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.endpage | 3747 | |
| aut.relation.issue | 16 | |
| aut.relation.journal | Energies | |
| aut.relation.startpage | 3747 | |
| aut.relation.volume | 19 | |
| dc.contributor.author | Hassan, Ahmed | |
| dc.contributor.author | Prasad, Krishnamachar | |
| dc.contributor.author | Kilby, Jeff | |
| dc.date.accessioned | 2026-09-03T04:29:59Z | |
| dc.date.issued | 2026-08-10 | |
| dc.description.abstract | The 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.citation | Energies, ISSN: 1996-1073 (Print); 1996-1073 (Online), MDPI AG, 19(16), 3747-3747. doi: 10.3390/en19163747 | |
| dc.identifier.doi | 10.3390/en19163747 | |
| dc.identifier.issn | 1996-1073 | |
| dc.identifier.issn | 1996-1073 | |
| dc.identifier.uri | http://hdl.handle.net/10292/21891 | |
| dc.language | en | |
| dc.publisher | MDPI AG | |
| dc.relation.uri | https://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.accessrights | OpenAccess | |
| dc.rights.license | Creative Commons Attribution (CC BY) license | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | 40 Engineering | |
| dc.subject | 33 Built Environment and Design | |
| dc.subject | 51 Physical Sciences | |
| dc.subject | 13 Climate Action | |
| dc.subject | 7 Affordable and Clean Energy | |
| dc.subject | 02 Physical Sciences | |
| dc.subject | 09 Engineering | |
| dc.subject | merit-order effect | |
| dc.subject | variable renewable energy | |
| dc.subject | state-dependent price effects | |
| dc.subject | hydro-thermal dispatch | |
| dc.subject | water value | |
| dc.subject | nodal pricing | |
| dc.subject | out-of-sample validation | |
| dc.subject | New Zealand electricity market | |
| dc.subject | price cannibalisation | |
| dc.title | State-Dependent Merit-Order Effects in a Hydro-Dominated Market: Conditioning Variable-Renewable Price Suppression on the Marginal Fuel Regime in New Zealand | |
| dc.type | Journal Article | |
| pubs.elements-id | 773054 |
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