Evidence map›Paper›PMID 42352225›Full record

ArticleEntropy (Basel, Switzerland)2026

Research on a Regional Availability Evaluation Model for Road-Area High-Entropy Energy Based on Synergy Factors.

Juexiao Chen, Yinlin He, Lei Shi, Yihao Tao

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Juexiao ChenCollege of Automotive and Energy Engineering, Tongji University, Shanghai 201804, China.
Yinlin HeCollege of Automotive and Energy Engineering, Tongji University, Shanghai 201804, China.ORCID 0009-0000-8415-2447
Lei ShiCollege of Automotive and Energy Engineering, Tongji University, Shanghai 201804, China.
Yihao TaoCollege of Automotive and Energy Engineering, Tongji University, Shanghai 201804, China.

Funding

National Key Research and Development Program of China 2023YFB2604600
6 · The paper itself

Abstract

To address the challenge of quantifying multi-unit synergy effects in road-area high-entropy energy systems, this paper proposes a regional availability evaluation model based on synergy factors. In the revised model, regional availability is decomposed into the product of a capacity-weighted health baseline (capacity-weighted mean unit availability), weighted temporal synergy, and weighted spatial consistency coefficient. Capacity weights and pairwise coupling coefficients are introduced to extend the model from equal-capacity isomorphic units to heterogeneous road-area energy units. Simulation results demonstrate that the model can distinguish different synergy levels, and parameter sensitivity analysis verifies its robustness. An open-data-based quasi-real verification using Caltrans PeMS traffic records further shows that the model can process measured time-series inputs. The proposed model provides a theoretical basis for the regional-level operation evaluation of road-area energy systems.

Indexed as

best alignment similarityregional availabilityroad-area high-entropy energyspatial consistencysynergy factors

Identifiers

PMID42352225
PMCPMC13298058

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.