A Comparative Analysis of Techniques for Forecasting Electricity Consumption
The issue of obtaining reliable forecasting methods for electricity consumption has been widely discussed by past research work. This is due to the increased demand for electricity and as a result, the development of efficient pricing models. Several techniques have been used in past research for fo...
| Main Authors: | P., Ozoh, S., Abd-Rahman, J., Labadin, M., Apperley |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
International Journal of Computer Applications
2014
|
| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/8465/ http://ir.unimas.my/id/eprint/8465/1/A%20Comparative%20Analysis%20of%20Techniques%20for%20Forecasting%20Electricity%20Consumption%20%28abstract%29.pdf |
Similar Items
Modeling Electricity Consumption using Modified Newton's Method
by: P., Ozoh, et al.
Published: (2013)
by: P., Ozoh, et al.
Published: (2013)
Visualizing a control strategy for estimating electricity consumption
by: Ozoh, Patrcik, et al.
Published: (2014)
by: Ozoh, Patrcik, et al.
Published: (2014)
A Survey of Methods for Achieving Efficiency in Electricity Consumption
by: P., Ozoh, et al.
Published: (2016)
by: P., Ozoh, et al.
Published: (2016)
The Taguchi-neural networks approach to forecast electricity consumption
by: M.F., Romlie, et al.
Published: (2008)
by: M.F., Romlie, et al.
Published: (2008)
Forecasting electricity consumption using the second-order fuzzy time series
by: Tay, K. G., et al.
Published: (2020)
by: Tay, K. G., et al.
Published: (2020)
Forecasting electricity consumption using SARIMA method in IBM SPSS software
by: Sze, En Sim, et al.
Published: (2019)
by: Sze, En Sim, et al.
Published: (2019)
Forecasting of water consumptions expenditure using Holt Winter’s and ARIMA
by: M. Razali, S. N. A., et al.
Published: (2018)
by: M. Razali, S. N. A., et al.
Published: (2018)
Electricity consumption forecasting using Adaptive Neuro-Fuzzy Inference System (ANFIS)
by: K.G., Tay, et al.
Published: (2019)
by: K.G., Tay, et al.
Published: (2019)
Deseasonalisation in electricity load forecasting
by: Nor, Maria Elena, et al.
Published: (2017)
by: Nor, Maria Elena, et al.
Published: (2017)
Electricity consumption forecasting using Nonlinear Autoregressive with External (Exogeneous) input neural network
by: K. G., Tay, et al.
Published: (2019)
by: K. G., Tay, et al.
Published: (2019)
Enhancing electricity consumption forecasting in limited dataset: A simple stacked ensemble approach incorporating simple linear and support vector regression for Malaysia
by: Chuan, Zun Liang, et al.
Published: (2025)
by: Chuan, Zun Liang, et al.
Published: (2025)
Forecast of Electrical Power Demand
by: Lee, Khen Shen
Published: (2016)
by: Lee, Khen Shen
Published: (2016)
Forecasting Availability and Consumption of Rubberwood in Peninsular Malaysia
by: Merous, Noor Hazmira
Published: (2011)
by: Merous, Noor Hazmira
Published: (2011)
Associate Professor Dr. Roslinazairimah produces electricity forecasting software for electric cars
by: Nur Hartini, Mohd Hatta
Published: (2024)
by: Nur Hartini, Mohd Hatta
Published: (2024)
Analysis of household electricity consumption behaviours: impact of domestic electricity generation
by: Motlagh, Omd, et al.
Published: (2015)
by: Motlagh, Omd, et al.
Published: (2015)
Comparative Study of Earnings Forecasts Techniques: Which one generates the most accurate earnings forecasts under Chinese environment?
by: Zhang, Huipu
Published: (2014)
by: Zhang, Huipu
Published: (2014)
The elements that influence sustainable consumption behaviour: the empirical analysis of electric vehicle consumption
by: Zhang, Qian
Published: (2022)
by: Zhang, Qian
Published: (2022)
State of the Art Machine Learning Techniques for Time Series Forecasting: A Survey
by: Nyein Naing, Wai Yan, et al.
Published: (2015)
by: Nyein Naing, Wai Yan, et al.
Published: (2015)
Short-term electricity price forecasting in deregulated electricity market based on enhanced artificial intelligence techniques / Alireza Pourdaryaei
by: Alireza , Pourdaryaei
Published: (2020)
by: Alireza , Pourdaryaei
Published: (2020)
River water level time-series forecasting by using smoothing technique
by: Hamidon, Ahmad Mursyid, et al.
