The robust Orlicz risk with an application to the green photovoltaic power generation

Abstract We propose a novel recursive utility for controlling stochastic processes under risk and uncertainty. Our formulation uses a robustified Orlicz risk that can evaluate risk and uncertainty simultaneously. We focus on the control problem of a photovoltaic power generation system that supplies excess electricity for the secondary purpose of generating green hydrogen. The corresponding Hamilton–Jacobi–Bellman equation having a novel nonlinear term is then derived. Computational examples with the available data are finally presented, demonstrating that our methodology can be used for photovoltaic power generation under different meteorological and operational conditions.

Authors

Institutions

Publication Details

Journal
Asian Journal of Control
Published
2024-12-26
DOI
https://doi.org/10.1002/asjc.3563
Primary Topic
Renewable energy and sustainable power systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The robust Orlicz risk with an application to the green photovoltaic power generation

Hidekazu Yoshioka, Motoh Tsujimura
Asian Journal of Control
Renewable energy and sustainable power systems
article

The robust Orlicz risk with an application to the green photovoltaic power generation

Hidekazu Yoshioka, Motoh Tsujimura
article en

Abstract

Abstract We propose a novel recursive utility for controlling stochastic processes under risk and uncertainty. Our formulation uses a robustified Orlicz risk that can evaluate risk and uncertainty simultaneously. We focus on the control problem of a photovoltaic power generation system that supplies excess electricity for the secondary purpose of generating green hydrogen. The corresponding Hamilton–Jacobi–Bellman equation having a novel nonlinear term is then derived. Computational examples with the available data are finally presented, demonstrating that our methodology can be used for photovoltaic power generation under different meteorological and operational conditions.

Asian Journal of ControlVol. 27(4)
Doshisha University (JP), Japan Advanced Institute of Science and Technology (JP)
Japan Society for the Promotion of Science
Affordable and clean energy
Openalex Percentile: Top 85%
Renewable energy and sustainable power systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.