1 GSOE 9141 – Smart Grids and Distribution Networks (Please delete notes in blue & the statements shown below prior to saving and uploading final version – Make sure you include your name and z-number...

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Big Data in the Smart Grid:
The opportunities offered by data analytics in the Smart Grid are endless. Provide an overview of big data characteristics in the Smart Grid, their source, collection methods and methods of analysis. (HINT: 5 Vs and learning algorithms)


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1 GSOE 9141 – Smart Grids and Distribution Networks (Please delete notes in blue & the statements shown below prior to saving and uploading final version – Make sure you include your name and z-number in the title above) Please provide the following in no more than five A4 pages in the required format: • Black type, 12 point Times New Roman, single column, white A4 paper size with the current margins maintained. Include the following in the report (Maintain the Headers): Brief Essay Big Data in the Smart Grid: The opportunities offered by data analytics in the Smart Grid are endless. Provide an overview of big data characteristics in the Smart Grid, their source, collection methods and methods of analysis. (HINT: 5 Vs and learning algorithms) .
Answered Same DayJul 16, 2021GSOE9141

Answer To: 1 GSOE 9141 – Smart Grids and Distribution Networks (Please delete notes in blue & the statements...

Neha answered on Jul 19 2021
143 Votes
Introduction
As the digital technology in the industries and concept of cloud computing is facing very rapid development, more data is produced from the digital equipment and sensors like the computers, phones, measuring infrastructure and others.
When we perform efficient and effective analysis over this data then it results in huge values and benefits for the daily life and activities performed in companies. When the data is collected and mounted, its structure also becomes complicated. The traditional fossil fuels present in the power grid faces the depletion problem and also the de-carbonization requires power to decrease the emission of carbon. the smart great and super get are used to provide effective solutions which can help us in rate the pace for renewable energy sources at high penetration (Song, Y., Zhou, G. and Zhu, Y).
When we try to define the big data, it is not clear or uniform currently. But on the basis of different definitions it was found that that big data is an emerging technical problem which came into industry with the huge amount of data from different categories and they have complicated structure which requires a framework and technique the information efficiently. The standard definition of the big data is dependent on the capability of the algorithm to mine the data and all the related hardware which are required to handle with the data sets. It can be thought as a predictive concept. The big data is amount of data which is beyond technical capabilities of technology to store and process it actively as the size of data increases along with the ICT technologies (Wang, K., Wang, Y., Hu, X., Sun, Y., Deng, D.J., Vinel, A. and Zhang, Y).
Basics of Smart grids
The smart grid is defined as the power system which has a layer of information over it. This layer allows us to make communication between the local actuators and the central controllers alone with the logistic units which help to respond the result in digital form. It helps to respond quickly in less time. According to the definition given by EU the smart grid is a form of electricity network which has power to integrate intelligently with the actions of the users like generators, consumers and both connected with it to deliver economic and secure supplies of the electricity efficiently.
When we compare it with the traditional power system then the widespread application present in the distributed generators is shaking the position of moving power...
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