Short-term electrical load forecasting model based on multi-dimensional meteorological information spatio-temporal fusion and optimized variational mode decomposition
This paper proposes a method to enhance the accuracy of power load forecasting by considering the variability in the impact of multi-dimensional meteorological information on power load in diverse regions. The proposed method employs spatio-temporal fusion (SF) of multi-dimensional meteorological in...
| Main Authors: | Wang, L., Zhou, X., Xu, Honglei, Tian, T., Tong, H. |
|---|---|
| Format: | Journal Article |
| Published: |
2023
|
| Online Access: | https://creativecommons.org/licenses/by-nc-nd/4.0/ http://hdl.handle.net/20.500.11937/96138 |
Similar Items
Spatio-temporal variations and El Niño modulation of meteorological droughts in Malaysia
by: Zakaria, Nurul Ain Basirah, et al.
Published: (2024)
by: Zakaria, Nurul Ain Basirah, et al.
Published: (2024)
A bayesian data fusion approach to spatio-temporal fusion of remotely sensed images
by: Xue, J., et al.
Published: (2017)
by: Xue, J., et al.
Published: (2017)
Spatio-Temporal Analysis Of Hydro-Meteorological Drought In The Muda River Basin, Malaysia
by: Luhaim, Zibeon
Published: (2022)
by: Luhaim, Zibeon
Published: (2022)
Deep learning-based hybrid short-term solar forecast using sky images and meteorological data
by: Zhang, Liwenbo
Published: (2023)
by: Zhang, Liwenbo
Published: (2023)
Spatio-temporal model to forecast covid-19 confirmed cases in high-density areas of Malaysia
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
Potential for using climate forecasts in spatio-temporal prediction of dengue fever incidence in Malaysia submitted
by: Che Him, Norziha
Published: (2015)
by: Che Him, Norziha
Published: (2015)
Spatio-temporal model to forecast COVID-19 confirmed cases in high-density areas of Malaysia
by: Abd Rahman, Nur Haizum, et al.
Published: (2024)
by: Abd Rahman, Nur Haizum, et al.
Published: (2024)
Application of Hydro-Meteorological Model and GIS in Short Range Severe Flood Forecasting and Mapping
by: Billa, Lawal
Published: (2006)
by: Billa, Lawal
Published: (2006)
On the short-term temporal variations of GNSS receiver differential phase biases
by: Zhang, B., et al.
Published: (2017)
by: Zhang, B., et al.
Published: (2017)
Autoregressive method in short term load forecast
by: N.S., Kamel, et al.
Published: (2008)
by: N.S., Kamel, et al.
Published: (2008)
Spatio-temporal canards in neural field equations
by: Avitabile, Daniele, et al.
Published: (2017)
by: Avitabile, Daniele, et al.
Published: (2017)
Spatio-temporal variability of groundwater storage in India
by: Bhanja, S., et al.
Published: (2017)
by: Bhanja, S., et al.
Published: (2017)
Techniques for tracking the spatio-temporal movement of tourists
by: Xia, Jianhong (Cecilia), et al.
Published: (2005)
by: Xia, Jianhong (Cecilia), et al.
Published: (2005)
Spatio-temporal analysis of dengue cases in Sabah
by: Kunasagran, Priya Dharishini, et al.
Published: (2023)
by: Kunasagran, Priya Dharishini, et al.
Published: (2023)
Hybrid Metaheuristic Algorithm for Short Term Load Forecasting
by: Zuriani, Mustaffa, et al.
Published: (2016)
by: Zuriani, Mustaffa, et al.
Published: (2016)
No-reference spatio-temporal activity difference PSNR estimation
by: Abdul Rahman, Farah Diyana, et al.
Published: (2016)
by: Abdul Rahman, Farah Diyana, et al.
Published: (2016)
Tuberculosis incidence in Karachi: A spatio-temporal analysis
by: Miandad, Muhammad, et al.
Published: (2014)
by: Miandad, Muhammad, et al.
Published: (2014)
Spatio-temporal modeling and prediction on travel behaviour analysis
by: Gong, Shuhui
Published: (2020)
by: Gong, Shuhui
Published: (2020)
Spatio-temporal Mapping Of Dengue Disease In Peninsular Malaysia
by: Abd Naeeim, Nurul Syafiah
Published: (2021)
by: Abd Naeeim, Nurul Syafiah
Published: (2021)
Spatio-temporal modelling of dengue fever incidence in
Malaysia
by: Che-Him, Norziha, et al.
