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Early Diabetes Detection using Machine Learning: A Survey
Sakshi Gujral
Computer Application
Year: 2017, Volume:3, Issue : 10
Pages: 57 - 62
Machine learning is one of the aspect of artificial intelligence that allows the development of computer systems that have the ability to learn from experiences without being the need of programming it for every instance. Machine learning is dire need of today’s scenario to eliminate human effort as well as come up with higher automation with less errors. This paper focuses on the review of Early Diabetes detection using machine learning techniques and detection of the frequently occurred disorders with it-mainly Diabetic retinopathy and diabetic neuropathy. The data set employed in most of the concerned literature is Pima Indian Diabetic Data Set. Early diabetes detection is significant as it helps to reduce the fatal effects of the diabetes. Various machine learning techniques like artificial neural network, principal component, decision trees, genetic algorithms, Fuzzy logic etc. have been discussed and compared. This paper first introduces the basic notions of diabetes and then describes the various techniques used to detect it. An extensive literature survey is then presented with relevant conclusion and future scopes with analysis have been discussed.
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Nano Techniques & Applications Enhance Activity in Food Science
Dr. A. Jaganathan ; S. Muguntha Kumar
Food Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 63 - 68
This paper aims at investigating the effect of the nanoemulsion and nanoencapsulation delivery systems on the antioxidant and antimicrobial activity of different bioactive components. Thymol, carvacrol, linalool and eugenol hydrophobic compounds were encapsulated in dextran of oil-in-water (o/w) nanoemulsions prepared by ultrasonic homogenization method and stabilized by different types of emulsifier Tween 20, 40 or 80 and distilled water. The results showed that the reducing power, antioxidant capacity, H2O2 scavenging and antioxidant activity of un-encapsulated eugenol was the highest percent compared others essential oils. The highest essential oils nanoencapsulated yield (EY %) and efficiency (EE %) were observed for eugenol 91.74 and 97.81 %, respectively by using Dex/T20 treatment. Nanoencapsulation of eugenol can enhance the aqueous solubility of eugenol at 25, 35 and 45 °C. Thermal stability of eugenol increased from 63.5 to 143 °C after nanoenc capsulation by using Differential Scanning Coliremetry (DSC). Antioxidant activity of nanoencapsulated eugenol 0.5 mg/ml in linolic acid system compared with BHT activity at different periods storage were 98.97, 98.42, 98.12 and 97.89 % at 0, 60, 120 and 180 days, respectively. Sensory evaluation of jelly prepared with different levels of nano-encapsulated eugenol compared to 1% its un-encapsulated showed the (0.3 %) formation was the most accepted by testers. The antimicrobial activity of nano-encapsulated eugenol was measured against three different microorganisms, such as Molds & yeasts, coliforms and salmonella. Significance and Impact of the Study: nanoencapsulation affects positively essential oils main compounds, improves antioxidant activity and retains antimicrobial activity, enhancing the quality of the oils.
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A Comparative Study on Analysis & Design of Pre-Engineered & Conventional Industrial Building
Hemant Sharma
Civil Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 69 - 74
In this case study I have analyzed, Designed and compared the pre-engineered industrial building with the conventional building by mainly comparing the bending moments at different sections. Also I have considered different components of the pre-engineered steel building. To design and analysis the PEB and CSB I have used Staad pro v.8 as well as Indian standard codes. And finally I have compared these two structures in terms of Economy and Time saving of construction. I have tried many truss systems for cladding and roofing system purpose. In the analysis I have analyzed and designed the Purlins, Girts, Eave Struts and Bracings etc. For the design I have considered Dead Load, Live Load and Wind Load for the location of Vadodara, Gujarat as per IS Code consideration.
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Smart Industrial Control with Energy Management using Android System
Hiren R. Thumbar ; Hiren P. Siddhapura; Bhavin R. Viramgama; Akash A. Varu; Prof. Chetan B. Bambhroliya
Electronics & Communication Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 75 - 81
Now a days industries are uses the HMI for controlling various parameters. If the controller wants to control the parameters then the controller has need to go at the industry. It is more consuming the time. To reduce this problem we will make this project. This project will supervise and control the industrial parameter like temperature, pressure, weight etc. by using the android phone through static IP or dynamic IP. In this system the PLC panel will receive the data of parameters and it will give the data to SCADA and there is interfacing between SCADA and android phone through VNC app and create the VNC server in computer. The energy management requires because in today's world, energy and demand costs have skyrocketed and certainly impact any industry's balance sheet. The system has main benefit is that the HMI will reduce and easily comfortable way to control the industrial parameters from any place. This project will use in that type of industry in which the temperature, pressure, weight etc. parameter has importance like ceramic industry, cement industry etc.
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Study and Assessment of Road Traffic Noise at Some Selected Locations of New Delhi India
Pervez Alam ; Anwar Ali Khan; Humaira Ghulshan Lone
Civil Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 82 - 91
Noise is unwanted sound which is generally unpleasant to hear and affect human beings physically, mentally and physiologically. The study analyzed the noise pollution level at four location of New Delhi, selecting one location in each zone i.e., residential, commercial, industrial and silent. The analytical results show that the highest noise level was 81.5 dB at Okhla industrial area and lowest was 67 dB at Moti Bagh. Comparison of noise level with regulatory standards reveals that the noise levels at all the selected locations has been 25dB more than the prescribed standard given by central pollution control board in day time. Furthermore, it has also shows that the all monitoring locations have been continuously under severe noise exposure. The findings of this study show that there is extreme requirement of remedial measures to curb noise level.
