Browsing Department of Computer Science and Engineering by Author "b3957c3a-5033-4afd-83f7-aea49e99f2f6"
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Big Data Energy Management, Analytics and Visualization for Residential Areas
Gupta, Ragini; Al-Ali, A. R.; Zualkernan, Imran; Das, Sajal K. (IEEE, 2020)With the rapid development of IoT based home appliances, it has become a possibility that home owners share with Utilities in the management of home appliances energy consumption. Thus, the proposed work empowers home ... -
Using Linear Regression and Back Propagation Neural Networks to Predict Performance of Soiled PV Modules
Shapsough, Salsabeel Yousef; Dhaouadi, Rached; Zualkernan, Imran (Elsevier, 2019)This paper presents a study on neural network-based modeling techniques and sensor data to estimate the power output of photovoltaic systems under soiling conditions. Predicting maximum power output under soiling conditions ...