Published: (2017)
by: Che-Him, Norziha, et al.
Published: (2017)
Short term load forecast using burg autoregressive technique
by: Z., Baharudin, et al.
Published: (2007)
by: Z., Baharudin, et al.
Published: (2007)
Econometric Forecasting Models for Short Term Natural Rubber Prices
by: Khin, Aye Aye
Published: (2010)
by: Khin, Aye Aye
Published: (2010)
Composite Models for Short Term Forecasting for
Natural Rubber Prices
by: Shamsudin, Mad Nasir, et al.
Published: (1990)
by: Shamsudin, Mad Nasir, et al.
Published: (1990)
Using sentiment analysis to forecast stock short-term trend
by: Tan, Lin
Published: (2024)
by: Tan, Lin
Published: (2024)
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)
Forecasting Performance Of Nonlinear And Nonstationary Stock Market Data Using Empirical Mode Decomposition
by: Awajan, Ahmad Mohammad Al-Abd
Published: (2018)
by: Awajan, Ahmad Mohammad Al-Abd
Published: (2018)
Short-term field decomposition of pineapple stump biochar in tropical peat soil.
by: Cheah, P. M., et al.
Published: (2013)
by: Cheah, P. M., et al.
Published: (2013)
Spatio-temporal analysis of GRACE gravity field variations using the principal component analysis
by: Anjasmara, Ira Mutiara
Published: (2008)
by: Anjasmara, Ira Mutiara
Published: (2008)
Application of Empirical Mode Decomposition with Local Linear
Quantile Regression in Financial Time Series Forecasting
by: M. Jaber, Abobaker, et al.
by: M. Jaber, Abobaker, et al.
Analysis of short term load forecasting techniques / Tan Vy Luoh
by: Tan, Vy Luoh
Published: (2019)
by: Tan, Vy Luoh
Published: (2019)
Modelling possibility of short-term forecasting of market parameters for portfolio selection
by: Dokuchaev, Nikolai
Published: (2015)
by: Dokuchaev, Nikolai
Published: (2015)
A novel hybrid metaheuristic algorithm for short term load forecasting
by: Zuriani, Mustaffa, et al.
Published: (2017)
by: Zuriani, Mustaffa, et al.
Published: (2017)
Case study of short-term electricity load forecasting with temperature dependency
by: Tai, Hein Fong
Published: (2009)
by: Tai, Hein Fong
Published: (2009)
Comparative forecasting models accuracy of short-term natural rubber prices.
by: Aye, Aye Khin, et al.
Published: (2011)
by: Aye, Aye Khin, et al.
Published: (2011)
Estimation methodology of short term natural rubber price forecasting models
by: Khin, Aye Aye, et al.
Published: (2011)
by: Khin, Aye Aye, et al.
Published: (2011)
Context-aware services based on spatio-temporal zoning and crowdsourcing
by: Ahmad, Akhlaq, et al.
Published: (2018)
by: Ahmad, Akhlaq, et al.
Published: (2018)
Spatio-temporal theories, technologies and applications for transport and urban planning
by: Xia, Jianhong (Cecilia), et al.
Published: (2018)
by: Xia, Jianhong (Cecilia), et al.
Published: (2018)
Spatio-temporal Modelling of Arterial Road Travel Time Variability
by: Liu, Yuchen
Published: (2022)
by: Liu, Yuchen
Published: (2022)
Managing scale issues in spatio-temporal movement of tourists modelling
by: Xia, Jianhong (Cecilia), et al.
Published: (2005)
by: Xia, Jianhong (Cecilia), et al.
Published: (2005)
Failure-proof spatio-temporal composition of sensor cloud services
by: Neiat, A., et al.
Published: (2014)
by: Neiat, A., et al.
Published: (2014)
Similar Items
-
Spatio-temporal variations and El Niño modulation of meteorological droughts in Malaysia
by: Zakaria, Nurul Ain Basirah, et al.
Published: (2024) -
A bayesian data fusion approach to spatio-temporal fusion of remotely sensed images
by: Xue, J., et al.
Published: (2017) -
Spatio-Temporal Analysis Of Hydro-Meteorological Drought In The Muda River Basin, Malaysia
by: Luhaim, Zibeon
Published: (2022) -
Deep learning-based hybrid short-term solar forecast using sky images and meteorological data
by: Zhang, Liwenbo
Published: (2023) -
Spatio-temporal model to forecast covid-19 confirmed cases in high-density areas of Malaysia
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)