ANN and RSM approach for modelling and multi objective optimization of abrasive water jet machining process

Abrasive Water Jet Machining is one of the novel nontraditional cutting processes found diverse applications in machining different kinds of difficult-to-machine materials. Process parameters play an important role in finding the economics of machining process at good quality. This research focused...

書目詳細資料
發表在:	Decision Science Letters
Main Authors:	Srinath Reddy N., Dinesh Tirumala, Rajyalakshmi Gajjela, Raja Das
格式:	Article
語言:	英语
出版:	Growing Science 2018-09-01
主題:	AWJM Response surface methodology Artificial neural network Modeling Optimization
在線閱讀:	http://www.growingscience.com/dsl/Vol7/dsl_2017_36.pdf

相似書籍

Evaluation of Peripheral Milling and Abrasive Water Jet Cutting in CFRP Manufacturing: Analysis of Defects and Surface Quality
由: Alejandro Sambruno, et al.
出版: (2024-09-01)

ANN-based predictive modelling of the effect of abrasive water-jet parameters on the surface roughness of AZ31 Mg alloy
由: Doreswamy Deepak, et al.
出版: (2024-01-01)

An Experimental Evaluation of the Cutting Capability of SS 431 Steel Using Abrasive Water Jet Machining (AWJM)
由: Balasubramaniyan Chandrasekaran, et al.
出版: (2024-02-01)

Surface quality of marble machined by abrasive water jet
由: Ramy Abdullah, et al.
出版: (2016-12-01)

A Review on the Abrasive Water-Jet Machining of Metal–Carbon Fiber Hybrid Materials
由: Fermin Bañon, et al.
出版: (2021-01-01)

Characterization and optimization of abrasive water jet machining parameters of aluminium/silicon carbide composites
由: K Gowthama, et al.
出版: (2023-01-01)

Investigation on Abrasive Water Jet Machining of Al-Al2O3 MMC
由: Bhanudas Bachchhav
出版: (2021-01-01)

Effects of Abrasive Waterjet Machining on the Quality of the Surface Generated on a Carbon Fibre Reinforced Polymer Composite
由: Andrew Rowe, et al.
出版: (2023-07-01)

Abrasive Machining Characteristics and Prediction Model for Sisal/Polyester Sandwich Composite
由: Shinde Avinash, et al.
出版: (2022-10-01)

Surface Roughness Analysis in AWJM for Enhanced Workpiece Quality
由: Manikandan M., et al.
出版: (2024-01-01)

Prediction the Influence of Machining Parameters for CNC Turning of Aluminum Alloy Using RSM and ANN
由: Hind Abdulridha, et al.
出版: (2020-06-01)

Taguchi based fuzzy logic model for optimisation and prediction of surface roughness during AWJM of DRCUFP composites
由: Shetty Raviraj, et al.
出版: (2022-01-01)

Application of RSM and ANN for optimization and modeling of biosorption of chromium(VI) using cyanobacterial biomass
由: Sushovan Sen, et al.
出版: (2018-08-01)

Integration of ANN and RSM to Optimize the Sawing Process of Wood by Circular Saw Blades
由: Mihai Ispas, et al.
出版: (2025-09-01)

Performance analysis of WEDM during the machining of Inconel 690 miniature gear using RSM and ANN modeling approaches
由: Raj Atul, et al.
出版: (2023-03-01)

Optimization of porosity behavior of hybrid reinforced titanium metal matrix composite through RSM, ANN, and GA for multi-objective parameters
由: Birhane Assefa Gemeda, et al.
出版: (2024-05-01)

On the Surface Quality of CFRTP/Steel Hybrid Structures Machined by AWJM
由: Fermin Bañon, et al.
出版: (2020-07-01)

Modeling and optimization of protein extraction from sunflower seed Cake: RSM and ANN-GA approaches
由: Pooja Vartiya, et al.
出版: (2025-08-01)

RSM/ANN based optimized recovery of phenolics from mulberry leaves by enzyme-assisted extraction
由: Rahman Qadir, et al.
出版: (2019-04-01)

