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Linear Regression is a fundamental supervised learning algorithm used in machine learning for predicting a continuous output variable (dependent variable) based on one or more input variables (independent variables). The goal of linear regression is to establish a linear relationship between the dependent and independent variables, allowing for predictions on new data points. Types of […]

  Abstract: By using Laser Beam we can communicate or transmit the signal from one end to another end. First of all electrical signal is converted into light and then transmitted to far end in open space. In the receiver end laser detector is used to sense the signal. By using this technique without any […]

                 In our autonomous train proposed system, 8051 controller is used. In this project the arrival of the train in particular station is obtained by the Bluetooth transmitted and receiver section. Whenever the train arrives a station Bluetooth receiver in the train gets the station’s Bluetooth value  and  the  train  get stopped immediately. After the […]

  The Internet of Things (IoT) shall be able to incorporate transparently and seamlessly a large number of different and heterogeneous end systems, while providing open access to selected subsets of data for the development of a plethora of digital services. Building a general architecture for the IoT is hence a very complex task, mainly […]

  Generate knowledge to help developing countries identify, assess and report their GHG emissions in agriculture, forestry and fisheries. This help countries identify mitigation options consistent with their rural development goals, food security, agro-ecosystems resilience, including NAMAs. Close collaboration with IPCC and UNFCCC in support of reporting and negotiations Climate Change International Agreements require that […]

  Most of the reminder applications available today in mobile phones are time and date based. In which the user has to save the time and date of when he wants to be reminded about in the reminder. If the reminder is ON, the device continuously tries to match the device time and date with […]

  With the progress and development of national economy as well as power system, reliability and safety issues of power system have been more important. Development of distribution Transformer Health Monitoring System (THMS) has been done in that reason. Distribution transformer is the most vital asset in any electrical distribution network and therefore it needs […]

  The purpose of this study is to showcase the design and development of a web-enabled home automation system prototype. The unit was developed using low-cost components such as the ubiquitous Arduino microcontroller. One of the features of the developed unit is the ability to monitor the power consumed by electrical loads. The unit also […]

  Recently vehicle tracking system is getting vast popularity because of the rising number of the stolen vehicles. Vehicle theft is happening on parking and sometimes driving in unsecured places. This research work explores how to avoid this kind of stealing and provides more security to the vehicles. The implemented system contains single-board embedded system […]

  As the amount of urban vehicle grows rapidly, vehicle theft has become a shared concern for all citizens. However, present anti-theft systems lack the tracking and monitoring function. The vehicle anti-theft tracking system based on Internet of things is designed in this article, which can provide all-round active service for the owners. This system […]

  Internet of things is the communication of anything with any other thing, the communication mainly transferring of use able data, for example a sensor in a room to monitor and control the temperature. It is estimated that by 2020 there will be about 50 billion internet-enabled devices. This project aims to describe a security […]

  The Internet of Things (IoT) provides a virtual view, via the Internet Protocol, to a huge variety of real life objects, ranging from a car, to a teacup, to a building, to trees in a forest. Its appeal is the ubiquitous generalized access to the status and location of any “thing” we may be […]

  The project presents the design and implementation of an Ethernet-based Smart Home intelligent system for monitoring the electrical energy consumption based upon the real time tracking of the devices at home an INTEL GALILEO 2ND generation development board, which can be used in homes and societies. The proposed system works on real time monitoring […]

The Concepts of Internet of Things (IoT) are applied to a number of applications ranging from home automation to industrial IoT, Where connecting physical things, from anywhere through a network. Let them take an active part in the Internet, exchanging information about themselves and their surroundings. This will give immediate access to information about the […]

Nowadays most of the pollution monitoring systems are widely used in industries. The industrial parameters which causes pollution in the natural and industrial environment pattern. The main aim of our project is to control the parameters causing pollution and to reduce the effect of these parameters without affecting the natural or industrial environment. The proposed […]

The relevance of time in medical delivery makes difficult to include validation systems into the supply chain. On the other hand, the use of reusable containers duty to transport medicines makes RFid an excellent technology to be used in this application. Not only it is a nonintrusive technology but also cheap because of the reuse […]

Solid waste management is one of major aspect which has to be considered in terms of making urban area environment healthier. The common dustbins placed by the municipal corporation are leading no. of health, environmental and social issues. Various causes are there like improper dustbin placement in city, improper system of collecting waste by City […]

Agriculture has been one of the most important industries in human history since it provides humans with absolutely indispensable resources such as food, fiber, and energy. The agriculture industry could be further developed by employing new technologies, in particular, the Internet of Things (IoT). In this project, we present a connected farm based on IoT […]

One of the major problems in developing countries is maintenance of roads. Well maintained roads contribute a major portion to the country’s economy. Identification of pavement distress such as potholes and humps not only helps drivers to avoid accidents or vehicle damages, but also helps authorities to maintain roads. This project discusses previous pothole detection […]

