Multi-Response Optimization of Al

Rakesh Chaudhari, Parth Prajapati, Sakshum Khanna, Jay Vora, Vivek K Patel, Danil Yurievich Pimenov, Khaled Giasin

Abstract read

In one paragraph

Article in Materials (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it

0cells of the map it votes in

4citing 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

4 citing papers in PubMed.

Performance evaluation and multi-objective optimization of EDM parameters for Ti6Al4V using different tool electrodes.Scientific reports · 2025
Article
Sustainability metrics targeted optimization and electric discharge process modelling by neural networks.Scientific reports · 2025
Article
Experimental Investigations and Effect of Nano-Powder-Mixed EDM Variables on Performance Measures of Nitinol SMA.Materials (Basel, Switzerland) · 2022
Article
Parametric Optimization and Influence of Near-Dry WEDM Variables on Nitinol Shape Memory Alloy.Micromachines · 2022
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

7 authors.

Rakesh ChaudhariDepartment of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raisan, Gandhinagar 382007, India.ORCID 0000-0001-6904-2362

Parth PrajapatiDepartment of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raisan, Gandhinagar 382007, India.

Sakshum KhannaDepartment of Solar Engineering, School of Technology, Pandit Deendayal Energy University, Raisan, Gandhinagar 382007, India.ORCID 0000-0001-7918-3206

Jay VoraDepartment of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raisan, Gandhinagar 382007, India.ORCID 0000-0002-7543-903X

Vivek K PatelDepartment of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raisan, Gandhinagar 382007, India.ORCID 0000-0001-7508-186X

Danil Yurievich PimenovDepartment of Automated Mechanical Engineering, South Ural State University, Lenin Prosp. 76, 454080 Chelyabinsk, Russia.ORCID 0000-0002-5568-8928

Khaled GiasinSchool of Mechanical and Design Engineering, University of Portsmouth, Portsmouth PO1 3DJ, UK.ORCID 0000-0002-3992-8602

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Shape memory alloy (SMA), particularly those having a nickel-titanium combination, can memorize and regain original shape after heating. The superior properties of these alloys, such as better corrosion resistance, inherent shape memory effect, better wear resistance, and adequate superelasticity, as well as biocompatibility, make them a preferable alloy to be used in automotive, aerospace, actuators, robotics, medical, and many other engineering fields. Precise machining of such materials requires inputs of intellectual machining approaches, such as wire electrical discharge machining (WEDM). Machining capabilities of the process can further be enhanced by the addition of Al

Indexed as

Al2O3 nanopowderNitinolshape memory alloysurface morphologyTeaching–Learning-Based Optimization algorithmwire electrical discharge machining

Identifiers

PMID35329469

DOI10.3390/ma15062018

PMCPMC8950695

What Socratic 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 Socratic graph.