Evidence map›Paper›PMID 42324321›Full record

ArticleScientific reports2026

Multi-objective optimization of EDM machining of Waspaloy employing composite electrode.

Putta Priyanka, V Jayakumar, P K Giridharan

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
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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.

Putta PriyankaDepartment of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, India.
V JayakumarDepartment of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, India. v_jayakumar@ch.amrita.edu.
P K GiridharanDepartment of Mechanical Engineering, Bharath Institute of Science and Technology, Chennai, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrical Discharge Machining (EDM) has emerged as an effective technique for machining difficult-to-cut superalloys such as Waspaloy, which are widely used in aerospace applications due to their superior mechanical strength and thermal stability but exhibit poor machinability under conventional processes. The present study focuses on enhancing EDM performance through the combined use of copper-graphite (Cu-Gr) composite electrodes and eco-friendly dielectric media, along with multi-objective optimization. Composite electrodes with graphite content 5 wt% were fabricated, and machining experiments were conducted under different process parameters, including discharge current, pulse-on time, pulse-off time, and inter-electrode gap. Machining performance was evaluated in terms of material removal rate (MRR), tool wear rate (TWR), and surface roughness (Ra), while surface integrity was analyzed using scanning electron microscopy (SEM). A TOPSIS-based multi-objective optimization approach was employed to determine the optimal machining conditions. The results indicated that discharge current and pulse-on time significantly influence MRR, with a maximum MRR of approximately 0.43 mm

Indexed as

Copper–graphite composite electrodeEco-friendly dielectric fluidsElectrical discharge machiningMulti-objective optimizationSurface integrityTOPSISWaspaloy

Identifiers

PMID42324321
PMCPMC13562528

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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.