Probabilistic analysis of masked loads with aggregated photovoltaic production

Autor:	Liu, Shaohui, Maldonado, Daniel Adrian, Constantinescu, Emil M.
Rok vydání:	2020
Předmět:	Electrical Engineering and Systems Science - Systems and Control
Druh dokumentu:	Working Paper
Popis:	In this paper we present a probabilistic analysis framework to estimate behind-the-meter photovoltaic generation in real time. We develop a forward model consisting of a spatiotemporal stochastic process that represents the photovoltaic generation and a stochastic differential equation with jumps that represents the demand. We employ this model to disaggregate the behind-the-meter photovoltaic generation using net load and irradiance measurements.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2004.10334 Zobrazit plný text záznamu View this record from Arxiv