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Time Series Forecasting using R

R provides many features to analyze and visualize time-series data. Time series modeling and forecasting are used for various business applications, such as exploring sales patterns and trends, predicting future sales and detecting unusual phenomena. This allows companies to reduce risk, increase profit and achieve cost-effectiveness. Several machine learning algorithms exist that can be used for forecasting, some of which already exist in the forecast package in R. In this paper, we aim to explore some of the commonly used techniques for predictions.  

Published by: Pankaj Garg, Harshit Arora, Rishabh Gambhir

Author: Pankaj Garg

Paper ID: V4I2-1359

Paper Status: published

Published: March 26, 2018

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Research Paper

Device Control based on Wireless Virtual Reality Technique using Artificial Intelligence

Current technology and trend have made designing and implementation of embedded systems for home automation has increased the capabilities and features. There is a demand for smart home automation access via virtual reality. The proposed system allows the owner to access via virtual reality and control the home appliances. This is very easy to access. In this paper, we present the design and implementation of a low cost but yet flexible, feasible and secure virtual reality-based home automation system. In our proposed system we will try to control light, motor and 230v supply.This work also demonstrates the use of virtual reality in the context of the appliance control. In this project, we have used image processing techniques for image acquisition, pre-processing, image segmentation and feature extraction. The user commands are captured by the camera and transmitted through wireless communication to the receiver end. Thus our project has a huge scope for training and development business using a virtual image and setting up a virtual environment.

Published by: J. Dinijamma, V. Elakiya, K. Divya, S. Anandhi, S. Jeya Anusuya, G. Bhavani

Author: J. Dinijamma

Paper ID: V4I2-1372

Paper Status: published

Published: March 26, 2018

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Research Paper

Importance of Plate Waste Assessment in a Hospital Kitchen

Plate waste assessment is a methodology used in the hospital inpatient’s kitchen to find out the amount of food that remains uneaten on the patients’ plate after a meal. This article describes the importance of performing plate waste audits in hospitals and how a plate waste audit can be done. This article also explains on the key personnel’s who can significantly contribute to plate waste reduction in a hospital kitchen set up.

Published by: S. Ramesh, B. Manimegalai

Author: S. Ramesh

Paper ID: V4I2-1383

Paper Status: published

Published: March 26, 2018

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Research Paper

One Touch Alarm System for Women’s Safety using GSM

This main project entitled “ONE TOUCH ALARM FOR WOMEN’S SAFETY USING GSM” describes about system for women’s safety using GSM. In the light of recent outrage in Delhi which shook the nation and woke us to the safety issues for women, people are finding up in different ways to defend. Here we introduce a device which ensures the protection of women. This helps to identify protect and call on resources to help the one out of dangerous situations. Anytime you sense danger, all you had to do, is hold on the button of the device. The device consists of a microcontroller, GSM module, GPS modules. When the system activates, it tracks the place of the women using GPS (Global Positioning System) and sends emergency messages using GSM (Global System for Mobile communication), to selected contacts and the police control room. The system resembles a normal button that can be embedded in any daily wearing obstacles like footwear or something. The project includes android application and a web part to implement the embedded system effectively. Admin, user, secondary number apps, local services and an embedded system are the importance user modules in this system. The device has to be connected wirelessly with the user’s android device to implement different processes that improve safety. Automatic system calls and location tracking can be done with one-time settings in the application. Intermediate alerts and calls can be passed to local services like state police, pink police, child care, women's rights commission etc with the help of implemented system. Admin is the one who controls and manages the whole system by providing important details. The main advantage of this system is that the user does not require a manual work unlike other applications that have been developed earlier. The system does not make delays in safety of women that may end up in big tragedies. The use of sophisticated components ensures accuracy and makes it reliable.

Published by: Remya E K, Dr. N. Revathy

Author: Remya E K

Paper ID: V4I2-1384

Paper Status: published

Published: March 26, 2018

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Research Paper

Rating and Classification of Small Scale Shops using Machine Learning

Time and money are primary parameters which are considered while purchasing from any shop. When customers visit any shop, the visit should be convenient for that purpose many on-line rating applications are been made which helps the customer to know about that shop. Merchants can make a lot of promises to their customers but at the end of the day, consumers know merchant’s goal is to make a sale and understand that they will always showcase their products and services in their best light. For exactly this reason, we are going to implement one system which gives customers rating for the particular small-scale shop. Using this system any customer with a smartphone or mobile device can give a rating to a particular shop or can make the decision depending on that rating which is already given by other customers. Product ratings are generally understood as the evaluation by using stars or points.

Published by: Deepak Singh, Sinnarkar Jayesh, Divya Sharma, Aishwarya Satpute

Author: Deepak Singh

Paper ID: V4I2-1394

Paper Status: published

Published: March 26, 2018

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Research Paper

Fabrication of Compressed Air Engine using Double Acting Cylinder

The environmental pollution in the metropolitan cities is increasing rapidly mostly because of the increased number of fossil fuel powered vehicles. Many alternative options are now being studied throughout the world. One of the alternative solutions can be a compressed air powered engine. The main advantage of this engine is that no hydrocarbon fuel is required which means no combustion process is taking place. In this work, a pneumatic cylinder activation is used as a linear source and with the help of crankshaft, the rotational movement is obtained. The flow of air inside the pneumatic cylinder is controlled by means of the solenoid valve which is actuated periodically by an electronic control unit. As we completely changed the usage of existing conventional engine to a simplified air powered one, this new technology is easy to adapt. Another benefit is that it uses air as fuel which is available abundantly in the atmosphere. With the use of these technological advances this small concept of using compressed-air could really make a difference. The use of pneumatics could help save the fuel costs to a great extent. This concept mainly focuses on the non-usage of the conventional style fuels that have been used for centuries in automobiles and as a result, there has been a tremendous growth in the pollution sector especially in the busiest countries. Also, the anti-pollution measures taken by humans are very less so that means we are the verge of global warming which inflicts a great deal of disaster on a large scale human as well as other living population. Future modifications could render some major design revolutions that could let us use this in many sectors.

Published by: Lancy Cyril Benjamine F, Ravindran V, Prof. Suresh N

Author: Lancy Cyril Benjamine F

Paper ID: V4I2-1395

Paper Status: published

Published: March 26, 2018

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