Assessment of Surface Roughness in Milling of Beech Using a Response Surface Methodology and an Adaptive Network-Based Fuzzy Inference System

This work focused on changes in surface roughness under different cutting conditions for improving the cutting quality of beech wood during milling. A response surface methodology and an adaptive network-based fuzzy inference system were adopted to model and establish the relationship between millin...

書誌詳細
出版年:	Machines
主要な著者:	Zhaolong Zhu, Dong Jin, Zhanwen Wu, Wei Xu, Yingyue Yu, Xiaolei Guo, Xiaodong (Alice) Wang
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2022-07-01
主題:	wood machining RSM milling condition surface quality optimization
オンライン･アクセス:	https://www.mdpi.com/2075-1702/10/7/567

類似資料

A Stratified Characterization of Surface Quality of Beech Processed by Profile Milling
著者:: Luminița-Maria Brenci, 等
出版事項: (2023-12-01)

Factors Affecting the Consumption of Energy during the Milling of Thermally Modified and Unmodified Beech Wood
著者:: Jiří Kubš, 等
出版事項: (2015-11-01)

Effect of Chip Thickness, Wood Cross-sections, and Cutting Speed on Surface Roughness and Cutting Power during Up-Milling of Beech Wood
著者:: Magdalena Piernik, 等
出版事項: (2023-08-01)

Effect of Chip Thickness, Wood Cross-sections, and Cutting Speed on Surface Roughness and Cutting Power during Up-Milling of Beech Wood
著者:: Magdalena Piernik, 等
出版事項: (2023-08-01)

An acoustic dataset for surface roughness estimation in milling processMendeley Data
著者:: N.R. Sakthivel, 等
出版事項: (2024-12-01)

Experimental Investigation and Modelling of High-Speed Turn-Milling of H13 Tool Steel: Surface Roughness and Tool Wear
著者:: Hamid Ghorbani, 等
出版事項: (2025-10-01)

Effect of Chip Thickness and Tool Wear on Surface Roughness and Cutting Power during Up-Milling Wood of Different Density
著者:: Grzegorz Pinkowski, 等
出版事項: (2024-10-01)

Optimizing surface quality in PMEDM using SiC powder material by combined solution response surface methodology – Adaptive neuro fuzzy inference system
著者:: Huu Phan Nguyen, 等
出版事項: (2025-04-01)

Prediction Models for the Milling of Heat-Treated Beech Wood Based on the Consumption of Energy
著者:: Peter Koleda, 等
出版事項: (2024-10-01)

Tool Wear and Machined Surface Roughness during Wood Flour/Polyethylene Composite Peripheral Up-milling using Cemented Tungsten Carbide Tools
著者:: Xiaolei Guo, 等
出版事項: (2014-05-01)

Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern
著者:: Suganandha Bharathi Jayabarathi, 等
出版事項: (2022-04-01)

Influence of Ball-End Milling Strategy on the Accuracy and Roughness of Free Form Surfaces
著者:: Zuzana Grešová, 等
出版事項: (2022-04-01)

Modeling and Predicting the Machined Surface Roughness and Milling Power in Scot’s Pine Helical Milling Process
著者:: Rongrong Li, 等
出版事項: (2022-05-01)

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM FOR END MILLING
著者:: ANGELOS P. MARKOPOULOS, 等
出版事項: (2016-09-01)

Modeling and Optimization of Eucalyptus globulus Bark and Wood Delignification using Response Surface Methodology
著者:: Duarte Miranda Neiva, 等
出版事項: (2014-04-01)

Research on Surface Roughness of Supersonic Vibration Auxiliary Side Milling for Titanium Alloy
著者:: Xuetao Wei, 等
出版事項: (2022-08-01)

Preliminary Experimental Comparison of Plunge Milling and Face Milling: Influences of Cutting Parameters on Cutting Force and Surface Roughness
著者:: Afraa Khattab, 等
出版事項: (2025-06-01)

