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Record W4415556728 · doi:10.1016/j.ref.2025.100769

The impact of 100% renewable electricity on hydropower generation in Aotearoa New Zealand

2025· article· en· W4415556728 on OpenAlex
Philip Stelling, Alan C. Brent, Daniel Burmester

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRenewable energy focus · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicWater-Energy-Food Nexus Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDispatchable generationRenewable energyElectricity generationHydropowerElectricityInvestment (military)Flexibility (engineering)Aotearoa

Abstract

fetched live from OpenAlex

Aotearoa New Zealand aims to achieve 100% renewable electricity by 2030, currently standing at over 85% from hydro, geothermal, wind, and solar resources. The country’s isolated geography currently necessitates dispatchable hydropower and fossil fuels to manage intermittency and maintain grid stability. A literature review of countries also with high renewable penetrations – Norway, Iceland, Austria, Canada, and Brazil – revealed challenges including price volatility, operational flexibility requirements, dry year risks, and increasing electricity demand from economic growth and electrification. The objective of this paper is to understand the potential consequences for Aotearoa New Zealand by comparing the projected 2030 electricity demand, based on scenarios developed by the government, against anticipated renewable generation capacity, using data on the current generation fleet and the near-term investment pipeline. The method assumed that added capacity of renewables would follow similar generation profiles to existing generators. It is concluded that the 100% renewable electricity target by 2030 is feasible, but only if the committed and actively pursued projects, including offshore wind, are commissioned. Then there would be sufficient generation for all scenarios, maintaining nearly full hydro storage year-round. Minor shortfalls occur during low wind/solar periods (0 to 1% of the year), but with significant excess generation (55 to 65% of the year) where 27 to 42% would be available for effective storage utilisation in the power system. To this end, the shortfalls can be addressed, to some extent, with committed and actively pursued battery storage, which was not included in the analysis due to the uncertainty of how they will be participating in the future electricity market.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.686
Threshold uncertainty score0.884

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.240
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it