Electricity demand forecasting in Malaysia using seasonal Box-Jenkins model
The development of a precise forecasting model for electricity demand is essential for optimizing the efficiency of planning within the power generation sector. The electricity demand data in Malaysia exhibits seasonal patterns, making it necessary to evaluate the forecasting capabilities of the Box...
| Main Authors: | Syarranur, Zaim, Siti Roslindar, Yaziz, Roslinazairimah, Zakaria, Nurul Najihah, Mohamad, Noor Fadhilah, Ahmad Radi |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Teknologi Malaysia
2025
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/44085/ http://umpir.ump.edu.my/id/eprint/44085/1/Electricity%20demand%20forecasting%20in%20Malaysia%20using%20seasonal%20Box-Jenkins%20model.pdf |
Similar Items
Multistep forecasting for highly volatile data using new algorithm of Box-Jenkins and GARCH
by: Siti Roslindar, Yaziz, et al.
Published: (2018)
by: Siti Roslindar, Yaziz, et al.
Published: (2018)
Forecasting of Electricity Demand in Malaysia with Seasonal Highly Volatile Characteristics using SARIMA – GARCH Model
by: Syarranur, Zaim, et al.
Published: (2023)
by: Syarranur, Zaim, et al.
Published: (2023)
Preliminary Analysis on Hybrid Box-Jenkins - GARCH Modeling In Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2015)
by: Siti Roslindar, Yaziz, et al.
Published: (2015)
Forecasting Malaysian overnight Islamic interbank rate using the Box-Jenkins model
by: Radzi, N. S. M., et al.
Published: (2021)
by: Radzi, N. S. M., et al.
Published: (2021)
Modified Box-Jenkins and GARCH for forecasting highly volatile time series data
by: Siti Roslindar, Yaziz
Published: (2019)
by: Siti Roslindar, Yaziz
Published: (2019)
A Comparative Study on Box-Jenkins and Garch mModels in Forecasting Crude Oil Prices
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
Malaysia tourism demand forecasting using box-jenkins approach
by: Amir Hamzah, Diyana Izyan, et al.
Published: (2018)
by: Amir Hamzah, Diyana Izyan, et al.
Published: (2018)
A study on private vehicle demand forecasting based on Box-Jenkins method
by: Abu, Noratikah, et al.
Published: (2019)
by: Abu, Noratikah, et al.
Published: (2019)
Box-jenkins and genetic algorithm hybrid model for electricity forecasting system
by: Mahpol, Khairil Asmani
Published: (2005)
by: Mahpol, Khairil Asmani
Published: (2005)
A study on private vehicle demand forecasting based on Box-Jenkins method
by: Noratikah, Abu, et al.
Published: (2018)
by: Noratikah, Abu, et al.
Published: (2018)
A comparative study on Box-Jenkins and Garch models in forecasting crude oil prices
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
Battery electric vehicle charging load forecasting using LSTM on STL trend, seasonality, and residual decomposition
by: Syahrizal, Salleh, et al.
Published: (2024)
by: Syahrizal, Salleh, et al.
Published: (2024)
Determination of Sample Size for Higher Volatile Data Using New Framework of Box-Jenkins Model With GARCH: A Case Study on Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
Determination of sample size for higher volatile data using new framework of hybrid Box-Jenkins - GARCH: a case study on gold price
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
Comparison of time series forecasting methods using neural networks and Box-Jenkins model.
by: Shabri, Ani
Published: (2001)
by: Shabri, Ani
Published: (2001)
Forecasting of Hydropower Production Using Box-Jenkins Model at Tasik Kenyir, Terengganu
by: Nornabila, Abu, et al.
Published: (2024)
by: Nornabila, Abu, et al.
Published: (2024)
Univariate forecasting model on demand of forklift at PBKSB and Box-Jenkins Methodology / Ainaliana Ying
by: Ying, Ainaliana
Published: (2015)
by: Ying, Ainaliana
Published: (2015)
ARIMA and symmetric GARCH-type models in forecasting Malaysia gold price
by: Siti Roslindar, Yaziz, et al.
Published: (2019)
by: Siti Roslindar, Yaziz, et al.
Published: (2019)
Forecasting of hydropower production using Box-Jenkins
model at Tasik Kenyir, Terengganu
by: Nornabila, Abu, et al.
Published: (2024)
by: Nornabila, Abu, et al.
Published: (2024)
Modeling and forecasting coconut oil prices using time series data analysis based on box-jenkins methodology
by: Suhaila, Bahrom, et al.
Published: (2024)
by: Suhaila, Bahrom, et al.
Published: (2024)
Forecast Exchange Rate with Box Jenkins Model: An Empirical Study
by: Zheng, Jingwen
Published: (2012)
by: Zheng, Jingwen
Published: (2012)
Crude Palm Oil Price Forecasting: Box-Jenkins Approach
by: Mohd Arshad, Fatimah, et al.
