http://localhost:8080/xmlui/handle/123456789/3525 2026-06-23T06:31:41Z http://localhost:8080/xmlui/handle/123456789/3537 Title: Power system restoring based on Artificial Neural Network Authors: Patil, Rupali R.; Sohale, Jagruti R; Kangune, Sujata P. Abstract: Power companies now days are using different techniques for restoration of Power. There are many laid down procedures to be followed for Power restoration. Computer aided system can find more effective ways for power restoration. There are many challenges for power restoration. This paper briefly proves the idea behind the Artificial Neural Network in power restoration. It also describes the types of the Artificial Neural Network, their structures, different learning methods and power restoration methods. The power restoration plans are made by the Artificial Neural Network with the help of the power system restoration plan 2022-07-01T00:00:00Z http://localhost:8080/xmlui/handle/123456789/3528 Title: Study of Cryptography Encryption for Network Security Authors: Maniyar, Mariyam E Abstract: In order to provide security for network and data transmission for wireless network, cryptography and network encryption techniques are being used. One of the key aspects of wireless network data transmission is to provide data protection and security. In the wireless networks sensors are linked to the base station. The need for protecting wireless network sensor is very critical and hence encryption and network security are essential. Network security comprises security for the entire network system. Network security is important because it protects valuable data, which, when possessed by the wrong person, could end up causing a wide spectrum of problems, from inconveniences to catastrophes. An organization without adequate network security cannot function. Secure communication can be achieved through various encryption techniques viz. cryptography, digital signatures, steganography, digital watermarking etc. Cryptography is a technique of encryption used to secure information and protect the network, as various networks are related and admire attacks and intrusions. In this paper we discuss the cryptography with its aims, forms and algorithms. 2022-07-14T00:00:00Z http://localhost:8080/xmlui/handle/123456789/3526 Title: A Musical Composition Assistant System using LSTM Authors: Fegade, Poonam G; Jagtap, Trupti Abstract: : Universally, music is one of the elements that create harmony in this world. Traditionally playing music or creating it has always been seen as a manual task. Music can be created with the help of instruments, voices and sounds. In the Modern Era of technology and AI, we can automate this process. For this, we must understand the basic structure of how music forms and view it scientifically. For the proposed system, we are using RNN-LSTM algorithm to generate music from given sample inputs. A Musical Composition Assistant System (MCAS) involves transformation of music scores into time series representation, encoding the music. A model is designed to execute this algorithm where data is represented with the help of musical instrument digital interface (MIDI) file format for easier access and better understanding. Pre-processing of data before feeding it into the model, revealing methods to read, process and prepare MIDI files for input are used. This system creates good music pieces in MIDI format with given input. The proposed system uses Flask API to interact with the frontend 2022-07-12T00:00:00Z