Evidence map›Paper›PMID 42590384›Full record

ArticleMaterials (Basel, Switzerland)2026

Service-Life Prediction of Core Inserts Under High-Volume Plastic Injection Molding Conditions.

Hamza El Fahime, Mohammed Radouani, Benaissa El Fahime

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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

3 authors.

Hamza El FahimeLaboratory of Mechanics, Mechatronics and Control-(L2MC), ENSAM, Moulay Ismail University, Meknes 50050, Morocco.ORCID 0009-0008-4457-0423
Mohammed RadouaniLaboratory of Mechanics, Mechatronics and Control-(L2MC), ENSAM, Moulay Ismail University, Meknes 50050, Morocco.ORCID 0000-0002-3784-3584
Benaissa El FahimeLaboratory of Mechanics, Mechatronics and Control-(L2MC), ENSAM, Moulay Ismail University, Meknes 50050, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-volume injection molding systems for plastic part production operate under severe thermo-mechanical loading repeated at high production rates. Therefore, premature breakage of hot-work tool steel core inserts directly interrupts production continuity and creates a recurrent maintenance problem. To address this failure mode, this study collected production inputs and failure evidence and established a reliable interpretation by linking computer-aided engineering simulations of the plastic injection molding process, structural FEA of the insert response, and cumulative fatigue assessment using a TMF-creep damage model. This integrated approach provides a comprehensive framework for failure root-cause identification and service-life prediction and improving insert durability in mass-manufacturing environments.

Indexed as

AISI H11 core insertscomputer-aided engineering toolsfailure root-cause analysishigh-volume productionplastic injection moldsTMF-creep lifetime prediction

Identifiers

PMID42590384
PMCPMC13467676

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.