This project introduces a novel algorithm that increases the efficiency of the current cloud-based smart-parking system and develops a network architecture based on the Internet-of-Things technology. This project proposed a system that helps users automatically find a free parking space at the least cost based on new performance metrics to calculate the user parking cost […]

Every day around the world, a large percentage of people die from traffic accident injuries. An effective approach for reducing traffic fatalities is: first building automatic traffic accident detection system, second, reducing the time between when an accident occurs and when first emergency responders are dispatched to the scene of the accident. Recent approaches are […]

The Internet of Things (IoT) shall be able to incorporate transparently and seamlessly a large number of different and heterogeneous end systems, while providing open access to selected subsets of data for the development of a plethora of digital services. Building a general architecture for the IoT is hence a very complex task, mainly because […]

To obstruct non-licensees from driving and causing accidents, a new advanced automobile system is proposed. An important, trustful and very reliable human identification method in current dates is fingerprint identification. Fingerprint identification is one of the most popular, trustful and reliable personal biometric identification methods. The proposed system contains a data-base, it saves the fingerprint […]

Remote control network is a research focus in the application domain of wireless communication technology. Wifi technology makes up for the vacancy of wireless communication market in the low-cost and low-power equipment domain. This project presents the design and application of wireless sensor network web server based on Wifi. This server can realize real-time monitoring […]

This project we propose a micro-controller based wireless digital energy meter to facilitate energy consumption measurement and its corresponding billing scheme. Details of design for the construction of energy meter using (Current transformer, Potential transformer, Arduino Uno, LCD, Transmitter, Receiver, and a load). Electricity has become one of the basic requirements of human civilization, being […]

Generate knowledge to help developing countries identify, assess and report their GHG emissions in agriculture, forestry and fisheries. This help countries identify mitigation options consistent with their rural development goals, food security, agro-ecosystems resilience, including NAMAs. Close collaboration with IPCC and UNFCCC in support of reporting and negotiations Climate Change International Agreements require that countries […]

Most of the reminder applications available today in mobile phones are time and date based. In which the user has to save the time and date of when he wants to be reminded about in the reminder. If the reminder is ON, the device continuously tries to match the device time and date with the […]

Download Link : https://drive.google.com/file/d/1pXu7G-qUtewfFuVxQYY8_ejd8BNf3Rb3/view?usp=sharing Complete Reports Free Downloads Available from 40 to 60 pages includes the following chapters Abstract, 2. Introduction, 3. Literature Survey, 4. Problem Definition, 5. Methodology with Block Diagram, 6. Results & Discussion,7.  Conclusion & Future Work, 8. References   More Reports, PPTs :  https://www.spectruminfotech.in For Projects Contact : +91 7598364645 Mail […]

Download Link : https://drive.google.com/file/d/1Vs24z-MK8qy74bTtxqwK2razWAeuEcNH/view?usp=sharing Complete Reports Free Downloads Available from 40 to 60 pages includes the following chapters Abstract, 2. Introduction, 3. Literature Survey, 4. Problem Definition, 5. Methodology with Block Diagram, 6. Results & Discussion,7.  Conclusion & Future Work, 8. References   More Reports, PPTs :  https://www.spectruminfotech.in For Projects Contact : +91 7598364645 Mail […]

Download Link : https://drive.google.com/file/d/1Vs24z-MK8qy74bTtxqwK2razWAeuEcNH/view?usp=sharing Complete Reports Free Downloads Available from 40 to 60 pages includes the following chapters Abstract, 2. Introduction, 3. Literature Survey, 4. Problem Definition, 5. Methodology with Block Diagram, 6. Results & Discussion,7.  Conclusion & Future Work, 8. References   More Reports, PPTs :  https://www.spectruminfotech.in For Projects Contact : +91 7598364645 Mail […]

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By using Laser Beam we can communicate or transmit the signal from one end to another end. First of all electrical signal is converted into light and then transmitted to far end in open space. In the receiver end laser detector is used to sense the signal. By using this technique without any hardware media […]

Abstract – In our autonomous train proposed system, AVR controller is used. In this project the arrival of the train in particular station is obtained by the Bluetooth transmitted and receiver section. Whenever the train arrives a station Bluetooth receiver in the train gets the station’s Bluetooth value  and  the  train  get stopped immediately. After […]

Objective:          To Control (ON/ OFF) the devices using mechanical switching operation Components Required Arduino Uno Push Button Buzzer Connection Diagram Program int SwitchPin = 2, ButtonPin= 3, BuzzPin=13, sensorValue ; void setup() { pinMode(ButtonPin, INPUT); pinMode(BuzzPin, OUTPUT); Serial.begin(9600); } void loop() { sensorValue = digitalRead(ButtonPin); if(sensorValue == HIGH) { Serial.println(“LED ON”); digitalWrite(BuzzPin, HIGH); } […]

