Time series method for short-term load forecasting using smart metering in distribution systems

2011 IEEE Trondheim PowerTech ◽

10.1109/ptc.2011.6019331 ◽

2011 ◽

Cited By ~ 9

Author(s):

Ni Ding ◽

Y. Besanger ◽

F. Wurtz ◽

G. Antoine ◽

P. Deschamps

Keyword(s):

Time Series ◽

Distribution Systems ◽

Load Forecasting ◽

Smart Metering ◽

Series Method ◽

Short Term ◽

Short Term Load Forecasting ◽

Time Series Method

Download Full-text

Time-variant slide fuzzy time-series method for short-term load forecasting

2010 IEEE International Conference on Intelligent Computing and Intelligent Systems ◽

10.1109/icicisys.2010.5658722 ◽

2010 ◽

Cited By ~ 1

Author(s):

Xiaojuan Liu ◽

Enjian Bai ◽

Jian'an Fang ◽

Lunhan Luo

Keyword(s):

Time Series ◽

Load Forecasting ◽

Fuzzy Time Series ◽

Series Method ◽

Short Term ◽

Short Term Load Forecasting ◽

Time Series Method

Download Full-text

A multiple time series-based recurrent neural network for short-term load forecasting

Soft Computing ◽

10.1007/s00500-017-2624-5 ◽

2017 ◽

Vol 22 (12) ◽

pp. 4099-4112 ◽

Cited By ~ 14

Author(s):

Bing Zhang ◽

Jhen-Long Wu ◽

Pei-Chann Chang

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Load Forecasting ◽

Multiple Time ◽

Multiple Time Series ◽

Short Term ◽

Short Term Load Forecasting

Download Full-text

A novel short-term load forecasting framework based on time-series clustering and early classification algorithm

Energy and Buildings ◽

10.1016/j.enbuild.2021.111375 ◽

2021 ◽

pp. 111375

Author(s):

Zhe Chen ◽

Yongbao Chen ◽

Tong Xiao ◽

Huilong Wang ◽

Pengwei Hou

Keyword(s):

Time Series ◽

Load Forecasting ◽

Classification Algorithm ◽

Short Term ◽

Time Series Clustering ◽

Early Classification ◽

Short Term Load Forecasting

Download Full-text

Hybrid Models for Short-Term Load Forecasting Using Clustering and Time Series

Advances in Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59147-6_10 ◽

2017 ◽

pp. 104-115

Author(s):

Wael Alkhatib ◽

Alaa Alhamoud ◽

Doreen Böhnstedt ◽

Ralf Steinmetz

Keyword(s):

Time Series ◽

Load Forecasting ◽

Hybrid Models ◽

Short Term ◽

Short Term Load Forecasting

Download Full-text

Short‐term load forecasting utilizing wavelet transform and time series considering accuracy feedback

International Transactions on Electrical Energy Systems ◽

10.1002/2050-7038.12455 ◽

2020 ◽

Vol 30 (7) ◽

Cited By ~ 3

Author(s):

Yishuang Hu ◽

Chengjin Ye ◽

Yi Ding ◽

Chenjing Xu

Keyword(s):

Time Series ◽

Wavelet Transform ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

Download Full-text

The Time Series Approach to Short Term Load Forecasting

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.1987.4335210 ◽

1987 ◽

Vol 2 (3) ◽

pp. 785-791 ◽

Cited By ~ 323

Author(s):

Martin T. Hagan ◽

Suzanne M. Behr

Keyword(s):

Time Series ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Time Series Approach

Download Full-text

Advanced fuzzy time series applied to short term load forecasting

2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI) ◽

10.1109/la-cci.2017.8285726 ◽

2017 ◽

Cited By ~ 4

Author(s):

Guilherme Costa Silva ◽

Joao L. R. Silva ◽

Adriano C. Lisboa ◽

Douglas A. G. Vieira ◽

Rodney R. Saldanha

Keyword(s):

Time Series ◽

Load Forecasting ◽

Fuzzy Time Series ◽

Short Term ◽

Short Term Load Forecasting

Download Full-text

Innovative service restoration of distribution systems by considering short-term load forecasting of service zones

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2005.02.004 ◽

2005 ◽

Vol 27 (5-6) ◽

pp. 417-427 ◽

Cited By ~ 9

Author(s):

Ming-Yang Huang ◽

Chao-Shen Chen ◽

Chia-Hung Lin

Keyword(s):

Distribution Systems ◽

Load Forecasting ◽

Short Term ◽

Service Restoration ◽

Short Term Load Forecasting

Download Full-text

Short-Term Load Forecasting, Profile Identification, and Customer Segmentation: A Methodology Based on Periodic Time Series

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2005.852123 ◽

2005 ◽

Vol 20 (3) ◽

pp. 1622-1630 ◽

Cited By ~ 153

Author(s):

M. Espinoza ◽

C. Joye ◽

R. Belmans ◽

B. DeMoor

Keyword(s):

Time Series ◽

Load Forecasting ◽

Customer Segmentation ◽

Short Term ◽

Short Term Load Forecasting ◽

Periodic Time Series

Download Full-text

Short-Term Load Forecasting: The Similar Shape Functional Time-Series Predictor

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2013.2272326 ◽

2013 ◽

Vol 28 (4) ◽

pp. 3818-3825 ◽

Cited By ~ 46

Author(s):

Efstathios Paparoditis ◽

Theofanis Sapatinas

Keyword(s):

Time Series ◽

Load Forecasting ◽

Short Term ◽

Similar Shape ◽

Functional Time Series ◽

Short Term Load Forecasting

Download Full-text