Methodological study reveals critical structural defects in energy planning outranking, indicating the necessity of axiomatic graded vetoes.
Multicriteria decision problems in energy planning couple mandatory feasibility requirements with compensatory trade-offs, a structure that fully compensatory aggregation handles poorly and that the recently proposed Phase-Equilibrium Outranking Method (PEOM) addresses through a graded veto band embedded in a scoring architecture. A formal and computational audit identifies three defects in that architecture. First, the net-flow stage of PEOM is a strictly increasing transformation of its composite score, so no exploitation of score differences by an increasing kernel can generate outranking content. Second, the published case-study scores cannot be reproduced from the printed formulas. Third, the published ranking violates near-dominance. We propose R-PEOM, a reconstruction in which the band acts as a level-based graded discordance on an ELECTRE-type pairwise credibility index defined on raw evaluation scales, admitting incomparability, and whose credibility structure is provably invariant under modification of the alternative set. A characterisation theorem establishes that, under four behavioural axioms, the multiplicative credibility σ(a,b) = C(a,b)·F(a) is the unique admissible form up to reparameterisation of the band curvatures. Preference parameters are inferred from holistic statements through compatible-set sampling in the spirit of robust ordinal regression, and a stochastic acceptability layer quantifies robustness. A hysteretic veto with distinct exit and re-entry thresholds extends the model to monitored systems, with a proven no-chattering guarantee. Across two published energy case studies, R-PEOM eliminates the infeasible option, restores the near-dominant wind site to first rank with 88.5% rank-one acceptability, confirms green liquid hydrogen as the preferred pathway, and reduces noise-induced feasibility flicker by up to 97%. Note. This is the author's version of a manuscript currently under review. The audit in Section 2 concerns the article by Yerlikaya et al. (Scientific Reports, https://doi.org/10.1038/s41598-026-59606-4) as published in early access on 1 July 2026, which is the version of record at the time of writing. This work rests solely on that published version.
No takes yet. Share an insight, caveat, or question.
Tôn Nguyễn Trọng Hiền (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: