Optimization of porosity behavior of hybrid reinforced titanium metal matrix composite through RSM, ANN, and GA for multi-objective parameters

Abstract Titanium matrix composites (TMCs) have high specific strength and stiffness, and high-temperature TMCs can reduce weight by up to 50% when compared with monolithic super alloys while preserving equal stiffness and strength in jet engine systems for propulsion. The purpose of this work exami...

Full description

Bibliographic Details
Published in:	Journal of Engineering and Applied Science
Main Authors:	Birhane Assefa Gemeda, Devendra Kumar Sinha, Getinet Asrat Mengesha, Satyam Shivam Gautam
Format:	Article
Language:	English
Published:	SpringerOpen 2024-05-01
Subjects:	Hybrid titanium metal matrix composite Porosity Response surface methodology Artificial neural networks Genetic algorithm
Online Access:	https://doi.org/10.1186/s44147-024-00436-4

Similar Items

Multi-objective parametric optimization process of hybrid reinforced titanium metal matrix composite through Taguchi-Grey relation analysis (TGRA)
by: Birhane Assefa Gemeda, et al.
Published: (2024-07-01)

Prediction of Shrinkage Porosity in Femoral Stem of Titanium Investment Casting
by: Sutiyoko, et al.
Published: (2016-12-01)

Numerical investigation of the optimal porosity of titanium foam for dental implants
by: Hussein Farroukh, et al.
Published: (2024-03-01)

Influence of the Structure of Iron-Titanium Thermal Sprayed Coatings on their Wear Resistance
by: Vladimir A. Kukareko, et al.
Published: (2023-03-01)

Exploring the role of surface and porosity in CO2 capture by CaO-based adsorbents through response surface methodology (RSM) and artificial neural networks (ANN)
by: Enrique Martínez de Salazar Martínez, et al.
Published: (2024-05-01)

Laser-inherent porosity defects in additively manufactured Ti–6Al–4V implant: Formation, distribution, and effect on fatigue performance
by: Abdul Azeez Abdu Aliyu, et al.
Published: (2024-05-01)

Influences of sintering temperature on pore morphology, porosity, and mechanical behavior of porous Ti
by: Ding Yang, et al.
Published: (2021-01-01)

Porous materials from sponge titanium powders with increased strength
by: V. V. Savich, et al.
Published: (2025-01-01)

Modular Ti-6Al-4V system for in vitro optimization of implant materials
by: Charlotte von Heckel, et al.
Published: (2025-09-01)

An Insight into Mechanical and Metallurgical Behavior of Hybrid Reinforced Aluminum Metal Matrix Composite
by: Demeke Abay Ashebir, et al.
Published: (2022-01-01)

Manufacturing of graded titanium scaffolds using a novel space holder technique
by: Yunhui Chen, et al.
Published: (2017-12-01)

Determination of the Surface and Volume Porosity, on the Basis of the Main Fraction of the Polifractional Matrix of Moulding and Core Sands
by: Dańko R., et al.
Published: (2016-12-01)

Surface Modification and Tribological Performance of Calcium Phosphate Coatings with TiO<sub>2</sub> Nanoparticles on VT1-0 Titanium by Micro-Arc Oxidation
by: Bauyrzhan Rakhadilov, et al.
Published: (2024-10-01)

Prediction of permeability and effective porosity values using ANN in Maleh field
by: Mohammed Essa Nassani, et al.
Published: (2025-07-01)

Freeze casting process for the generation of graded porosity in Al2O3 ceramics
by: E. Pagano, et al.

