Rajasthan Technical University

About: Rajasthan Technical University is a education organization based out in Kota, Rajasthan, India. It is known for research contribution in the topics: Photovoltaic system & PID controller. The organization has 716 authors who have published 1084 publications receiving 4530 citations. The organization is also known as: RTU.

Efficiency enhancement of food recognition using artificial neural network

Abstract: In this paper, we have a tendency to apply a artificial neural network (ANN) to the tasks of detective work and recognizing food pictures. Be- explanation for the wide diversity of styles of food, image recognition of food things is usually terribly difficulties. Be that as it may, deep learning has been indicated as of late to be a truly intense image recognition system, and ANN could be a dynamic way to deal with deep learning. We tend to connected ANN to the errands of food location and recognition through parameter change. We tend to made a dataset of the preeminent incessant food things in a publically available food-logging framework, and utilized it to recognition execution. ANN demonstrated fundamentally higher accuracy than did antiquated support-vector-machine-based routes with handmade choices. Furthermore, we tend to establish that the convolution bits demonstrate that shading commands the component extraction strategy. For food image discovery, ANN also indicated fundamentally higher accuracy than a customary procedure. Fundamentally higher accuracy than a customary strategy.

Framework for Faster Index Search

Abstract: In the age of the web the quantity of archives is developing every day, every hour and every moment. In such a climate the recovery of the connected data is of main issue. In this paper the focal point of the idea of the full text search engine with the reference of Lucene and furthermore examine in respect of the indexing and framework plan. In the framework, we have used the concept of the wordnet for the formation of the lexical chains, in order to find the related words and also to include the image search, we will be using the Tesseract API for extracting the text from the images, and then perform the search on that. This paper is only the conceptual explanation of the proposed work and the final implementation and result analysis we will include in the next research work.

A Contemporary Review of Pushing/Pulling Strength at Different Handle Heights

Abstract: A significant amount of research has been done to examine factors affecting pushing and pulling activities such as cart weight/load, exerted forces, handling tasks (push and pull) and more. However, very little has been done to determine the height of the handle to work efficiently. Ergonomics principles are the best technique for implementing in any industry to evaluate and control the risks arising due to various work activities. The purpose of this paper was to undertake a detailed analysis of the handle height used in the cart so that there is no or less musculoskeletal strain resulting from tasks of pushing and pulling. 34 studies are classified for specific application sectors for finding an effective way to work at different handle heights. The selected articles were grouped for publication trend, factors, field wise journals and anthropometric data. The current research gives researchers knowledge about the current status and most effective handle height used by researchers for future work.

Concept of Network Planning and Ancillary Services for Integration of Solar Parks: Global Impact of Intermittent RE Generation

Abstract: This research paper intends to cover the integration of intermittent renewable energies in an existing electrical system and in particularly in the case of solar parks. This includes aspects related with the operation, control and security analysis of solar parks in transmission system. The delivery of power from Solar Parks to the transmission system is related with the security of the electrical system. The main aspect to consider is the integration of Solar Parks and how regulates them with global problem in which the energy balance of the transmission system to be maintained and the consequences when this balance is lost voltage and flows control also comparative analyze in this work.

Hopping Spider Monkey Optimization

Abstract: The area of swarm intelligence has been increasing extensively and new algorithms are getting formulated inspiring from the collective behavior of the social animal societies. One such algorithm is the spider monkey optimization (SMO) algorithm evolved by Bansal et al. (Memetic Comput. 6(1):31–47, 2014) in 2014. It is based on Fission-Fusion socially structured animals. It has been considered as a well-balanced algorithm and has outperformed many of the other competitive algorithms. In this paper, to advance its diversification and intensification capability, a new alternative of SMO algorithm namely Hopping Spider Monkey Optimization (HSMO) has been proposed on being inspired by the hopping mechanism of a grasshopper. To testify the efficacy and to derive how accurate this newly proposed variant is, it is proved over 15 standard benchmark functions. The so obtained numerical results are analyzed and contrasted with numerous state-of-art algorithms accessible in the research and hence validate the newly proposed approach.