Effect of CNC application parameters on wooden surface quality
[Display omitted] •The effects of CNC processing parameters on the surface quality in wood materials were determined.•Laser based robotic system was used for the measurements of the surfaces.•Surface roughness values were affected by the variations of the material subjects. Objective of this study i...
Saved in:
| Published in | Measurement : journal of the International Measurement Confederation Vol. 107; pp. 12 - 18 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
London
Elsevier Ltd
01.09.2017
Elsevier Science Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0263-2241 1873-412X |
| DOI | 10.1016/j.measurement.2017.05.001 |
Cover
| Abstract | [Display omitted]
•The effects of CNC processing parameters on the surface quality in wood materials were determined.•Laser based robotic system was used for the measurements of the surfaces.•Surface roughness values were affected by the variations of the material subjects.
Objective of this study is to determine the parameters such as spindle speed, feed rate and wood material on surface quality. Medium density fiberboard (MDF), Beech (Fagus orientalis L.) and Ayous (Triplochiton scleroxylon) were selected for the study. Wood specimens were prepared using different values of spindle speed and feed rate. Surface roughness (Ra) values of specimens were measured by employing stylus type of equipment and laser based robotic measurement system. Laser based robotic measurements were obtained by Matlab software. The objective of the techniques were to (1) determine the significant parameters on wood surface quality (2) analyze the main and interaction effects in the CNC cutting process (3) compare the data from the robotic system with the stylus type of equipment. As the result of this study, spindle speed of 18,000rpm and feed rate of 2m/min resulted with minimum surface roughness values of MDF, Ayous and Beech wood for laser and stylus techniques. |
|---|---|
| AbstractList | [Display omitted]
•The effects of CNC processing parameters on the surface quality in wood materials were determined.•Laser based robotic system was used for the measurements of the surfaces.•Surface roughness values were affected by the variations of the material subjects.
Objective of this study is to determine the parameters such as spindle speed, feed rate and wood material on surface quality. Medium density fiberboard (MDF), Beech (Fagus orientalis L.) and Ayous (Triplochiton scleroxylon) were selected for the study. Wood specimens were prepared using different values of spindle speed and feed rate. Surface roughness (Ra) values of specimens were measured by employing stylus type of equipment and laser based robotic measurement system. Laser based robotic measurements were obtained by Matlab software. The objective of the techniques were to (1) determine the significant parameters on wood surface quality (2) analyze the main and interaction effects in the CNC cutting process (3) compare the data from the robotic system with the stylus type of equipment. As the result of this study, spindle speed of 18,000rpm and feed rate of 2m/min resulted with minimum surface roughness values of MDF, Ayous and Beech wood for laser and stylus techniques. Objective of this study is to determine the parameters such as spindle speed, feed rate and wood material on surface quality. Medium density fiberboard (MDF), Beech (Fagus orientalis L.) and Ayous (Triplochiton scleroxylon) were selected for the study. Wood specimens were prepared using different values of spindle speed and feed rate. Surface roughness (Ra) values of specimens were measured by employing stylus type of equipment and laser based robotic measurement system. Laser based robotic measurements were obtained by Matlab software. The objective of the techniques were to (1) determine the significant parameters on wood surface quality (2) analyze the main and interaction effects in the CNC cutting process (3) compare the data from the robotic system with the stylus type of equipment. As the result of this study, spindle speed of 18,000 rpm and feed rate of 2 m/min resulted with minimum surface roughness values of MDF, Ayous and Beech wood for laser and stylus techniques. |