Objective:          To measure the amount of temperature and moisture content present in the atmosphere Components Required Arduino Uno Temperature & Moisture Sensor (DHT-11) Connection Diagram Program #include <DHT.h> #define DHTtype DHT11 DHT dht(DHTpin, DHTtype); uint8_t temperature, humid, DHTpin=5; void setup() { Serial.begin(9600); pinMode(DHTpin,INPUT); dht.begin(); lcd.begin(); } void loop() { temperature = dht.readTemperature(); humid= dht.readHumidity(); […]

Objective:          To control the rotation direction and to stop/start the DC motor by Arduino Uno Components Required Arduino Uno Direct Current (DC) Motor Connection Diagram Program int MotorPin1=4, MotorPin2=5; void setup() { pinMode(MotorPin1, OUTPUT); pinMode(MotorPin2, OUTPUT); } void loop() { digitalWrite(MotorPin1,HIGH); digitalWrite(MotorPin3,LOW); delay(5000); digitalWrite(MotorPin1,LOW); digitalWrite(MotorPin3,HIGH); delay(5000); } Working          The DC motor has two […]

Objective:          To measure the amount of temperature present in the atmosphere Components Required Arduino Uno Temperature Sensor (LM35) Connection Diagram Program int sensorPin = A0; int sensorValue = 0; void setup() { pinMode(sensorPin, INPUT); Serial.begin(9600); } void loop() { sensorValue = analogRead(sensorPin); float temperatureC=sensorPin/2.048; float temperatureF= ((temperatureC ) * 9.0 / 5.0) + 32.0; […]

Objective:          To display the values corresponds to each key of a Remote Controller unit Components Required Arduino Uno IR Receiver Module Connection Diagram Program #include<IRremote.h> int RecvPin = 10; IRrecv irrecv(RecvPin); decode_results results; void setup() { Serial.begin(9600); irrecv.enableIRIn(); } void loop() { if (irrecv.decode(&results)) { Serial.println(results.value, HEX); irrecv.resume(); delay(1000); } } Working          Whenever […]

Objective:          To measure the distance of the object present Components Required Arduino Uno Ultrasound Sensor Connection Diagram Program int trigPin = 2, echoPin = 3; long duration; int distance; void setup() { pinMode(trigPin, OUTPUT); pinMode(echoPin, INPUT); Serial.begin(9600); } void loop() { digitalWrite(trigPin, LOW); delayMicroseconds(2); digitalWrite(trigPin, HIGH); delayMicroseconds(10); digitalWrite(trigPin, LOW); duration = pulseIn(echoPin, HIGH); distance= […]

Objective:          To display the messages through LCD display Components Required Arduino Uno Liquid Crystal Display (LCD) Connection Diagram Program #include <LiquidCrystal_I2C.h> LiquidCrystal_I2C lcd(0x27, 16, 2); void setup() { lcd.begin(); lcd.print(“Hello World”); } void loop() { } Working          The LCD displays the characters based on allowing / blocking the light intensities by changing the […]

Objective:          To Control (ON/ OFF) the devices connected in the AC supplies (230 V) Components Required Arduino Uno Relay Module   Connection Diagram Program int RelayPin=13; void setup() { pinMode(RelayPin, OUTPUT); } void loop() { digitalWrite(RelayPin, HIGH); delay(1000); digitalWrite(RelayPin, LOW); delay(1000); } Working          The Relay operates as Electrical Controlled switch. It has input […]

Objective:          To detect the Light Intensity using LDR Sensor Components Required Arduino Uno Light Dependent Resistor (LDR) Sensor Resistance (1K Ohm) Connection Diagram Program void setup() { Serial.begin(9600); } void loop() { int sensorValue = analogRead(A0); Serial.print(“Light Intensity is :”); Serial.print(sensorValue); } Working          The output of the LDR sensor is accessed by the […]

Objective:          To detect the objects using IR sensor. Components Required Arduino Uno Infra Red Sensor Connection Diagram Program int sensorPin = 3; int sensorValue = 0; void setup() { pinMode(sensorPin, INPUT); Serial.begin(9600); } void loop() { sensorValue = digitalRead(sensorPin); if(sensorValue==HIGH) { Serial.println(“Object Detected”); } else { Serial.println(“Object not Detected”); } } Working          The […]

Objective:          To activate the Buzzer in order to make sound for alert Components Required Arduino Uno Piezo Electric Buzzer  Connection Diagram Program int Buzzpin=13; void setup() { pinMode(Buzzpin, OUTPUT); } void loop() { digitalWrite(Buzzpin, HIGH); delay(1000); digitalWrite(Buzzpin, LOW); delay(1000); } Working          The Program Activates the Buzzer to ON by supplying HIGH voltage to […]

LED Blink Objective:          To activate the in-built LED available in the Arduino Uno Board Components Required Arduino Uno LED Resistance (100 Ohm) Connection Diagram Procedure Give the Connection as per the Connection Diagram Connect the Arduino with the PC / Laptop Go to the “Tools” and click “Port” tab and Click the COM port […]

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