Articles with "mcmc method" as a keyword



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A Nested MCMC Method Incorporated With Atmospheric Process Decomposition for Photovoltaic Power Simulation

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Published in 2020 at "IEEE Transactions on Sustainable Energy"

DOI: 10.1109/tste.2020.2984734

Abstract: Large-scale photovoltaic (PV) generation's uncertainties significantly affect power system planning and operations. Thus, a stochastic PV power simulation method, which can accurately capture such uncertainties, is urgently needed to provide a foundation for further uncertain… read more here.

Keywords: mcmc method; method; power; power simulation ... See more keywords
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REVERSIBLE JUMP MCMC METHOD FOR HIERARCHICAL BAYESIAN MODEL SELECTION IN MOVING AVERAGE MODEL

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Published in 2019 at "International Journal of GEOMATE"

DOI: 10.21660/2019.56.4509

Abstract: Moving average (MA) is one of the mathematical models that is often used to model data in various fields. Noise in the MA model is often assumed to be normally distributed. In application, it is… read more here.

Keywords: mcmc method; parameter; model; reversible jump ... See more keywords