Evidence map›Paper›PMID 40508523›Full record

ArticleMaterials (Basel, Switzerland)2025

A Unified Microstructure-Based Constitutive Model for a Ni-Based Superalloy and Its Application in the Forging Processes of Disk.

Ning-Fu Zeng, Yong-Cheng Lin, Shu-Xin Li, Yun-Han Ling, Jin Yang, Ming-Song Chen, Hong-Wei Cai, Zi-Jian Chen, Gui-Cheng Wu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. 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

9 authors.

Ning-Fu ZengSchool of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China.ORCID 0009-0009-2563-6308
Yong-Cheng LinSchool of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China.ORCID 0000-0001-9033-1564
Shu-Xin LiSchool of Mechanical Engineering and Mechanics, Ningbo University, Ningbo 315211, China.
Yun-Han LingChina Academy of Machinery Beijing Research Institute of Mechanical & Electrical Technology Co., Ltd., Beijing 100083, China.
Jin YangGuizhou Anda Aviation Forging Co., Ltd., Anshun 561005, China.
Ming-Song ChenSchool of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China.ORCID 0000-0003-3828-4996
Hong-Wei CaiSchool of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China.
Zi-Jian ChenSchool of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China.
Gui-Cheng WuSchool of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study proposes a novel unified constitutive model that systematically integrates the microstructure evolution and macroscopic stress-strain response during the hot deformation of a Ni-based superalloy. The proposed model incorporates a suite of microstructural variables, including damage fraction, recrystallization fraction, δ phase content, average grain size, and dislocation density. Furthermore, the model explicitly considers critical macroscopic stress state parameters, specifically the magnitude and orientation of maximum principal stress, hydrostatic stress component, and Mises equivalent stress. A comparative analysis of rheological curves derived from uniaxial tension and compression experiments reveals that the prediction errors of the proposed model are less than 3%. The model is subsequently implemented to investigate the evolution characteristics of the damage accumulation fraction and δ phase content under varying stress directions and initial δ phase contents. An advanced computational framework integrating the finite element method with the proposed constitutive model is established through customized subroutines. The framework exhibits exceptional predictive accuracy across critical regions of disk forging, as evidenced by a close agreement between computational and experimental results. Specifically, the relative errors for predicting recrystallization fraction and average grain size remain consistently below 8% under varying stress-strain conditions. Testing results from four representative regions demonstrate a good alignment of high-temperature tensile properties with the macroscopic stress-strain distributions and microstructure characteristics, thereby confirming the model's reliability in simulating and optimizing the forging process.

Indexed as

constitutive modelforging processintegrated computational frameworkNi-based superalloy

Identifiers

PMID40508523
PMCPMC12156238

What OpenQuestion holds

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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.