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Accelerometer Based Gesture Controlled Robot with Robotic Arm
Budheliya Chirag Sureshbhai ; Acharya Harsh Dilipbhai; Solanki Rajesh Kishorbhai; Thanki Prashant Pradipbhai; Ravia Jaydip K.
Electronics & Communication Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 92 - 97
The paper presents the robot which is controlled by a human gesture using accelerometer. We have controlled the movement of robot with normal hand gesture. It consists of mainly two parts. One is transmitter part and another is receiver part. A transmitter, transmit appropriate signal. This signal received by the receiver. Accelerometer is connected to Arduino board, which is programmed to take analog readings from accelerometer and transmit them using RF transmitter to the receiving unit. The movement of robot is achieved by the motor. The arm is also equipped with gripper to facilitate the pick and place facility. The programming is done in Arduino board.
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Automatic Speed Control and Human Tracking Fan using Image Processing using MATLAB
Laximi S. Kharangate
Electronics and Telecommunication
Year: 2017, Volume:3, Issue : 10
Pages: 98 - 105
Due to a lot of temperature variations in our day to day life, especially during hot weather conditions, using a fan was the standard way of cooling down and still is for many people. Ordinary fans do not have very efficient or useful features when it is desirable to change the direction of air flow. This idea will reduce human efforts because the turn on/off of the fan is automatic. Using MATLAB we will track human motion without the need for any manual adjustments.
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Smart Phone Based Assistant System for Handicapped/Disable/Aged People
Patel Shridhar A. ; Bhatt Shivani K.; Bhavsar Krunal J.; Desai Radhika M.; Shah Dhara M.
Electronics & Communication Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 114 - 119
This paper Smart Assistant System is a system which provides functionality for disabled people to live independently in today’s world. This project increases the ease of mobility for disabled/injured people. We have resolved the disabled problems by implementing voice control, and accelerometer based interfacing with the wheelchair. In this project, the wheelchair has been modified so the motions of the wheelchair are controlled by the instructions of the user. It also provides an opportunity for visually or physically disabled persons to move from one place to another. Intelligent assistant system serves as a boon for those who have lost their mobility. The development of Smart Assistant System for the basic purpose of safety, mobility of user, human interface with wheelchair. The necessities of numerous people with incapacities can be happy with wheelchairs; a few individuals from the impaired group discover it is troublesome or difficult to work a wheelchair. This project could be a piece of an assistive innovation. It is for more free, profitable and agreeable living for disabled, injured persons. Many disabled people require help in order to overcome physical challenges. Thus this project will provide an alternative to the disabled in controlling the motion of the wheelchair using their voices and Accelerometer.
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Android Phone Based Assistant System for Handicapped/Disabled/Aged People
Patel Harshkumar S. ; Vora Rudri K.; Pawar Pranay R.; Shah Daivik B.; Patel Minkal B.
Electronics & Communication Engineering
Year: 2017, Volume:3, Issue : 10
Pages: 120 - 124
This paper Intelligent Assistant System is a system which provides functionality for disabled people to live independently in today’s world. This project increases the ease of mobility for disabled/injured people. We have resolved the disabled problems by implementing voice control, and accelerometer based interfacing with the wheelchair. In this project, the wheelchair has been modified so the motions of the wheelchair are controlled by the instructions of the user. It also provides an opportunity for visually or physically disabled persons to move from one place to another. Intelligent assistant system serves as a boon for those who have lost their mobility. The development of Intelligent Assistant System for the basic purpose of safety, mobility of user, human interface with wheelchair. The necessities of numerous people with incapacities can be happy with wheelchairs; a few individuals from the impaired group discover it is troublesome or difficult to work a wheelchair. This project could be a piece of an assistive innovation. It is for more free, profitable and agreeable living for disabled, injured persons. Many disabled people require help in order to overcome physical challenges. Thus this project will provide an alternative to the disabled in controlling the motion of the wheelchair using their voices and Accelerometer.
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Design Modification & Analysis for Venturi Section of INVELOX System to Maximize Power using Multiple Wind Turbine
Anandkumar Labhubhai Solanki ; Brijesh D. Kayasth; Hardik Bhatt
Mechanical Engineering Design
Year: 2017, Volume:3, Issue : 10
Pages: 125 - 127
INVELOX is a wind delivery system suitable for wind power harnessing. One of its innovative features is its capability of incorporating multiple wind turbine generator system in the venturi section. Its first innovative feature is the elimination of tower mounted turbine. Secondly, INVELOX captures wind flow through an omnidirectional intake or multi-unidirectional intakes and thereby there is no need for a passive and active yaw control to orient the wind turbine. Third, it accelerates the flow within a shrouded venturi section which is subsequently expanded and release into the ambient environment through a diffuser. When two or three turbines are in the venturi section, the wind power harnessed by second and third turbine is lesser than the first turbine power conservation. The modified venturi section result shows that it is possible wind power using multistage turbine is higher. Therefor the total harnessed power of the system increases. Also doing Analysis in ANSYS software.
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Abstract