| Author | Erdinler, Emine Seda Hazir, Ender Koc, Kücük Hüseyin Öztürk, Emel |
| Author_xml | – sequence: 1 givenname: Kücük Hüseyin surname: Koc fullname: Koc, Kücük Hüseyin email: hkoc@istanbul.edu.tr – sequence: 2 givenname: Emine Seda surname: Erdinler fullname: Erdinler, Emine Seda email: seda@istanbul.edu.tr – sequence: 3 givenname: Ender surname: Hazir fullname: Hazir, Ender email: ender.hazir@istanbul.edu.tr – sequence: 4 givenname: Emel surname: Öztürk fullname: Öztürk, Emel email: emelozt@istanbul.edu.tr |
| BookMark | eNqNkMtKAzEUhoMo2FbfYcT1jLnNbaPIUC9QdKPgLqTJGcgwnUyTjNK3N7UuxFVXhwP__x3ON0engx0AoSuCM4JJcdNlG5B-crCBIWQUkzLDeYYxOUEzUpUs5YR-nKIZpgVLKeXkHM297zDGBauLGbpdti2okNg2aV6aRI5jb5QMxg7JKJ3cQADnk7h9WathSOKpVipItpPsTdhdoLNW9h4uf-cCvT8s35qndPX6-Nzcr1LFeB3SdSt1pYtS5TUldK0VYeVa01rSqqxInnOZa6U4AaoYSFUwzbTOay45lzFM2QJdH7ijs9sJfBCdndwQTwqKC5KTmlQspu4OKeWs9w5aoUz4eSY4aXpBsNhLE534I03spQmciygtEup_hNGZjXS7o7rNoQtRxKcBJ7wyMCjQxkXFQltzBOUbl8uRkg |
| CitedBy_id | crossref_primary_10_1088_1755_1315_595_1_012026 crossref_primary_10_17780_ksujes_1352802 crossref_primary_10_3390_ma16155292 crossref_primary_10_18182_tjf_987276 crossref_primary_10_33725_mamad_992157 crossref_primary_10_3390_app13085061 crossref_primary_10_1088_1742_6596_1065_14_142012 crossref_primary_10_17475_kastorman_1215347 crossref_primary_10_17780_ksujes_1144224 crossref_primary_10_1080_17480272_2022_2080586 crossref_primary_10_1155_2021_6658968 crossref_primary_10_1007_s13369_018_3559_6 crossref_primary_10_1080_17480272_2021_1929466 crossref_primary_10_1080_14484846_2021_1938953 crossref_primary_10_1108_SR_02_2019_0051 crossref_primary_10_3390_app14010129 crossref_primary_10_1016_j_measurement_2019_107421 crossref_primary_10_1080_10426914_2021_1885709 crossref_primary_10_3390_axioms12010039 crossref_primary_10_1016_j_jer_2024_05_033 crossref_primary_10_1080_17480272_2022_2051734 crossref_primary_10_1080_17480272_2023_2290212 crossref_primary_10_1080_17480272_2024_2426780 crossref_primary_10_58816_duzceod_1417532 crossref_primary_10_1177_16878140211017632 crossref_primary_10_3390_coatings12101393 crossref_primary_10_1016_j_mtcomm_2023_106482 crossref_primary_10_33725_mamad_427588 crossref_primary_10_1016_j_cirpj_2021_10_005 crossref_primary_10_35229_jaes_635310 crossref_primary_10_46519_ij3dptdi_1374711 crossref_primary_10_59751_agacorman_1467058 |
| Cites_doi | 10.1016/j.jmatprotec.2007.05.003 10.1177/0021998310385026 10.1016/j.measurement.2012.11.041 10.1007/s11012-015-0187-z 10.1007/s10086-005-0779-7 10.1007/s00226-007-0166-1 10.15376/biores.10.4.7772-7781 10.1007/s00170-010-2958-y 10.1016/j.measurement.2015.09.052 10.1007/s00170-013-5248-7 10.1016/j.biortech.2016.04.068 10.1007/s00170-007-1318-z 10.1007/s10086-002-0486-6 10.1007/s13369-015-1628-7 10.1007/s13369-014-1484-x 10.1007/s00226-010-0378-7 10.1007/s00226-010-0382-y 10.1051/forest:2002084 10.1007/s00542-014-2186-8 10.4028/www.scientific.net/AMR.445.51 10.1007/s00170-012-4647-5 |
| ContentType | Journal Article |
| Copyright | 2017 Elsevier Ltd Copyright Elsevier Science Ltd. Sep 2017 |
| Copyright_xml | – notice: 2017 Elsevier Ltd – notice: Copyright Elsevier Science Ltd. Sep 2017 |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.measurement.2017.05.001 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Physics |
| EISSN | 1873-412X |
| EndPage | 18 |
