Uncertainty sensitivity assessment on the optimization of the design and operation of complex energy systems

In optimization of renewable energy system, uncertainties associated to technical and economical parameters are scarcely taken in account, which may lead to a weak confidence in results. In this paper, we propose and investigate a 4-steps methodology for uncertainty sensitivity assessment, with the objective to improve confidence in the assessment results and to support decision-making process following techno-economic optimization of the design and the operation of an autonomous power system. The methodology was applied to off- grid system including photovoltaic production, battery and hydrogen components (electrolyser, pressure storage and fuel cell). This energy system is modelled and optimized with Odyssey – a simulation software developed by CEA- LITEN since 2010. We focus on static parametrical uncertainties, linked to the energy system parameters.

[1]  Benedikt Battke,et al.  A review and probabilistic model of lifecycle costs of stationary batteries in multiple applications , 2013 .

[2]  Huyen N. Dinh,et al.  Fuel Cell Technology Status: Degradation , 2018 .

[3]  Marco Laumanns,et al.  SPEA2: Improving the strength pareto evolutionary algorithm , 2001 .

[4]  Max D. Morris,et al.  Factorial sampling plans for preliminary computational experiments , 1991 .

[5]  C. Struzik,et al.  Uncertainty and sensitivity analysis of the nuclear fuel thermal behavior , 2012 .

[6]  Yann Bultel,et al.  Techno-economic study of a PV-hydrogen-battery hybrid system for off-grid power supply: Impact of performances' ageing on optimal system sizing and competitiveness , 2015 .

[7]  Étienne De Rocquigny,et al.  La maîtrise des incertitudes dans un contexte industriel 1re partie : Une approche méthodologique globale basée sur des exemples , 2006 .

[8]  Ilya M. Sobol,et al.  Sensitivity Estimates for Nonlinear Mathematical Models , 1993 .

[9]  B. Guinot,et al.  Evaluation multicritère des technologies de stockage couplées aux énergies renouvelables : conception et réalisation de la plateforme de simulation ODYSSEY pour l'optimisation du dimensionnement et de la gestion énergétique , 2013 .

[10]  Emanuele Borgonovo,et al.  Sensitivity analysis: A review of recent advances , 2016, Eur. J. Oper. Res..

[11]  Garvin A. Heath,et al.  End of Life Management: Solar Photovoltaic Panels , 2016 .

[12]  Joseph A. C. Delaney Sensitivity analysis , 2018, The African Continental Free Trade Area: Economic and Distributional Effects.

[13]  Seddik Bacha,et al.  Problématique du stockage associé aux systèmes photovoltaïques connectés au réseau , 2007 .

[14]  Ø. Ulleberg The importance of control strategies in PV–hydrogen systems , 2004 .