuit Diagram of Quadcopter
29. 18
CHAPTER 3
3.0 Conclusion
On the whole, this internship was a useful experience .I have gained new knowledge, skills and
met many new people. I achieved several of my learning goals, however for some the conditions
did not permit. I got insight into professional practice. I learned different facets of working
within a Roboslog Pvt Limited.
Along my training period, I realize that observation is a main element to find out the root cause
of a problem. Not only for my project but daily activities too. During my project, I cooperate
with my colleagues and operators to determine the problems. Moreover, the project indirectly
helps me to learn independently, discipline myself, be considerate/patient, self-trust, take
initiative and the ability to solve problems. Besides, my communication skills is strengthen as
well when communicating with others. During my training period, I have received criticism and
advice from engineers and technician when mistakes were made. However, those advices are
useful guidance for me to change myself and avoid myself making the same mistakes again.
Apart from that, I had also developed my programming skills through various programs that I
had done. The activities that I had learned during industrial training really are useful for me in
future to face challenges in a working environment. Throughout the industrial training, I found
that several things are important:
Critical and Analytical Thinking
30. 19
To organize our tasks and assignment, we need to analyze our problems and assignment, and to
formulate a good solution to the problem. We would have to set contingency plan for the
solution, so that we are well prepared for the unforeseeable situations.
Time Management
As overall technician and programmer are always racing against tight timeline and packed
schedule, a proper time management will minimize facing overdue deadlines. An effective time
management allows us to do our assignment efficiently and meet our schedules. Scheduling
avoids time wastage and allows us to plan ahead, and gaining more as a result.
Goal Management
Opposing to a Herculean goal seemed to be reachable at first sight, it is better to sub-divide the
goals to a few achievable tasks, so that we will be gaining more confidence by accomplishing
those tasks.
31. 20
3.1 REFERENCES
1) N. Singh and A. Shaligram, "D. NPK Measurement in Soil and Automatic Soil Fertilizer
Dispensing Robot," International Journal of Engineering Research & Technology, vol. 3,
no. 7, pp. 635-637, 2014.
2) Y. Kulkarni, K. K. Warhade, and S. Bahekar, "Primary nutrients determination in the
soil using UV spectroscopy," International Journal of Emerging Engineering Research
and Tecnology, vol. 2, pp. 198-204, 2014.
3) Vasilias Tzivaras, “ Building a Quadcopter With Arduino” pp.4-16, 2015.
4) Donald Norris, “Build Your Own Quadcopter: Power Up Your Designs with the Parallax
Elev-8” pp 122-134,2014.
32. 21
Appendix A
Industrial use of Drones
Figure 17 Industrial use of Drones
Global Drone Payload Market
Figure 18 Drone Payload Market
0% 10% 20% 30% 40% 50% 60% 70% 80% 90%
Surveying
Inspection
Film & Photography
Mapping & Observation
Transport
Others
0
10
20
30
40
50
60
70
80
90
Camera & Sensors Radar &
Communication
Weaponry
2015
2020
33. 22
Appendix B
Why NPK are so important for Agriculture
Table 5 Importance of NPK
Figure 19 Importance of NPK
Help in
leap
growth &
flowering
Help in
roots
growth
Vital for
disease
resistance