Design, fabrication, and characterization of novel dental implants with porosity gradient obtained by Selective Laser Melting
by: Amanda Robau-Porrua, et al.
Published: (2025-03-01)

Optimizing EDM process parameters with the use of GRA-based RSM for machining titanium alloy
by: Velusamy Mohankumar, et al.
Published: (2025-06-01)

Systematic Exploration of the Knowledge Graph on Rock Porosity Structure
by: Chengwei Geng, et al.
Published: (2024-12-01)

Investigating mechanical properties of 3D printed porous titanium scaffolds for bone tissue engineering
by: Jiajie Yang, et al.
Published: (2024-01-01)

Microstructure and corrosion resistance of PM titanium doped by TiO2
by: Serhii Lavrys, et al.
Published: (2025-09-01)

Influence of technological manufacturing conditions on the porosity of calcium-phosphate scaffolds
by: Chernobrovchenko V. S., et al.
Published: (2021-06-01)

A pycnometric method to estimate the porosity of hydrophobic hollow fiber membranes
by: Pedro Arana-Agudelo, et al.
Published: (2024-12-01)

Permeability Evaluation Method for Marine Low Porosity and Permeability Sandstone Based on Improved Electrical Imaging Porosity Spectrum
by: LIU Junyi, et al.
Published: (2023-12-01)

Porosity prediction by geophysics technology at low-porosity and low-permeability reservoir of the Yinggehai Basin
by: Fang Li, et al.
Published: (2022-07-01)

3D printing technology for titanium alloy and its defect
by: TANG Chaolan, et al.
Published: (2019-01-01)

Sost Deficiency does not Alter Bone’s Lacunar or Vascular Porosity in Mice
by: Henry Mosey, et al.
Published: (2017-09-01)

Elucidating the Role of Matrix Porosity and Rigidity in Glioblastoma Type IV Progression
by: Rui C. Pereira, et al.
Published: (2020-12-01)

Development of foam concrete with nitrogen oxides removal capability using various forms of titanium dioxide
by: Jung-Jun Park, et al.
Published: (2023-12-01)

THE POROSITY CALCULATION OF VARIOUS TYPES OF PAPER USING IMAGE ANALYSIS
by: N. H. Astuti, et al.
Published: (2018-01-01)

Influence of Chemical Composition on Porosity in Aluminium Alloys
by: Kucharčík L., et al.
Published: (2014-06-01)

Changes in Nanoscale Porosity by Wet Pressing Pulps from Sugarcane Bagasse
by: Marcelo Miranda Oliveira, et al.
Published: (2015-11-01)

Simulation on the Effect of Porosity in the Elastic Modulus of SiC Particle Reinforced Al Matrix Composites
by: Jorge E. Rivera-Salinas, et al.
Published: (2020-03-01)

Microporous Titanium through Metal Injection Moulding of Coarse Powder and Surface Modification by Plasma Oxidation
by: Mohammed Menhal Shbeh, et al.
Published: (2017-01-01)

FEATURES OF THE INTERACTION OF BONE TISSUES AND SCREW DENTAL IMPLANTS MADE OF TITANIUM NICKELIDE WITH PERMEABLE POROSITY IN COMBINATION WITH FINE-PROFILE MESH TITANIUM NICKELIDE
by: Andrey A. Radkevich, et al.
Published: (2021-12-01)

Porosity of the porous carbonate rocks in the Jingfengqiao–Baidiao area based on finite automata
by: Honghai Kuang, et al.
Published: (2022-01-01)

Physical and mechanical behavior of aluminum-magnesium alloy matrix hybrid composite fabricated through friction stir consolidation process
by: Samuel Kefyalew Abebe, et al.
Published: (2023-06-01)

Effect of commercial dental investments at low temperature on the marginal adaptation of cast cp Ti inlays
by: Rodrigo Galo, et al.
Published: (2015-12-01)

Study on the inter-porosity transfer rate and producing degree of matrix in fractured-porous gas reservoirs
by: Jin Jie, et al.
Published: (2023-06-01)

Linear analysis of micromorphic thermoelastic materials with microtemperatures and triple porosity
by: Kansal Tarun
Published: (2024-01-01)

Influence of curing procedures and porosity in the flexural resistance of concretes for paving
by: T.C. Cervo, et al.