Optimization of colloidal nano-silica based cementitious mortar composites using RSM and ANN approaches
由: Kaffayatullah Khan, et al.
出版: (2023-12-01)

Improving freshness prediction in frozen fish burgers: A comparative study of propolis additives using ANN and RSM models
由: Fatemeh Koushki, et al.
出版: (2025-03-01)

Modelling and optimization of machining parameters during hardened steel AISID3 turning using RSM, ANN and DFA techniques: Comparative study
由: Bouzid Lakhdar, et al.
出版: (2020-06-01)

Water Absorption Behavior of Jute Fibers Reinforced HDPE Biocomposites: Prediction Using RSM and ANN Modeling
由: Azzedine Makhlouf, et al.
出版: (2022-11-01)

Improving the Mechanical Performance of Biocomposite Plaster/ Washingtonia filifera: Optimization Comparison Between ANN and RSM Approaches
由: Ahmed Belaadi, et al.
出版: (2023-04-01)

Valorization of Camel Milk Residue (CMR) into Hypoglycemic Peptides: An RSM-ANN Modeling Approach
由: Han He, et al.
出版: (2025-09-01)

Comparative investigation of RSM and ANN for multi-response modeling and optimization studies of derived chitosan from Archachatina marginata shell
由: V.E. Bello, et al.
出版: (2021-08-01)

Optimization of biodiesel yield from waste cooking oil and sesame oil using RSM and ANN techniques
由: Waqar Bajwa, et al.
出版: (2024-08-01)

RSM versus ANN for modeling and optimization of magnetic adsorbent based on montmorillonite and CoFe2O4
由: Yiene Molla Desalegn, et al.
出版: (2024-05-01)

Study on the Mechanical Properties of Polyurethane-Cement Mortar Containing Nanosilica: RSM and Machine Learning Approach
由: M. S. M. Al-kahtani, et al.
出版: (2023-12-01)

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

Optimization of performance and emission of a diesel engine fueled with isopropyl alcohol Blends: A comparative ANN-GA and RSM-HCO application
由: Mehmet Şen
出版: (2024-07-01)

RSM and ANN Modeling of Camelina (<i>Camelina sativa</i> L. Crantz) Seed Yield as Affected by Nitrogen, Sulfur, Cow Manure, and Row Spacing
由: Mohsen Yari, et al.
出版: (2024-01-01)

ANN and RSM based modelling for optimization of cell dry mass of Bacillus sp. strain B67 and its antifungal activity against Botrytis cinerea
由: Jamil Shafi, et al.
出版: (2018-01-01)

Modelling and optimisation of hardness behaviour of sintered Al/SiC composites using RSM and ANN: a comparative study
由: Mohammad Azad Alam, et al.
出版: (2020-11-01)

Comparative analysis of RSM, ANN and ANFIS and the mechanistic modeling in eriochrome black-T dye adsorption using modified clay
由: Chijioke Elijah Onu, et al.
出版: (2021-04-01)

Effect of cross-sectional corner radius on the compressive behavior of GFRP-confined concrete prisms under repetitive loading: Experimental study and ANN-RSM modeling
由: S. Azhagarsamy, et al.
出版: (2025-12-01)

Optimization of anti-MRSA compound production by Streptomyces sp. AR05 using an integrated RSM-ANN-GA approach
由: Fateh Merouane, et al.
出版: (2024-09-01)

Modelling the effects of mixing ratio and temperature on the thermal conductivity of GNP-Alumina hybrid nanofluids: A comparison of ANN, RSM, and linear regression methods
由: Adeola Borode, et al.
出版: (2023-08-01)

Ultrasonic-assisted extraction of flavonoids from Abelmoschus manihot flowers: RSM-ANN optimization, characteristics analysis, antioxidant activities, and molecular simulation
由: Wen-zhang Qian, et al.
出版: (2025-05-01)

Influence of Silane‐Treated Jute/Kenaf Fibers on the Mechanical Properties of Polymer Composites for Biomedical Applications: Optimization Using RSM and ANN Approaches
由: R. Saravanan, et al.
出版: (2025-01-01)