Evidence map›Paper›PMID 42409851›Full record

ArticleScientific reports2026

Blockchain-based IoT integration for VAT photopolymerization additive manufacturing process security and transparency.

Dhal A Matoc, Bhavesh Kanabar, Amit Sata, Minal Shukla, Slaheddine Jarboui

Abstract read
In one paragraph

Article in Scientific reports, 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

5 authors.

Dhal A MatocDepartment of Mechanical Engineering, Marwadi University, Rajkot-Morbi Road, Rajkot, 360003, India.
Bhavesh KanabarDepartment of Mechanical Engineering, Marwadi University, Rajkot-Morbi Road, Rajkot, 360003, India.
Amit SataDepartment of Mechanical Engineering, Marwadi University, Rajkot-Morbi Road, Rajkot, 360003, India. amit.sata@marwadieducation.edu.in.
Minal ShuklaDepartment of Applied Sciences and Humanities, PIET, Faculty of Engineering and Technology, Parul University, Vadodara, India. minal.vadhel42536@paruluniversity.ac.in.
Slaheddine JarbouiCommunication Theory and Networking, College of Computer Science, King Khalid University, Abha, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The interaction of blockchain technologies with additive manufacture (AM) processes enabled by IoT, specifically VAT Photopolymerization (VPP), offers innovative means for increased security, transparency, and traceability in industrial production data. The VPP-IoT system discussed in the present study is based on sensor data for monitoring and mitigating VOC emissions. To ensure secure flow and management of sensor data in this system, we implemented a tamper-proof and transparent access system for stakeholders based on blockchain-decentralized and immutable technology. Hyperledger Fabric was used to set up a private blockchain network that worked with IoT sensors to keep track of VOC emissions in real time. Smart contracts were designed to automate data validation, storage, and alert generation processes to maintain compliance with environmental and safety regulations. The blockchain-based system demonstrated high-performance metrics, such as an average transaction throughput of 487.2 tps and data integrity verification success of 99.99%. The results point toward blockchain-IoT integration's potential to improve regulatory compliance, predictive maintenance, and real-time monitoring in VPP additive manufacturing for safer and more sustainable industrial practices. While experimental results established a strong positive correlation between VOC emissions and key printing parameters, such as exposure duration and light intensity, layer thickness showed little effect. This study has broader implications as it promotes the application of Industry 4.0 concepts in a more practical context for VPP additive manufacturing.

Indexed as

Additive manufacturing (AM)BlockchainCybersecurity systemsInternet of Things (IoT)VAT photopolymerization (VPP)

Identifiers

PMID42409851
PMCPMC13338149

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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.