Evidence map›Paper›PMID 41784731›Full record

ReviewNano-micro letters2026

Triboelectric Nanogenerators for Thermal Management Application: Current Progress and Future Prospects.

Jia-Qi Lang, Lei Chen, Xing-Xiang Ji, Qi Liu, Ming-Guo Ma

Abstract readReview
In one paragraph

Review in Nano-micro letters, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Jia-Qi LangMOE Engineering Research Center of Forestry Biomass Materials and Bioenergy, Research Center of Biomass Clean Utilization, College of Materials Science and Technology, Beijing Forestry University, Beijing, 100083, People's Republic of China.
Lei ChenMOE Engineering Research Center of Forestry Biomass Materials and Bioenergy, Research Center of Biomass Clean Utilization, College of Materials Science and Technology, Beijing Forestry University, Beijing, 100083, People's Republic of China.
Xing-Xiang JiState Key Laboratory of Green Papermaking and Resource Recycling, Qilu University of Technology (Shandong Academy of Sciences), Jinan, 250353, People's Republic of China. xxjt78@163.com.
Qi LiuMOE Engineering Research Center of Forestry Biomass Materials and Bioenergy, Research Center of Biomass Clean Utilization, College of Materials Science and Technology, Beijing Forestry University, Beijing, 100083, People's Republic of China.
Ming-Guo MaMOE Engineering Research Center of Forestry Biomass Materials and Bioenergy, Research Center of Biomass Clean Utilization, College of Materials Science and Technology, Beijing Forestry University, Beijing, 100083, People's Republic of China. mg_ma@bjfu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid development of wearable electronics, self-powered systems, and the Internet of Things urgently requires efficient thermal management (TM) technologies and sustainable energy solutions. However, triboelectric nanogenerator (TENG) and their integrated electronic components inevitably generate or accumulate Joule thermal. It led to performance degradation or even device failure. This review focuses on the research progress in integrating advanced TM technologies into TENGs, aiming to provide comprehensive insights for constructing high-performance and highly stable self-powered systems. The scope of this review encompasses: (i) systematically summarizing the design and development of TM-TENG systems based on key materials, such as graphene, carbon nanotubes, MXene, cellulose, and phase change materials, (ii) elucidating the bidirectional coupling mechanism between triboelectric charge generation and thermal management, along with a critical analysis of existing theoretical models, and (iii) detailing the multifunctional integration and applications potential of TM-TENGs in the fields including thermal conversion, thermal energy harvesting, storage, actuation, and conduction. The bidirectional coupling mechanisms between triboelectric charge generation and thermal management are thoroughly dissected at a theoretical level. The predominant physical models explaining the interaction phenomena between frictional heating and thermal management are reviewed, with critical analysis of their applicability and limitations. Furthermore, this work discusses the current challenges and future directions in this field and proposes strategic recommendations for realizing more advanced TM-TENG systems. The primary objectives of this review are to synthesize existing knowledge, clarify interaction mechanisms, and promote interdisciplinary development at the intersection of thermal management and energy harvesting.

Indexed as

Energy harvestingPhase change materialThermal managementTriboelectric nanogeneratorsl

Identifiers

PMID41784731
PMCPMC12963624

What OpenQuestion holds

Textmetadata
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.