[PDF][PDF] Deep Learning for Analysis of Time-Series in Smart Home Environments

MM Kashani - 2022 - nova.newcastle.edu.au
Electrical energy wastage is a major problem in residential areas in modern societies.
Energy production costs our environment a great deal and wasting such valuable assets will …

Utilização de aprendizado de máquina para classificação de perfis de consumo de energia elétrica nas diferentes regiões do Brasil

NRM Siqueira - 2023 - repositorio.ufrn.br
A previsão precisa do consumo de energia pode contribuir significativamente para melhorar
a gestão da distribuição e, potencialmente, contribuir para controlar e reduzir os índices de …

Deep Q-Learning framework based Solar Energy Generation Prediction

S Bera, GS Gupta, D KUMAR, SS Kumar, KK Gupta - 2022 - researchsquare.com
In the recent years, the power system market has seen a huge shift towards the utilisation of
Renewable energy sources (RES) as candidates of power generation since they proved to …

Intelligent Monitoring of Power System Electricity Consumption Based on Isolation Forest Algorithm

J Yin, F Li, X Xu, Y Cheng, L Zhu, D An… - … Conference on New …, 2023 - ieeexplore.ieee.org
Aiming at the problems of large amounts of power consumption data, high dimensionality,
few samples of abnormal points in the actual data set, and high acquisition cost under the …

Artificial intelligence modeling for power system planning

S Knežević, M Žarković - 2024 - researchsquare.com
This paper presents artificial neural network (ANN) models for prediction of energy
consumption compared with autoregressive integrated moving average (ARIMA) modeland …

Previsión del consumo eléctrico en el cantón Salcedo mediante técnicas de aprendizaje automático

OFC Yugcha, CJM Guaman… - REVISTA …, 2024 - revista.uisrael.edu.ec
En respuesta al crecimiento de la demanda de energía eléctrica, este estudio se centra en
la eficiente previsión del consumo eléctrico en el cantón Salcedo, Ecuador. Se adoptaron …

Application of Joint Attention Mechanism and Improved Neural Network Model for Energy Consumption Prediction of Central Air Conditioning in Pharmaceutical …

YN Zhang, R Xiao - Available at SSRN 4815861 - papers.ssrn.com
Pharmaceutical production cannot be separated from industrial refrigeration systems. The
high dependence on industrial central air-conditioning leads to a large proportion of energy …

[PDF][PDF] Sensor-Based Systems, Data Acquisition, Analysis, and Prediction Algorithms for the Energy Data of Smart Homes

A Hussain - aisberg.unibg.it
Abstract 1 1 Introduction 3 1.1 Background................................ 3 1.2 Research
Problem............................ 4 1.3 Research Objective............................ 5 1.4 Philosophy of the …

[PDF][PDF] From Big Data to Smart Data for City Street Lighting Analytics

M Ali - aisberg.unibg.it
From Big Data to Smart Data for City Street Lighting Analytics Page 1 UNIVERSITY OF
BERGAMO School of Doctoral Studies Doctoral Degree in Engineering and Applied Sciences …

Electricity Consumption Prediction Based on Time Series Data Features Integrate with Long Short-Term Memory Model

J Wang, H Mou, H Lin, Y Jin, R Wang - Business Intelligence and …, 2022 - Springer
The forecast of electricity consumption is of great significance to adjusting the power supply
dispatching scheme and optimizing economic structure. Electricity consumption prediction is …