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Hedging Hydrogen: Planning and Contracting Under Uncertainty for a Green Hydrogen Producer

Published 31 Jul 2024 in math.OC | (2407.21574v2)

Abstract: Green hydrogen production by water electrolysis using renewable electricity is considered essential for decarbonisation of certain sectors of the global economy, however development of the industry is lagging behind expectations due to the perceived financial risk for individual projects. This risk stems from a number of uncertainties, including future hydrogen demand, variable renewable energy sources, and volatile energy market prices. The interaction of these uncertainties is complex, yet the analysis of hydrogen projects is often carried out using simplified modelling. In this study, we define a set of planning methods (planning policies) in order to compare the effectiveness of different modelling approaches. We propose a 2-stage market-focused stochastic program to represent a hydrogen producer supplying an industrial customer through a hydrogen offtake contract (a Hydrogen Purchase Agreement, or HPA). The model can be used to obtain equipment sizing decisions, as well as energy hedging decisions using Power Purchase Agreements (PPA's) and power futures. We find that for some HPA contract types, failure to use stochastic modelling can result in planning decisions that will perform 30% worse during scenario stress-testing for the same project. This could lead to some projects being incorrectly discarded. The results also show the importance of negotiating demand-side uncertainty in HPA contract negotiations.

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