Performance Evaluation of ANFIS, ANN and RSM in Biodiesel Synthesis from Karanja Oil with Domestic Microwave Set Up

2021 ◽  
Author(s):  
Sunil Kumar ◽  
Dr. Jasbir Singh ◽  
Jasbir Singh ◽  
Vivudh Fore
Mathematics ◽  
2021 ◽  
Vol 9 (4) ◽  
pp. 398
Author(s):  
Tong Xin ◽  
Guolai Yang ◽  
Fengjie Xu ◽  
Quanzhao Sun ◽  
Alexandi Minak

The system designed to accomplish the engraving process of a rotating band projectile is called the gun engraving system. To obtain higher performance, the optimal design of the size parameters of the gun engraving system was carried out. First, a fluid–solid coupling computational model of the gun engraving system was built and validated by the gun launch experiment. Subsequently, three mathematic variable values, like performance evaluation indexes, were obtained. Second, a sensitivity analysis was performed, and four high-influence size parameters were selected as design variables. Finally, an optimization model based on the affine arithmetic was set up and solved, and then the optimized intervals of performance evaluation indexes were obtained. After the optimal design, the percent decrease of the maximum engraving resistance force ranged from 6.34% to 18.24%; the percent decrease of the maximum propellant gas temperature ranged from 1.91% to 7.45%; the percent increase of minimum pressure wave of the propellant gas ranged from 0.12% to 0.36%.


Fuel ◽  
2015 ◽  
Vol 140 ◽  
pp. 597-608 ◽  
Author(s):  
Vivek Rathore ◽  
Sudha Tyagi ◽  
Bharat Newalkar ◽  
R.P. Badoni

Author(s):  
Ken Ueno ◽  
Michiaki Tatsubori

An enterprise service-oriented architecture is typically done with a messaging infrastructure called an Enterprise Service Bus (ESB). An ESB is a bus which delivers messages from service requesters to service providers. Since it sits between the service requesters and providers, it is not appropriate to use any of the existing capacity planning methodologies for servers, such as modeling, to estimate the capacity of an ESB. There are programs that run on an ESB called mediation modules. Their functionalities vary and depend on how people use the ESB. This creates difficulties for capacity planning and performance evaluation. This article proposes a capacity planning methodology and performance evaluation techniques for ESBs, to be used in the early stages of the system development life cycle. The authors actually run the ESB on a real machine while providing a pseudo-environment around it. In order to simplify setting up the environment we provide ultra-light service requestors and service providers for the ESB under test. They show that the proposed mock environment can be set up with practical hardware resources available at the time of hardware resource assessment. Our experimental results showed that the testing results with our mock environment correspond well with the results in the real environment.


2019 ◽  
Vol 20 (6) ◽  
pp. 206-212
Author(s):  
Keisuke Usui ◽  
Akira Isobe ◽  
Naoya Hara ◽  
Tomoya Muroi ◽  
Osamu Sajiki ◽  
...  

Author(s):  
Y. G. Baligatti ◽  
Shilpa Danappanavar

<div><p><em>Rural Banking in India refers to a set up of financial institutions for the economic improvement of rural poor in rural areas. The Karnataka Vikas Grameena Bank is the one of the leading RRBs in Karnataka and has occupied an unique place in the multiagency approach applied to provide agricultural and rural credit in rural areas of Karnataka. </em><em>The KVG Bank has the front runner in catering to the needs of the farmers, traders, rural artisans, Professionals, self-employed, contractors and all other sections of the society.</em></p><p><em>In this paper an attempt is made to evaluate the role of the Karnataka Vikas Grameena Bank towards priority sector lending in Karnataka, through the parameters like disbursement of loan to various priority sectors like Agriculture, allied Activities, SSI units and Trade or Services. The study reported that,</em> <em>the KVG Bank has provided highest loan to agriculture as compare to other sector of the rural area and playing the significant role towards the development of agriculture sector. Further it is noted that the priority sector advances of the bank to allied activities is insignificant reflecting its utter negligence of allied activities.</em></p></div>


2020 ◽  
Vol 39 (3) ◽  
pp. 4299-4311
Author(s):  
Kuang-Hua Hu ◽  
Sin-Jin Lin ◽  
Ming-Fu Hsu ◽  
Fu-Hsiang Chen

This study introduces a dynamic decision architecture that involves three steps for corporate performance forecasting as such bad performance has been widely recognized as the main trigger for a financial crisis. Step-1: performance evaluation and integration; Step-2: forecasting model construction; and Step-3: knowledge generation. First, the decision making trial and evaluation laboratory (DEMATEL) is incorporated with balanced scorecards (BSC) to discover the complicated/intertwined relationships among BSC’s four perspectives. To overcome the problem of BSC that cannot yield a specific direction, the study then employs data envelopment analysis (DEA). Apart from previous studies that utilize an all embracing one-stage model, this set-up extends it to a two-stage model that calculates the performance scores for each BSC perspective. By doing so, users can realize a company’s weaknesses and strengths and identify possible paths toward efficiency. VIKOR is subsequently used to summarize all scores into a synthesized one. Second, the analyzed outcomes are then fed into random vector functional-link (RVFL) networks to establish the forecasting model. To handle the opaque nature of RVFL, the instance learning method is conducted to extract the implicit decision logics. Finally, the introduced architecture, tested by real cases, offers a promising alternative for performance evaluation and forecasting.


2006 ◽  
Vol 12 (2) ◽  
pp. 25-36
Author(s):  
Zoran Ivanović ◽  
Tea Baldigara

The scope of the paper is to present how multilevel models can be used in educational process performance evaluation. In the first part educational process is defined, with a particular attention to educational process performance, efficiency effectiveness and hierarchical structure of the educational process. The second part of the paper is dedicated to multilevel models, their characteristics and application. The last part of the paper shows how a basic two-level regression model can be set up and used in students’ satisfaction evaluation.


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