Evidence map›Paper›PMID 39795501›Full record

ArticlePolymers2025

A Sustainable and Flexible Carbon Paper-Based Multifunctional Human-Machine Interface (HMI) Sensor.

Muhammad Muqeet Rehman, Maryam Khan, Hafiz Mohammad Mutee Ur Rehman, Muhammad Saqib, Shahzad Iqbal, Sang Seop Lim, Kun Hyun Park, Woo Young Kim

Abstract read
In one paragraph

Article in Polymers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Muhammad Muqeet RehmanDepartment of Electronic Engineering, Faculty of Applied Energy System, Jeju National University (JNU), Jeju City 63243, Republic of Korea.ORCID 0000-0003-4712-6404
Maryam KhanDepartment of Electronic Engineering, Faculty of Applied Energy System, Jeju National University (JNU), Jeju City 63243, Republic of Korea.ORCID 0000-0001-8716-2907
Hafiz Mohammad Mutee Ur RehmanDepartment of Mechanical Engineering, School of Mechanical and Manufacturing Engineering (SMME), National University of Science and Technology (NUST), Islamabad 44000, Pakistan.ORCID 0000-0002-7952-4469
Muhammad SaqibDepartment of Electronic Engineering, Faculty of Applied Energy System, Jeju National University (JNU), Jeju City 63243, Republic of Korea.
Shahzad IqbalDepartment of Electronic Engineering, Faculty of Applied Energy System, Jeju National University (JNU), Jeju City 63243, Republic of Korea.ORCID 0000-0002-4178-8020
Sang Seop LimiTACT, Jeju City 63357, Republic of Korea.
Kun Hyun ParkiTACT, Jeju City 63357, Republic of Korea.
Woo Young KimDepartment of Electronic Engineering, Faculty of Applied Energy System, Jeju National University (JNU), Jeju City 63243, Republic of Korea.ORCID 0000-0003-2747-6618

Funding

National Research Foundation of Korea (NRF)- Korea Government (Ministry of Science and ICT) NRF- 2020H1D3A1A04081545National University Semiconductor Equipment Expansion ProjectRegional Innovation Strategy (RIS) through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (MOE) 2023-RIS009
6 · The paper itself

Abstract

We have executed a cost-effective approach to produce a high-performance multifunctional human-machine interface (HMI) humidity sensor. The designed sensors were ecofriendly, flexible, and highly sensitive to variability in relative humidity (%RH) in the surroundings. In this study, we have introduced a humidity sensor by using carbon paper (as both a substrate and sensing material) and a silver (Ag) conductive ink pen. The carbon paper-based humidity sensor was developed by using a simple handwriting approach and the resulting devices exhibited excellent results including fast response/recovery times (12/24 s), a wide sensing range (30 to 85%), small hysteresis (1.1%), high stability (1 month), and repeatability. This high-performance humidity response could be attributed to the highly porous, hydrophilic, and permeable nature of carbon paper. Besides these features, the sensor offered high flexibility (100 bending cycles across different radii) and adaptability for uses like breath monitoring (through mouth and nose), proximity sensing (from multiple distances ranging from 1 to 10 cm), and depicting Morse code. This research work is a significant step forward in humidity sensing technology and the sustainable future of electronic devices by using a cost-effective, fast, and simple fabrication technique.

Indexed as

flexible carbon paperhuman–machine interface (HMI)hydrophilic porous structurescalable fabricationsustainable electronic device

Identifiers

PMID39795501
PMCPMC11722928

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Registered trials

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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.