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Big Data and Analytics - PDF

   

Added on  2021-06-17

8 Pages1869 Words77 Views
Running Head: BIG DATA AND ANALYTICSBig Data and AnalyticsName of the StudentName of the UniversityAuthor Note
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1BIG DATA AND ANALYTICSTable of ContentsBackground Information..................................................................................................................2Reporting / Dashboard.....................................................................................................................2Research...........................................................................................................................................4Recommendations............................................................................................................................5Recommendation 1......................................................................................................................5Recommendation 2......................................................................................................................6Reflection.........................................................................................................................................6References........................................................................................................................................7
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2BIG DATA AND ANALYTICSBackground InformationThe University of Ballarat created the Solar Cities Project. The project involved theVictorian Suburbs of Loddon Mallee and Grampians. As part of the project, households andbusinesses in the region were involved. The project required that the households and businesseshouses monitor their power consumptions. On the basis of type of dwellings data was collectedon parameters of estimated age of their houses, type of wall construction, roof colour, number ofstories in the building and square area of the dwelling. Further, information on the number ofbedrooms, bathrooms and living rooms was also collected. Moreover, the owners had to provideinformation regarding the type and number of lamps used. Most importantly information on amount of power being created by solar panels installedon rooftops was gathered. The most important purpose of the project was to get information onfeatures of a building which determines the energy consumption of a building. Since energyproduction is dependent on fossil fuel there the consumption of power was related to the releaseof CO2.The project intended to relate the drivers of power consumption in a building with therelease of CO2. As a result of the analysis the project envisioned to modify, make changes in abuilding so as to reduce the energy need of the building. Reporting / DashboardIn order to understand the power usage of the region investigation was done into the givendataset. The investigation shows that power usage for dark or intermediate coloured roofs is higher thanlight coloured roofs. In fact, the power usage has steadily grown over the period of 2012 – 15. Itis found that the installation of 1500 PV panels the power usage increases. On the other hand,through the installation of 2000 or 2500 PV panels the average power usage has decreased over
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