Darshan Institute of Engineering and Technology

Rajkot Gujarat, India

Darshan Institute of Engineering and Technology

Rajkot Gujarat, India
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Sanghani G.,Darshan Institute of Engineering and Technology | Kotecha K.,Parul University
International Conference on Computing, Analytics and Security Trends, CAST 2016 | Year: 2017

Continuously increasing ratio of spam mails has raised a serious issue regarding the Content of an e-mail and the user Consent for accepting an e-mail. The content of spam mails changes over a time period as, spammers apply different techniques to elude filters. The consent relates individual user's preferences for discriminating mails as spam or legitimate. We present personalized spam filter using incremental training of support vector machines (SVM). The filter is built with two different approaches. In the first approach, the filter is incrementally trained with support vectors and a set of incoming mails, keeping the same set of features. While in the second approach, the feature set is heuristically updated before applying incremental training to SVM. In depth comparison of results with conventional SVM batch training shows that the incremental approach achieves higher classification accuracy and lower false positive rate. © 2016 IEEE.


Siddhapura K.,RK University | Siddhapura K.,Darshan Institute of Engineering and Technology | Jadeja R.,Marwadi Education Foundation
Advances in Intelligent Systems and Computing | Year: 2017

This paper gives an idea of how to utilize the processor-in-the-loop (PIL) and reduce the development time. The rapid advancement of the computer system and user interactive software empowers the lot of simulation software which are available for technical applications. In this paper, the simple mathematical formulations using simulation block sets are formed. The simulated mathematical formulations are transformed into embedded C code. The generated code is launched into the embedded processor. The communication link between host PC and target processor is formed to view real-time variation where part of the simulation runs in PC and part in processor. The simulation results are compared with launched program executed by the processor. This approach unified the designer with a program and reduced the core technical manpower effort, simultaneously increases more functionality to test the program in processor. The simulation platform is used as MATLAB and Simulink, and STM32F4 Discovery board is used as a target to launch the program in processor. © Springer Nature Singapore Pte Ltd. 2017.


Sreenivasa C.G.,Davangere University | Devadasan S.R.,PSG College of Technology | Murugesh R.,Darshan Institute of Engineering and Technology
International Journal of Advanced Manufacturing Technology | Year: 2012

The world's manufacturing community has been questing for ways to face the onslaught of competition. One of those ways is the adoption of agile manufacturing (AM) paradigm. AM paradigm enables a company to quickly respond to the customers' dynamic demands. In order to implement AM paradigm, a model named "model for enhancing total agility level" (METAL) is proposed in this paper. METAL enunciates the assessing of the total agility level (TAL), identifying the weak AM criteria and subsequently strengthening them. The practicality of METAL has been explored in an air dryer manufacturing company. During this case study, refrigeration air dryer was considered as AM capable product. After assessment, three weak AM criteria were identified. Proposals were drawn to strengthen these three weak AM criteria. These proposals envisage the strengthening of the weak AM criteria through the removal of nonvalue adding activities, utilization of mathematical models, and creation of web portal. The reassessment has indicated the possibility of enhancing the TAL value in the above company through the implementation of these proposals. The experience of carrying out this research has revealed that the deployment of METAL would facilitate the contemporary companies to systematically infuse AM paradigm and enhance their TAL values. © 2011 Springer-Verlag.


Dave D.K.,Government Engineering College | Murugesh R.,Darshan Institute of Engineering and Technology | Devadasan S.R.,PSG College of Technology
International Journal of Services and Operations Management | Year: 2015

In this paper, a literature review conducted for the purpose of tracing the origin of Lean Six Sigma (LSS) concept and examining its principles and applications are reported. This literature review was begun by gathering research papers reporting review on LSS. On reviewing these papers, it was found that, these papers deal with as many as seven issues concerning the LSS. Maximum numbers of papers were found to deal with the areas and sectors of implementing LSS are minimum in number. The review of these papers has indicated that LSS encompasses the principles, tools and techniques of Lean and Six Sigma concepts. Because of the integration of these two concepts, the number of tools and techniques used while implementing LSS is very high. Hence, tactical selection of a set of tools plays a vital role in successfully implementing LSS in organisation. This observation implies that several frameworks are necessary for successfully implementing LSS in several sectors. Although LSS has found wide applications, it is yet to find applications in certain sectors. In the context of these observations, this paper is concluded by appraising the future researchers to conduct case studies in organisations and sectors which are slow in implementing LSS implementation and to evolve sector-specific LSS implementation models. Copyright © 2015 Inderscience Enterprises Ltd.


Modi K.B.,Saurashtra University | Shah S.J.,Darshan Institute of Engineering and Technology | Pujara N.B.,Saurashtra University | Pathak T.K.,Government Engineering College | Jhala I.G.,Saurashtra University
Journal of Molecular Structure | Year: 2013

This communication presents the effect of high energy ball milling induced strain and grain size reduction on Infrared spectral evolution, elastic, optical and thermodynamic properties of un-milled and 3, 6 and 9 h. milled samples of spinel ferrite composition, Ni0.5Zn0.5Fe2O4, studied by means of X-ray powder diffractometry and infrared spectroscopy measurements at 300 K. A simple approach is used for force constants determination and found to be quite satisfactory. The elastic moduli, elastic wave velocities, Debye temperature, threshold energy, molar heat capacity, refractive index, reflectivity, jump rate of charge carriers for the ferrites have been determined and they are found to vary in accordance with variation of lattice constant and milling induced strain as a function of milling time. No effect on the elastic parameters is observed due to milling induced grain size reduction. Elastic constants calculated using the relation, Ko = (60 + 490 * SN) and heterogeneous metal mixture rule are in agreement with those determined from IR and XRD patterns analysis, validates the applicability of these approaches. The lattice energy for polycrystalline ferrite materials and single crystalline counterpart as well as electronic contribution to molar heat capacity has been calculated. © 2013 Elsevier Ltd. All rights reserved.