Parameter Optimization of Milling Process for Surface Roughness Constraints
著者:: GUO Bin, 等
出版事項: (2023-02-01)

Response Surface Methodology Using Observational Data: A Systematic Literature Review
著者:: Mochammad Arbi Hadiyat, 等
出版事項: (2022-10-01)

Modeling of machined surface roughness and optimization of cutting parameters in face milling
著者:: D. Bajić, 等
出版事項: (2008-10-01)

A Comparative Study of Different Milling Strategies on Productivity, Tool Wear, Surface Roughness, and Vibration
著者:: Francisco J. G. Silva, 等
出版事項: (2024-05-01)

Optimization Milling Force and Surface Roughness of Ti-6Al-4V Based on Ultrasonic-Assisted Milling (UAM): An Experimental Study
著者:: Qingqing Lü, 等
出版事項: (2023-08-01)

Surface matrix based Machining Planes Determination for Milling Process (Roughing Stage)
著者:: Laith Mohammed
出版事項: (2007-02-01)

Optimisation of cutting parameters of new material orthotic insole using a Taguchi and response surface methodology approach
著者:: P.W. Anggoro, 等
出版事項: (2022-05-01)

Milling of Heat-Treated Beech Wood (Fagus sylvatica L.) and Analysis of Surface Quality
著者:: Mihai Ispas, 等
出版事項: (2016-09-01)

Influence of Entry Strategy on Cutting Tool Wear and Surface Roughness of Sae D2 Steel During Face Milling
著者:: Marcio Silva de Macedo, 等
出版事項: (2025-09-01)

Analysis of correlations between the fractal dimension and parameters of milled surface roughness
著者:: N.O., 等
出版事項: (2023-06-01)

Response surface methodology (RSM) for optimizing engine performance and emissions fueled with biofuel: Review of RSM for sustainability energy transition
著者:: Ibham Veza, 等
出版事項: (2023-06-01)

Optimization of Cutting Parameters on Surface Roughness and Productivity when Milling Wood Materials
著者:: Nguyen Huu Loc, 等
出版事項: (2021-12-01)

CNC milling of EVA foam with varying hardness for custom orthotic shoe insoles and process parameter optimization
著者:: P. W. Anggoro, 等
出版事項: (2019-09-01)

MILLING OF COMPLEX SURFACES
著者:: Evstati LEFTEROV, 等
出版事項: (2018-05-01)

Study on the application of a new surface burr treatment process
著者:: Qiang Guo, 等
出版事項: (2023-05-01)

Deep learning classification and recognition method for milling surface roughness combined with simulation data
著者:: Lingli Lu, 等
出版事項: (2023-05-01)

Investigation of the Applicability of Acoustic Emission Signals for Adaptive Control in CNC Wood Milling
著者:: Miroslav Dado, 等
出版事項: (2025-06-01)

Optimization of pyrolysis conditions for Catha edulis waste-based biochar production using response surface methodology
著者:: Abdi Birhanu, 等
出版事項: (2025-06-01)

Influence of the Cut Axial Depth on Surface Roughness at High-Speed Milling of Thin-Walled Workpieces
著者:: A. I. Germashev, 等
出版事項: (2021-04-01)

Comparative Surface Quality of Larch (<i>Larix decidua</i> Mill.) Fretwork Patterns Cut through by CNC Routing and by Laser
著者:: Lidia Gurău, 等
出版事項: (2021-07-01)

Data-Driven Modeling and Enhancement of Surface Quality in Milling Based on Sound Signals
著者:: Paschalis Charalampous
出版事項: (2025-07-01)

Theoretical Modeling and Surface Roughness Prediction of Microtextured Surfaces in Ultrasonic Vibration-Assisted Milling
著者:: Chenbing Ni, 等
出版事項: (2024-05-01)

Study on Surface Integrity and Surface Roughness Model of Titanium Alloy TC21 Milling Considering Tool Vibration
著者:: Zhenyu Wang, 等
出版事項: (2022-04-01)