DOI: 10.1016/s0169-2070(01)00123-6. Using weather ensemble predictions in electricity demand forecasting

Using weather ensemble predictions in electricity demand forecasting

10.1016/s0169-2070(01)00123-6

Crossref journal-article

Elsevier BV

International Journal of Forecasting (78)

Bibliography

Taylor, J. W., & Buizza, R. (2003). Using weather ensemble predictions in electricity demand forecasting. International Journal of Forecasting, 19(1), 57â70.

Authors 2

James W. Taylor (first)
Roberto Buizza (additional)

References 24 Referenced 200

10.1016/0169-2070(91)90003-E / International Journal of Forecasting / Probability distributions of short-term electricity peak load forecasts by Adams (1991)
10.2307/2527343 / International Economic Review / Answering the critics: yes ARCH models do provide good volatility forecasts by Andersen (1998)
{'key': '10.1016/S0169-2070(01)00123-6_BIB3', 'series-title': 'Comparative Models for Electrical Load Forecasting', 'first-page': '57', 'article-title': 'Load forecasting for scheduling generation on a large interconnected system', 'author': 'Baker', 'year': '1985'} / Comparative Models for Electrical Load Forecasting / Load forecasting for scheduling generation on a large interconnected system by Baker (1985)
10.1016/0304-4076(86)90063-1 / Journal of Econometrics / Generalized autoregressive conditional heteroskedasticity by Bollerslev (1986)
10.1256/smsqj.56005 / Quarterly Journal of the Royal Meteorological Society / Stochastic simulation of model uncertainties by Buizza (1999)
10.1002/qj.49712455008 / Quarterly Journal of the Royal Meteorological Society / Impact of model resolution and ensemble size on the performance of an ensemble prediction system by Buizza (1998)
10.2307/1912773 / Econometrica / Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation by Engle (1982)
{'key': '10.1016/S0169-2070(01)00123-6_BIB8', 'series-title': 'Probabilistic Methods in Forecasting Hourly Loads and Peaks', 'author': 'Engle', 'year': '1993'} / Probabilistic Methods in Forecasting Hourly Loads and Peaks by Engle (1993)
10.1002/for.3980080303 / Journal of Forecasting / Combining forecasts — twenty years later by Granger (1989)
10.1002/(SICI)1099-1255(199609)11:5<455::AID-JAE408>3.0.CO;2-E / Journal of Applied Econometrics / Can we improve the perceived quality of economic forecasts? by Granger (1996)
Granger, C. W. J., & Newbold, P. (1986). 2nd edn, Forecasting Economic Time Series, Academic Press, London.
10.1016/0304-4076(89)90031-6 / Journal of Econometrics / Interval forecasting: an analysis based upon ARCH-quantile estimators by Granger (1989)
10.2307/2291261 / Journal of the American Statistical Association / Forecasting hourly electricity demand using time-varying splines by Harvey (1993)
10.1109/59.910780 / IEEE Transactions on Power Systems / Neural networks for short-term load forecasting: a review and evaluation by Hippert (2001)
10.1175/1520-0493(1974)102<0409:TSOMCF>2.0.CO;2 / Monthly Weather Review / Theoretical skill of Monte Carlo forecasts by Leith (1974)
10.1002/for.3980130102 / Journal of Forecasting / Forecasting from non-linear models in practice by Lin (1994)
10.1002/qj.49712252905 / Quarterly Journal of the Royal Meteorological Society / The new ECMWF ensemble prediction system: methodology and validation by Molteni (1996)
{'key': '10.1016/S0169-2070(01)00123-6_BIB18', 'article-title': 'Ensemble prediction', 'volume': 'Vol. I', 'author': 'Palmer', 'year': '1993'} / Ensemble prediction by Palmer (1993)
10.1016/S0169-2070(97)00015-0 / International Journal of Forecasting / Short-run forecasts of electricity loads and peaks by Ramanathan (1997)
{'key': '10.1016/S0169-2070(01)00123-6_BIB20', 'series-title': 'STATA 3.1', 'year': '1993'} / STATA 3.1 (1993)
10.1002/(SICI)1099-131X(199903)18:2<111::AID-FOR713>3.0.CO;2-C / Journal of Forecasting / Evaluating volatility and interval forecasts by Taylor (1999)
10.1057/palgrave.jors.2600856 / Journal of the Operational Research Society / Using combined forecasts with changing weights for electricity demand profiling by Taylor (2000)
10.1175/1520-0477(1993)074<2317:EFANTG>2.0.CO;2 / Bulletin of the American Meteorological Society / Ensemble forecasting at NMC: the generation of perturbations by Toth (1993)
10.1175/1520-0434(1993)008<0379:OEPATN>2.0.CO;2 / Weather and Forecasting / Operational ensemble prediction at the National Meteorological Center: practical aspects by Tracton (1993)

Dates

Type	When
Created	22 years, 6 months ago (Feb. 28, 2003, 9:44 a.m.)
Deposited	6 years, 5 months ago (March 27, 2019, 4:27 a.m.)
Indexed	2 months, 3 weeks ago (June 9, 2025, 2:42 p.m.)
Issued	22 years, 8 months ago (Jan. 1, 2003)
Published	22 years, 8 months ago (Jan. 1, 2003)
Published Print	22 years, 8 months ago (Jan. 1, 2003)

Funders 0

None

BibTeX

@article{Taylor_2003, title={Using weather ensemble predictions in electricity demand forecasting}, volume={19}, ISSN={0169-2070}, url={http://dx.doi.org/10.1016/s0169-2070(01)00123-6}, DOI={10.1016/s0169-2070(01)00123-6}, number={1}, journal={International Journal of Forecasting}, publisher={Elsevier BV}, author={Taylor, James W. and Buizza, Roberto}, year={2003}, month=jan, pages={57–70} }

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