Published: (1986)
by: Mohd Arshad, Fatimah, et al.
Published: (1986)
Tourism forecasting in Pahang: an application of homestay by using box-jenkins approach
by: Noratikah, Abu, et al.
Published: (2018)
by: Noratikah, Abu, et al.
Published: (2018)
A case study on modelling and forecasting electricity demand data using double seasonal arima
by: Puteri Aiman Syahirah, Rosman, et al.
Published: (2025)
by: Puteri Aiman Syahirah, Rosman, et al.
Published: (2025)
Entropy of stable seasonal rainfall distribution in Kelantan
by: Muhammad Az-Zuhri, Azman, et al.
Published: (2017)
by: Muhammad Az-Zuhri, Azman, et al.
Published: (2017)
Alternative method outlier treatments with Box-Jenkins and neural network via interpolation method
by: Wahir, Norsoraya Azurin, et al.
Published: (2018)
by: Wahir, Norsoraya Azurin, et al.
Published: (2018)
Forecasting container throughput at Northport (Malaysia) Bhd using univariate modeling and box jenkins methodology / Nordina Amira Ramlan
by: Ramlan, Nordina Amira
Published: (2015)
by: Ramlan, Nordina Amira
Published: (2015)
Identification of a quadcopter autopilot system via Box–Jenkins structure
by: Bnhamdoon, Omar Awadh Ahmed, et al.
Published: (2020)
by: Bnhamdoon, Omar Awadh Ahmed, et al.
Published: (2020)
The Performance of Hybrid ARIMA-GARCH Modeling in Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2013)
by: Siti Roslindar, Yaziz, et al.
Published: (2013)
Forecast of Electrical Power Demand
by: Lee, Khen Shen
Published: (2016)
by: Lee, Khen Shen
Published: (2016)
An Empirical Analysis of UCITS and Non-UCITS Funds using the Box-Jenkins Method
by: Zammit, Francesca
Published: (2013)
by: Zammit, Francesca
Published: (2013)
Forecasting natural rubber production in Malaysia: box-jenkins vs artificial neural network method / Liyana Husna Shamsudin and Nur Fadhliana Ithnin
by: Shamsudin, Liyana Husna, et al.
Published: (2018)
by: Shamsudin, Liyana Husna, et al.
Published: (2018)
Autocorrelated process control: Geometric Brownian Motion
approach versus Box-Jenkins approach
by: Salleh, R. M., et al.
Published: (2018)
by: Salleh, R. M., et al.
Published: (2018)
Alternative method: outlier treatments with box-jenkins and neural network via interpolation method
by: Wahir, Norsoraya Azurin, et al.
Published: (2018)
by: Wahir, Norsoraya Azurin, et al.
Published: (2018)
Innovations in the ARIMA - GARCH Modeling in Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2014)
by: Siti Roslindar, Yaziz, et al.
Published: (2014)
Estimation of Missing Rainfall Data in Pahang using Modified Spatial Interpolation Weighting Methods
by: Roslinazairimah, Zakaria, et al.
Published: (2015)
by: Roslinazairimah, Zakaria, et al.
Published: (2015)
Skew-t Copula
by: Roslinazairimah, Zakaria, et al.
Published: (2023)
by: Roslinazairimah, Zakaria, et al.
Published: (2023)
Development of Box-Jenkins type time series models by combining conventional and orthonormal basis filter approaches
by: Tufa , L.D., et al.
Published: (2010)
by: Tufa , L.D., et al.
Published: (2010)
Development of Box–Jenkins type time series models by combining conventional and orthonormal basis filter approaches
by: Tufa , L.D., et al.
Published: (2010)
by: Tufa , L.D., et al.
Published: (2010)
Development of Box-Jenkins type time series models by combining conventional and orthonormal basis filter approaches
by: Tufa , L.D., et al.
Published: (2010)
by: Tufa , L.D., et al.
Published: (2010)
Similar Items
-
Multistep forecasting for highly volatile data using new algorithm of Box-Jenkins and GARCH
by: Siti Roslindar, Yaziz, et al.
Published: (2018) -
Forecasting of Electricity Demand in Malaysia with Seasonal Highly Volatile Characteristics using SARIMA – GARCH Model
by: Syarranur, Zaim, et al.
Published: (2023) -
Preliminary Analysis on Hybrid Box-Jenkins - GARCH Modeling In Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2015) -
Forecasting Malaysian overnight Islamic interbank rate using the Box-Jenkins model
by: Radzi, N. S. M., et al.
Published: (2021) -
Modified Box-Jenkins and GARCH for forecasting highly volatile time series data
by: Siti Roslindar, Yaziz
Published: (2019)