Energy Storage Planning in Active Distribution Grids: A Chance-Constrained Optimization with Non-Parametric Probability Functions
نویسندگان
چکیده
منابع مشابه
Energy Storage Planning in Active Distribution Grids: A Chance-Constrained Optimization with Non-Parametric Probability Functions
By considering the specific characteristics of random variables in active distribution grids, such as their statistical dependencies and often irregularly-shaped probability distributions, we propose a non-parametric chance-constrained optimization approach to operate and plan energy storage units in power distribution girds. In particular, we develop new closedform stochastic models for the ke...
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ژورنال
عنوان ژورنال: IEEE Transactions on Smart Grid
سال: 2016
ISSN: 1949-3053,1949-3061
DOI: 10.1109/tsg.2016.2604286