Friday, 16 August 2019

T.E. Electrical VAP on "Advancement in Electrical Engineering using Machine Learning" [A.Y. 2019-2020]



Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves. The process of learning begins with observations or data, examples, direct experience or instruction, in order to look for patterns in data and make better decisions in the future based on the examples that we provide. Considering the Machine Learning role/importance in Electrical Engineering field as many control systems are built on a state model approach, and there are coefficients associated with each part of the state model. There are lots of rules for determining what the coefficients should be, but if the state changes, such as the insulation on a motor aging, or bearings losing lubrication, or the power factor on the feed changing then those coefficients change. But what do they change to? Based on this fact/problem we the team of electrical engineering decided to arrange Machine Learning Value Addition Programme (VAP) this year. One-week Value Addition Programme (VAP) was scheduled for T.E. Electrical students from date 15/07/2019 to 20/07/2019. Mr. Vidit Mathur, the eminent resource person was the trainer from Aedifico Training Institute PVT. LTD. New Delhi (110092) and Prof. Rohit G. Ramteke was the VAP Coordinator. As per the contents and scheduled discussed with Mr. Vaseem Durrani, Director of Aedifico Training Institute PVT. LTD. New Delhi (110092), the trainer from his firm taught each and every contents to students start from basics of Machine Learning and Python to complex difficulty level. 
The students enjoyed all the sessions of this VAP and satisfied with this technology. Considering the difficulty level of projects and real time application based projects, all the toolboxes, variables, functions, datatypes, List, Tuple, Arguments, various libraries like numpy lib, Matplot lib, Pandas etc. was well explained by the trainer by solving each query/problems/doubts of students. In the last session of VAP, the projects were distributed among group of students. Now, students are excited to work more on this technology based projects and exhibit/present their project work/model in ViSION-2019 project exhibition.

Wednesday, 14 August 2019

Power Electronics Notes


(1) Introduction to Power Electronics- Click Here

(2) Thyristors and Power Semiconductor Devices-Part 1- Click Here

(3) Thyristors and Power Semiconductor Devices-Part 2- Click Here

(4) Controlled Rectifier- Click Here

(5) Inverter- Click Here

(6) Chopper- Click Here

(7) Cycloconverter- Click Here