Sreenivasa C.G.,PSG College of Technology | Devadasan S.R.,PSG College of Technology | Murugesh R.,Darshan Institute of Engineering and Technology
International Journal of Services and Operations Management | Year: 2012

During the recent years, competition is intensified due to the globalisation and entry of several players in markets. This situation has facilitated the modern customers to demand innovative products and models in varied volumes. In order to fulfil this customer demand, it is necessary for the traditional manufacturing companies to practice agile manufacturing (AM) principles. On adoption of AM, a traditional company can exhibit agility by which it reacts quickly to meet the customers' dynamic demands. AM has to be implemented by the traditional manufacturing companies by acquiring several criteria. Some of them may not exist or may exist feebly in traditional manufacturing companies. In this situation, the traditional manufacturing companies need to assess the level at which agility is practiced. In order to fulfil this need, a 30 criteria AM assessment tool is contributed in this paper. Using this tool, the total agility level in a pneumatic enabling products manufacturing company was assessed. After a comprehensive analysis, the drag and failure factors that prevent this company from becoming agile were identified. Subsequently, the mitigating actions and success ingredients for suppressing and overcoming them were evolved and suggested as proposals. Most of these proposals were acceptable to the management of this company. © 2012 Inderscience Enterprises Ltd.


Gnanaraj S.M.,PSG College of Technology | Devadasan S.R.,PSG College of Technology | Murugesh R.,Darshan Institute of Engineering and Technology | Sreenivasa C.G.,Davangere University
Production Planning and Control | Year: 2012

This article suggests the adoption of a model on Lean Six Sigma for successfully implementing it in small and medium engineering enterprises (SMEs). This model is given the name Deficiency Overcoming Lean Anchorage Define Measure Analyse Improve Control Stabilise (DOLADMAICS). The DOLADMAICS model has been designed to lift up an SME through the implementation of Lean Six Sigma in five levels. The implementation study on first level of DOLADMAICS model conducted in an Indian SME, manufacturing a component called cylinder frames, has been reported in this article. After conducting this implementation study, it was found that the first level of DOLADMAICS model would act as a catalyst and guide for sensitising the management of SMEs to successfully implement Lean Six Sigma. © 2012 Taylor & Francis.


Gondaliya V.,Darshan Institute of Engineering and Technology | Mandaviya K.,Marwadi Education and Foundation Group of Institute
Proceedings of the International Conference on Inventive Computation Technologies, ICICT 2016 | Year: 2016

Sentiment analysis is all about opinion mining. Analyze emotions, characteristics and opinions of users about any products, topics, or problem. For the public opinion, internet is becoming a spreading and very wide platform where online forums, social sites, blogs and other sites contains opinion and review of people in form of comments and posted messages. Now a days the knowledge obtained from these sites, blogs and comments and poster is very useful for marketing research. In these process to detect online trending forum, In first phase emotional polarity of poster messages is calculated and in second phase trending forums are identified using clustering method i.e. EM (Expectation Maximization) and different classification methods i.e. SVM, PSO-SVM, Naïve Bayes, Random forest. In this research paper, emotional polarity of poster comments calculated by Lexicon approach of sentiment analysis using python script. After that trending forums are identified by two approaches EM clustering and Random Forest classification technique gives better result than previous approaches to detect trending forum.


Kantaria R.A.,M. S. University of Baroda | Joshi S.K.,M. S. University of Baroda | KRSiddhapura,Darshan Institute of Engineering and Technology
India International Conference on Power Electronics, IICPE 2010 | Year: 2011

The Static Synchronous Compensator (STATCOM) is increasingly popular in power quality application. The Voltage Source Inverter (VSI) based STATCOM is used for eliminating current harmonics and compensating reactive power. This VSI draw or supply a compensating current from the utility such that it cancels current harmonics on the AC side. STATCOM generates a current wave such that it compensate by cancelling out the non-linear current waveform generateted by load. In this paper hysteresis controller based STATCOM is proposed. The STATCOM modeled using Simulink of MATLAB. Simulation result of 6 pulse VSI based STATCOM validate current control strategy to prevent harmonics current and compensate reactive power. ©2011 IEEE.


Dobaria B.,Darshan Institute of Engineering and Technology | Pandya M.,Visveswaraya National Institute of Technology | Aware M.,Visveswaraya National Institute of Technology
Energy | Year: 2016

The analytical assessment of 5.05 kWp grid tied photovoltaic plant performance on the system level has been carried out in this study. The solar PV plant has been installed on the roof of the block-A of the Darshan Institute of Engineering and Technology, Rajkot. India. The Darshan Institute of Engineering and Technology has been monitoring and recording all the parameters of 5.05 kWp grid tied solar PV power plant for 3 years. This paper helps in study of the performance and consistency of this system. The final yield, reference yield and performance ratio are observed to vary from 2.96 h/d to 5.43 h/d, 4.22 h/d to 7.29 h/d and 68%-83% respectively. The global in-plane solar radiation at the city of Rajkot is 2212 kWh/m2/annum. The average annual measured energy yield of the plant is found to be 1636 kWh/kWp. The total estimated system losses due to irradiance angle, temperature, module quality, array and cell mismatch, AC/DC wiring, MPPT, soiling and dirt, and inverter are found to be 26%. As a whole, the location, soiling pattern, design of PV and maintenance of solar PV system are the primary reasons of energy variability and system energy production. © 2016 Elsevier Ltd.

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