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An optimal switching approach toward cost‐effective control of a stand‐alone photovoltaic panel system under stochastic environment

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  • Hidekazu Yoshioka
  • Zhi Li
  • Akira Yano

Abstract

The operation of a stand‐alone photovoltaic (PV) system ultimately aims for the optimization of its energy storage. We present a mathematical model for cost‐effective control of a stand‐alone system based on a PV panel equipped with an angle adjustment device. The model is based on viscosity solutions to partial differential equations, which serve as a new and mathematically rigorous tool for modeling, analyzing, and controlling PV systems. We formulate a stochastic optimal switching problem of the panel angle, which is here a binary variable to be dynamically controlled under stochastic weather condition. The stochasticity comes from cloud cover dynamics, which is modeled with a nonlinear stochastic differential equation. In finding the optimal control policy of the panel angle, switching the angle is subject to impulsive cost and reduces to solving a system of Hamilton‐Jacobi‐Bellman quasi‐variational inequalities (HJBQVIs). We show that the stochastic differential equation is well posed and that the HJBQVIs admit a unique viscosity solution. In addition, a finite‐difference scheme is proposed for the numerical discretization of HJBQVIs. A demonstrative computational example of the HJBQVIs, with emphasis on a stand‐alone experimental system, is finally presented with practical implications for its cost‐effective operation.

Suggested Citation

  • Hidekazu Yoshioka & Zhi Li & Akira Yano, 2019. "An optimal switching approach toward cost‐effective control of a stand‐alone photovoltaic panel system under stochastic environment," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 35(6), pages 1366-1389, November.
  • Handle: RePEc:wly:apsmbi:v:35:y:2019:i:6:p:1366-1389
    DOI: 10.1002/asmb.2485
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    References listed on IDEAS

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    1. Zhi Li & Akira Yano & Marco Cossu & Hidekazu Yoshioka & Ichiro Kita & Yasuomi Ibaraki, 2018. "Electrical Energy Producing Greenhouse Shading System with a Semi-Transparent Photovoltaic Blind Based on Micro-Spherical Solar Cells," Energies, MDPI, vol. 11(7), pages 1-23, June.
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    1. Li, Zhi & Yano, Akira & Yoshioka, Hidekazu, 2020. "Feasibility study of a blind-type photovoltaic roof-shade system designed for simultaneous production of crops and electricity in a greenhouse," Applied Energy, Elsevier, vol. 279(C).

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