Stochastic short-term high-resolution prediction of solar irradiance and photovoltaic power output
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Jin Dong | Mohammed Olama | Seddik Djouadi | Yichen Zhang | Alex Melin | S. Djouadi | Jin Dong | M. Olama | Yichen Zhang | A. Melin
[1] Philip T. Krein,et al. Quantifying photovoltaic fluctuation with 5 kHz data: Implications for energy loss via maximum power point trackers , 2016, 2016 IEEE Power and Energy Conference at Illinois (PECI).
[2] Charalambos D. Charalambous,et al. Maximum likelihood parameter estimation from incomplete data via the sensitivity equations: the continuous-time case , 2000, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).
[3] Heinrich Morf,et al. Sunshine and cloud cover prediction based on Markov processes , 2014 .
[4] V. Verdult,et al. Filtering and System Identification: A Least Squares Approach , 2007 .
[5] Joaquin Tovar-Pescador,et al. Modelling the Statistical Properties of Solar Radiation and Proposal of a Technique Based on Boltzmann Statistics , 2008 .
[6] Christopher T. M. Clack,et al. Modeling Solar Irradiance and Solar PV Power Output to Create a Resource Assessment Using Linear Multiple Multivariate Regression , 2017 .
[7] R. A. Gansler,et al. Investigation of minute solar radiation data , 1995 .
[8] Jin Xu,et al. A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field , 2015, PAKDD.
[9] Dag Stranneby,et al. Introduction to Kalman filters , 2004 .
[10] Adel Mellit,et al. A simplified model for generating sequences of global solar radiation data for isolated sites: Using artificial neural network and a library of Markov transition matrices approach , 2005 .
[11] Robert J. Elliott,et al. New finite-dimensional filters for parameter estimation of discrete-time linear Gaussian models , 1999, IEEE Trans. Autom. Control..
[12] Edward M. Lungu,et al. Stochastic models for sunshine duration and solar irradiation , 2002 .
[13] Greg Welch,et al. An Introduction to Kalman Filter , 1995, SIGGRAPH 2001.
[14] Michel Verhaegen,et al. Filtering and System Identification: Frontmatter , 2007 .
[15] F. Hocaoglu. Stochastic approach for daily solar radiation modeling , 2011 .
[16] Charalambos D. Charalambous,et al. Stochastic differential equations for modeling, estimation and identification of mobile-to-mobile communication channels , 2009, IEEE Transactions on Wireless Communications.
[17] H. Pedro,et al. Assessment of forecasting techniques for solar power production with no exogenous inputs , 2012 .
[18] Nicola Pearsall,et al. Stochastic modelling of solar irradiance on horizontal and vertical planes at a northerly location , 1999 .
[19] H. Suehrcke,et al. Solar radiation utilizability , 1989 .
[20] H. Storch,et al. Statistical Analysis in Climate Research , 2000 .
[21] Heinrich Morf,et al. The Stochastic two-state solar irradiance model (STSIM) , 1998 .
[22] M. B. Nzuza,et al. A comparative study of the stochastic models and harmonically coupled stochastic models in the analysis and forecasting of solar radiation data , 2015 .
[23] New York Dover,et al. ON THE CONVERGENCE PROPERTIES OF THE EM ALGORITHM , 1983 .