Evidence map›Paper›PMID 41946719›Full record

ArticleNature communications2026

Decentralized electric vehicle charging enables large-scale photovoltaic integration in tropical cities.

Jiazu Zhou, Tianyu Dong, Hongrong Yang, Seanglidet Yean, Bu-Sung Lee, Markus Schläpfer

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

Jiazu ZhouDepartment of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY, USA.
Tianyu DongDepartment of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY, USA.
Hongrong YangDepartment of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY, USA.ORCID http://orcid.org/0000-0003-3008-0083
Seanglidet YeanFuture Cities Laboratory Global, Singapore-ETH Centre, Singapore, Singapore.
Bu-Sung LeeFuture Cities Laboratory Global, Singapore-ETH Centre, Singapore, Singapore.
Markus SchläpferDepartment of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY, USA. m.schlaepfer@columbia.edu.ORCID http://orcid.org/0000-0001-6393-7501

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid growth of tropical cities and the rising challenges of climate change call for efficient, low-carbon energy systems. Solar photovoltaics could play a key role, but deployment in tropical climates is constrained by localized thunderstorms that cause rapid generation fluctuations and stress electricity grids. While electric vehicles could balance such fluctuations by acting as distributed energy storage, this potential has not been systematically explored. Here, using Singapore as a case study, we develop a decentralized, district-level vehicle charging strategy that aligns with urban mobility patterns inferred from mobile phone data. Contrary to conventional centralized charging strategies, our approach substantially reduces grid flows, enabling greater photovoltaic integration into the existing grid infrastructure. We further show that detailed urban mobility patterns are critical to the balancing performance of electric vehicle storage. Our results highlight the potential of coordinated photovoltaic and electric vehicle systems for large-scale solar energy deployment in tropical cities.

Identifiers

PMID41946719
PMCPMC13056931

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.