Published: (2022)
by: Hamidon, Ahmad Mursyid, et al.
Published: (2022)
Investigation of Monitoring Electrical Consumption on Load Using IoT
by: Muhammad Zuhairi, Azharudin, et al.
Published: (2023)
by: Muhammad Zuhairi, Azharudin, et al.
Published: (2023)
Evaluation of machine learning techniques for forecasting Malaysia's consumer price index: a comparative study
by: Cham, Ying Chyi, et al.
Published: (2024)
by: Cham, Ying Chyi, et al.
Published: (2024)
Long-term electrical energy consumption: Formulating and forecasting via optimized gene expression programming / Seyed Hamidreza Aghay Kaboli
by: Seyed Hamidreza , Aghay Kaboli
Published: (2018)
by: Seyed Hamidreza , Aghay Kaboli
Published: (2018)
Sales forecasting in the fashion retail industry using machine learning techniques
by: Beh, Chi Qian
Published: (2024)
by: Beh, Chi Qian
Published: (2024)
SARIMA Model for Forecasting Malaysian Electricity Generated
by: Ismail, Zuhaimy, et al.
Published: (2005)
by: Ismail, Zuhaimy, et al.
Published: (2005)
SARIMA model for forecasting Malaysian electricity generated
by: Ismail, Zuhaimy, et al.
Published: (2005)
by: Ismail, Zuhaimy, et al.
Published: (2005)
Petronas Petrol Station Fuel Consumption Forecast System (PSFS)
by: Shafee, Khairul, et al.
Published: (2004)
by: Shafee, Khairul, et al.
Published: (2004)
Forecasting the ionospheric
by: Risal, Noreen Nabilla
Published: (2022)
by: Risal, Noreen Nabilla
Published: (2022)
Lifetime consumption and degradation analysis of the winding insulation of electrical machines
by: Sciascera, C, et al.
Published: (2016)
by: Sciascera, C, et al.
Published: (2016)
A comparative study of forecasting container throughput through time series analysis
by: Raman, Siti Nurfaizzah, et al.
Published: (2017)
by: Raman, Siti Nurfaizzah, et al.
Published: (2017)
Long-term Electricity Forecasting: A System Dynamics Approach
by: Ahmad, Salman, et al.
Published: (2012)
by: Ahmad, Salman, et al.
Published: (2012)
Cost forecasting model for building projects
by: Khalid, Abd. Ghani
Published: (2008)
by: Khalid, Abd. Ghani
Published: (2008)
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)
Using sentiment analysis to forecast stock short-term trend
by: Tan, Lin
Published: (2024)
by: Tan, Lin
Published: (2024)
Techniques to develop forecasting model on low cost housing in urban area
by: Zainun, Noor Yasmin, et al.
Published: (2002)
by: Zainun, Noor Yasmin, et al.
Published: (2002)
Analysis of short term load forecasting techniques / Tan Vy Luoh
by: Tan, Vy Luoh
Published: (2019)
by: Tan, Vy Luoh
Published: (2019)
Application of multilayer perceptron with backpropagation algorithm and regression analysis for long-term forecast of electricity demand: A comparison
by: Bong, David B L, et al.
Published: (2009)
by: Bong, David B L, et al.
Published: (2009)
Daily allocation of energy consumption forecasting of a power distribution company using optimized least squares support vector machine
by: Ahmed, Marzia, et al.
Published: (2025)
by: Ahmed, Marzia, et al.
Published: (2025)
Comparative data compression techniques and multi-compression results
by: Hasan, M R, et al.
Published: (2013)
by: Hasan, M R, et al.
Published: (2013)
Short Term Load Forecasting Using Data Mining
Technique
by: Intan Azmira , binti Wan Abdul Razak, et al.
Published: (2008)
by: Intan Azmira , binti Wan Abdul Razak, et al.
Published: (2008)
Similar Items
-
Modeling Electricity Consumption using Modified Newton's Method
by: P., Ozoh, et al.
Published: (2013) -
Visualizing a control strategy for estimating electricity consumption
by: Ozoh, Patrcik, et al.
Published: (2014) -
A Survey of Methods for Achieving Efficiency in Electricity Consumption
by: P., Ozoh, et al.
Published: (2016) -
The Taguchi-neural networks approach to forecast electricity consumption
by: M.F., Romlie, et al.
Published: (2008) -
Forecasting electricity consumption using the second-order fuzzy time series
by: Tay, K. G., et al.
Published: (2020)