Regression based duality approach to optimal control with application to hydro electricity storage

Autor: Hildebrand, Roland, Schoenmakers, John G. M., Zhang, Jianing, Dickmann, Fabian
Rok vydání: 2016
Předmět:
DOI: 10.20347/wias.preprint.2330
Popis: In this paper we consider the problem of optimal control of stochastic processes. We employ the dual martingale method brought forward in [Brown, Smith, and Sun, 2010]. The martingale constituting the solution of the dual problem is determined by linear regression within a Monte-Carlo approach. We apply the solution algorithm to a model of a hydro electricity storage and production system coupled with a model of the electricity wholesale market.
Databáze: OpenAIRE