Evidence map›Paper›PMID 40271922›Full record

ArticleMaterials (Basel, Switzerland)2025

Forming Process Prediction Model and Application of Laser Cladding for Remanufactured Screw Pump Rotors.

Haiying Zu, Yongpeng Liu, Sihui Chen, Xiang Jin, Weidong Ye, Mingyuan Sun, Zhongmin Xiao, Liming Yao

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. 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

8 authors.

Haiying ZuSchool of Mechanical Science and Engineering, Northeast Petroleum University, Daqing 163318, China.
Yongpeng LiuSchool of Mechanical Science and Engineering, Northeast Petroleum University, Daqing 163318, China.
Sihui ChenSchool of Mechanical Science and Engineering, Northeast Petroleum University, Daqing 163318, China.
Xiang JinSchool of Mechanical Science and Engineering, Northeast Petroleum University, Daqing 163318, China.ORCID 0009-0005-3750-4127
Weidong YeSchool of Mechanical Science and Engineering, Northeast Petroleum University, Daqing 163318, China.
Mingyuan SunSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.
Zhongmin XiaoSchool of Mechanical and Aerospace Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore.
Liming YaoSchool of Mechanical Science and Engineering, Northeast Petroleum University, Daqing 163318, China.ORCID 0000-0001-6662-0980

Funding

China Postdoctoral Science Foundation 2024M754172National Key Research and Development Program of China 2023YFE0209900National Natural Science Foundation of China 52405614National Nature Science Foundation of China 52374383
6 · The paper itself

Abstract

In order to achieve high-quality repair of complex curved parts, a remanufacturing process method utilizing laser cladding and reverse engineering technology is proposed to be implemented by robots. This study focuses on the oscillating helical surface of a screw pump rotor. A single-pass laser cladding test is conducted using Response Surface Methodology (RSM) to construct a predictive model and identify optimal process parameters. The model's accuracy is validated through analysis of variance (ANOVA) and index verification, while the optimal lap rate is determined through multi-pass laser cladding testing. Using reverse engineering technology, the generation of laser cladding paths for complex surfaces is explored, and the trajectory planning for the laser cladding robot is carried out. Simulations and experiments of robotic laser cladding on complex surfaces are performed, with the optimal process parameters guiding both the experiment and simulation. The optimum single-pass cladding layer, with a lap rate of 25.6%, is achieved when the laser power is 2217 W, the powder feed rate is 2.86 r/min, and the scanning speed is 400 mm/min. The study successfully plans the path for laser cladding on complex curved parts, verifying its feasibility and effectiveness, verifying that there is good metallurgical bonding between the cladding layer and the substrate, and helping to select the appropriate process parameters that are consistent with the requirements of a particular application, thus providing valuable guidance for the remanufacture of failed metal parts.

Indexed as

forming process optimizationlaser cladding remanufacturingpath planningresponse surface methodscrew pump rotor

Identifiers

PMID40271922
PMCPMC11990256

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.