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State-Dependent Merit-Order Effects in a Hydro-Dominated Market: Conditioning Variable-Renewable Price Suppression on the Marginal Fuel Regime in New Zealand

aut.relation.endpage3747
aut.relation.issue16
aut.relation.journalEnergies
aut.relation.startpage3747
aut.relation.volume19
dc.contributor.authorHassan, Ahmed
dc.contributor.authorPrasad, Krishnamachar
dc.contributor.authorKilby, Jeff
dc.date.accessioned2026-09-03T04:29:59Z
dc.date.issued2026-08-10
dc.description.abstractThe merit-order effect (MOE), the suppression of wholesale prices by zero-marginal-cost variable renewable energy (VRE), is typically estimated as a single average coefficient per market. In a hydro-dominated system, the price-setting technology alternates between hydro and thermal plants, so the MOE should depend on the operating state. Using New Zealand nodal data, a baseline panel model first reproduces a published 2011–12 seasonal benchmark to within NZ$0.22/megawatt-hour (MWh). A model conditioning the VRE coefficient on reservoir storage (2015–24, 245 nodes, 28,827 node-month observations from approximately 42 million half-hourly records) passes every in-sample diagnostic (within R2 = 0.81) yet fails out-of-sample and stability testing. The interaction adds no significant predictive value beyond a storage main effect (p = 0.15–0.22) and reverses sign across sub-periods (+58 to −51), an instability not attributable to collinearity. Replacing the storage level with the monthly thermal generation share, a dispatch-based proxy for the hydro-thermal regime, yields a stable, significant, out-of-sample-validated interaction (clustered t = 5.0, leave-one-month-out cross-validation gain +14.2%) that survives direct hydrological and demand controls, including a head-to-head test against a storage interaction. Identification rests on 120 monthly observations, since these regressors are system-wide. Price suppression is strongest in hydro-abundant months, at approximately NZ$5.8/MWh per 10% relative VRE increase, and attenuates toward zero as the thermal share rises, consistent with water-value pricing. A forward test on Jan 2025 to May 2026 data, which postdate model development, confirms the interaction’s predictive value (forward RMSE improvement +33%, wild cluster bootstrap p = 0.047). Re-estimation on the 2011–12 panel returns a weakly identified, directionally opposite interaction (bootstrap two-sided p = 0.053). The validated state dependence therefore characterises the 2015–24 market regime rather than a structurally invariant relationship.
dc.identifier.citationEnergies, ISSN: 1996-1073 (Print); 1996-1073 (Online), MDPI AG, 19(16), 3747-3747. doi: 10.3390/en19163747
dc.identifier.doi10.3390/en19163747
dc.identifier.issn1996-1073
dc.identifier.issn1996-1073
dc.identifier.urihttp://hdl.handle.net/10292/21891
dc.languageen
dc.publisherMDPI AG
dc.relation.urihttps://www.mdpi.com/1996-1073/19/16/3747
dc.rights© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
dc.rights.accessrightsOpenAccess
dc.rights.licenseCreative Commons Attribution (CC BY) license
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subject40 Engineering
dc.subject33 Built Environment and Design
dc.subject51 Physical Sciences
dc.subject13 Climate Action
dc.subject7 Affordable and Clean Energy
dc.subject02 Physical Sciences
dc.subject09 Engineering
dc.subjectmerit-order effect
dc.subjectvariable renewable energy
dc.subjectstate-dependent price effects
dc.subjecthydro-thermal dispatch
dc.subjectwater value
dc.subjectnodal pricing
dc.subjectout-of-sample validation
dc.subjectNew Zealand electricity market
dc.subjectprice cannibalisation
dc.titleState-Dependent Merit-Order Effects in a Hydro-Dominated Market: Conditioning Variable-Renewable Price Suppression on the Marginal Fuel Regime in New Zealand
dc.typeJournal Article
pubs.elements-id773054

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