Integration of 4253HT smoother using Holt-Winters forecasting model on short-term electricity data
Accuracy in forecasting is vital to determine a precise result in every decision-making. However, massive spikes or outliers in a data series would interrupt the forecasting process. Hence, the smoothing method was introduced to prevent these factors from influencing forecast points. Throughout this...
Published in: | AIP Conference Proceedings |
---|---|
Main Author: | Mohamed A.S.T.; Adnan N.I.M.; Razali F.A.; Wahid S.N.S. |
Format: | Conference paper |
Language: | English |
Published: |
American Institute of Physics
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199291570&doi=10.1063%2f5.0213628&partnerID=40&md5=545d76f68d60219be24dc90ddf0512dc |
Similar Items
-
Modifications of 4253HT Smoother in Extracting Signal from Noise
by: Mohamed A.S.T.; Adnan N.I.M.; Razali F.A.; Wahid S.N.S.; Husain Q.N.
Published: (2024) -
Hanning’s Performance in 4253HT Smoother on Four Signals of Different Noise Levels
by: Mohamed A.S.T.; Adnan N.I.M.; Razali F.A.; Wahid S.N.S.; Husain Q.N.
Published: (2025) -
PERFORMANCE OF 4253HT SMOOTHER BY DIFFERENT HANNINGS: APPLICATION IN RAINFALL DATA
by: Mohamed, et al.
Published: (2023) -
Short term forecasting of electrical consumption using a neural network: joint approximate diagonal eigenvalue
by: Hussain M.M.; Zakaria Z.; Dahlan N.Y.; Ilham N.I.; Hussin Z.; Rahman N.H.A.; Yasin M.A.M.
Published: (2022) -
Topology Approach for Crude Oil Price Forecasting of Particle Swarm Optimization and Long Short-Term Memory
by: Yusoff M.; Ehsan D.; Sharif M.Y.; Sallehud-din M.T.M.
Published: (2024)