Evidence map›Paper›PMID 40799350›Full record

ArticlePNAS nexus2025

Air-conditioning replacement to enhance the reliability of renewable power systems under extreme weather risks.

Lei Zhu, Zhuang Liang, Zhihao Yan, Xi Ming, Hongbo Duan, Bin Su, Shouyang Wang

Abstract read
In one paragraph

Article in PNAS nexus, 2025. 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

7 authors.

Lei ZhuSchool of Economics and Management, Beihang University, No. 37 Xueyuan Road, Haidian District, Beijing 100191, China.ORCID https://orcid.org/0000-0002-7501-4904
Zhuang LiangSchool of Economics and Management, Beihang University, No. 37 Xueyuan Road, Haidian District, Beijing 100191, China.
Zhihao YanSchool of Economics and Management, Beihang University, No. 37 Xueyuan Road, Haidian District, Beijing 100191, China.
Xi MingSchool of Economics and Management, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Haidian District, Beijing 100190, China.
Hongbo DuanSchool of Economics and Management, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Haidian District, Beijing 100190, China.ORCID https://orcid.org/0000-0001-5143-4413
Bin SuEnergy Studies Institute, National University of Singapore, 29 Heng Mui Keng Terrace, Singapore 119620, Singapore.ORCID https://orcid.org/0000-0003-4273-7054
Shouyang WangSchool of Economics and Management, University of Chinese Academy of Sciences, No. 19A Yuquan Road, Haidian District, Beijing 100190, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing demand for residential heating and cooling significantly affects power systems, especially during extreme weather events. The replacement of outdated room air-conditioning (RAC) with a high-efficiency model demonstrated considerable potential in alleviating this effect. In this study, the impacts of extreme warm, cold, and drought events on power demand and supply are explored. By simulating residential heating and cooling loads in southern Chinese cities and integrating these loads into a provincial power dispatch model, we confirm the positive role of RAC replacement in carbon mitigation and power system cost reductions. It also enhances the power system reliability, especially facing extreme weathers. Specifically, RAC replacement may reduce peak power demand by up to 12.2% for advanced high-efficiency units. Compared with the battery storage system, RAC replacement has better cost and emission reductions, given the same budget. This research highlights the pivotal role of improving residential energy efficiency in the transition toward a green power system in China, especially the pronounced benefits of RAC replacement in enhancing energy resilience when facing extreme weather risks.

Indexed as

air-conditioningeconomic and environmental benefitsextreme weather riskpower systemreliability

Identifiers

PMID40799350
PMCPMC12342146

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.