Arima models in electrical load forecasting and their robustness to noise

E Chodakowska, J Nazarko, Ł Nazarko - Energies, 2021 - mdpi.com
The paper addresses the problem of insufficient knowledge on the impact of noise on the
auto-regressive integrated moving average (ARIMA) model identification. The work offers a …

Application of Double Seasonal Autoregressive Integrated Moving Average (DSARIMA) for Stock Forecasting

M Silfiani, FN Hayati, M Azka - Jurnal Statistika dan Komputasi, 2023 - journal.unugiri.ac.id
Background: Stock price forecasting assists investors to anticipate risks and opportunities in
making prudent investments and maximizing returns. Objective: This study aims to identify …

Short-Term Load Foresting Using Combination of Linear and Non-linear Models

N Rani, SK Aggarwal, S Kumar - IEEE Access, 2024 - ieeexplore.ieee.org
Numerous short-term load forecasting models are available in the literature. However, the
improvement in forecast accuracy using the combination models has yet to be analyzed on a …

Short-term electricity load forecasting model based dsarima

I Mado, A Rajagukguk, A Triwiyatno… - International Journal of …, 2022 - ijeepse.id
Forecasting short-term electrical load is very important so that the quality of the electrical
power supplied can be maintained properly. The study was conducted to measure the …

Handling missing values in greenhouse microclimate dataset using PCA-SARIMAX model

MR Ouamane, A Saboni, O Bennis… - … on Systems and …, 2021 - ieeexplore.ieee.org
The purpose of this paper is to present a novel approach to handle all-sensors losses of the
internal greenhouse environmental data due to the power cut throughout the greenhouse …

[PDF][PDF] Revista Internacional de Investigación e Innovación Tecnológica

JP Arenas-López, JL Martínez-Martínez… - riiit.com.mx
En general, los sistemas eléctricos de potencia se encuentran expuestos a diversas fuentes
de incertidumbre, dentro de las cuales destaca el comportamiento de la demanda de …

[PDF][PDF] Triple-Seasonal ARIMA Untuk Peramalan Data Konsumsi Beban Listrik

N Azizah, K Nugraheni, SAW Dinata - pdfs.semanticscholar.org
In life, electricity is an important and primary energy sources to meet the needs of human life,
in industry, economy and technology. Along with the increasing demand for electricity from …