Sampling strategy analysis of machine learning models for energy consumption prediction

Z Wu, W Chu - 2021 IEEE 9th International Conference on …, 2021 - ieeexplore.ieee.org
With the development of the Internet of things (IoT), energy consumption of smart buildings
has been widely concerned. The prediction of building energy consumption is of great …

Analysis of the behavior pattern of energy consumption through online clustering techniques

J Viera, J Aguilar, M Rodríguez-Moreno… - Energies, 2023 - mdpi.com
Analyzing energy consumption is currently of great interest to define efficient energy
management strategies. In particular, studying the evolution of the behavior of the …

[HTML][HTML] A novel discrete deep learning-based intelligent methodology for energy consumption classification

M Khashei, F Chahkoutahi, N Bakhtiarvand - Energy Reports, 2023 - Elsevier
Energy consumption classification is one of the most widely-used approaches in the energy
area that is applied in various applications such as household, commercial, urban, rural …

IoT as a Platform for State-of-the-Art Load Modeling in Domestic Utility

BM Nandish, V Pushparajesh - 2021 Innovations in Power and …, 2021 - ieeexplore.ieee.org
As the demand increase from 0.9 TW to 1.2 TW in the last 5 years in India. Balancing the
load at demand side is much important to minimize the power outage or to improve power …

[PDF][PDF] Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques. Energies 2023, 16, 1649

J Viera, J Aguilar, M Rodríguez-Moreno… - 2023 - academia.edu
Analyzing energy consumption is currently of great interest to define efficient energy
management strategies. In particular, studying the evolution of the behavior of the …