| ExternalDocumentID | 10_1016_j_measurement_2017_05_001 S0263224117302798 |
| GroupedDBID | --K --M .~1 0R~ 1B1 1~. 1~5 29M 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAXUO ABFNM ABFRF ABJNI ABMAC ABNEU ABXDB ABYKQ ACDAQ ACFVG ACGFO ACGFS ACIWK ACNNM ACRLP ADBBV ADEZE ADTZH AEBSH AECPX AEFWE AEGXH AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AIEXJ AIKHN AITUG AIVDX AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GS5 HVGLF HZ~ IHE J1W JJJVA KOM LY7 M41 MO0 N9A O-L O9- OAUVE OGIMB OZT P-8 P-9 P2P PC. Q38 R2- RIG RNS ROL RPZ SDF SDG SES SET SEW SPC SPCBC SPD SSQ SST SSZ T5K WUQ XPP ZMT ~G- AATTM AAXKI AAYWO AAYXX ACLOT ACVFH ADCNI AEIPS AEUPX AFJKZ AFPUW AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD AGCQF |
| ID | FETCH-LOGICAL-c349t-bfad8d67c59212bdc137bd29a28781554a5dcc41e2c3eac63d3dd594a44adc123 |
| IEDL.DBID | .~1 |
| ISSN | 0263-2241 |
| IngestDate | Wed Aug 13 08:43:51 EDT 2025 Wed Oct 01 05:13:37 EDT 2025 Thu Apr 24 23:00:35 EDT 2025 Fri Feb 23 02:33:24 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | CNC Surface quality Laser measurement Wood processing |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c349t-bfad8d67c59212bdc137bd29a28781554a5dcc41e2c3eac63d3dd594a44adc123 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| PQID | 2061519183 |
| PQPubID | 2047460 |
| PageCount | 7 |
| ParticipantIDs | proquest_journals_2061519183 crossref_citationtrail_10_1016_j_measurement_2017_05_001 crossref_primary_10_1016_j_measurement_2017_05_001 elsevier_sciencedirect_doi_10_1016_j_measurement_2017_05_001 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | September 2017 2017-09-00 20170901 |
| PublicationDateYYYYMMDD | 2017-09-01 |
| PublicationDate_xml | – month: 09 year: 2017 text: September 2017 |
| PublicationDecade | 2010 |
| PublicationPlace | London |
| PublicationPlace_xml | – name: London |
| PublicationTitle | Measurement : journal of the International Measurement Confederation |
| PublicationYear | 2017 |
| Publisher | Elsevier Ltd Elsevier Science Ltd |
| Publisher_xml | – name: Elsevier Ltd – name: Elsevier Science Ltd |
| References | Iskra, Hernandez (b0095) 2012; 46 Nas, Samtas, Demir (b0090) 2012; 18 Lajie, Qiangbo, Lij, Ruiwen, Jing (b0105) 2011 Coelho, Carvalho, Martins, Costa, Masson, Meausooner (b0110) 2008; 42 Norazmein, Safian, Sudin (b0135) 2012; 445 Krimpenis, Fountas, Ntalianis, Vaxevanidis (b0060) 2014; 70 Zhong, Hiziroglu, Chan (b0055) 2013; 46 Bhalamurugan, Prabhu (b0070) 2015; 40 Bingöl, Saraydin, Özbay (b0085) 2015; 40 Sofuoglu (b0145) 2015; 10 Davim, Clemente, Silva (b0120) 2009; 40 Raja, Baskar (b0020) 2011; 54 Kurtoglu, Koc, Oner (b0040) 1997; 6 Ohuchi, Murase (b0010) 2006; 52 Cool, Hernandez (b0025) 2011; 61 Asiltürk, Neşeli, İnce (b0065) 2016; 78 Hiziroglu (b0045) 1996; 46 Antony (b0155) 2014 Gawronski (b0100) 2013; 67 Costes, Larricq (b0005) 2002; 59 Saleem, Somá (b0160) 2015; 21 Montgomery (b0080) 1997 Sutcu, Karagöz (b0140) 2012; 57 Albert (b0015) 2009 Ozdemir, Hiziroglu, Kocapınar (b0035) 2015; 1–5 Sandak, Tanaka (b0050) 2003; 49 Prakash, Palanikumar (b0125) 2010; 45 Deus, Alves, Vieira (b0150) 2015; 50 Jacob, Banerjee (b0075) 2016; 214 Gaitonde, Karnik, Davim (b0115) 2008; 196 Tan, Sharif, Sudin (b0030) 2012; 46 Wilkowski, Czarniak, Grześkiewicz (b0130) 2011 Kurtoglu (10.1016/j.measurement.2017.05.001_b0040) 1997; 6 Bhalamurugan (10.1016/j.measurement.2017.05.001_b0070) 2015; 40 Prakash (10.1016/j.measurement.2017.05.001_b0125) 2010; 45 Davim (10.1016/j.measurement.2017.05.001_b0120) 2009; 40 Lajie (10.1016/j.measurement.2017.05.001_b0105) 2011 Montgomery (10.1016/j.measurement.2017.05.001_b0080) 1997 Norazmein (10.1016/j.measurement.2017.05.001_b0135) 2012; 445 Costes (10.1016/j.measurement.2017.05.001_b0005) 2002; 59 Hiziroglu (10.1016/j.measurement.2017.05.001_b0045) 1996; 46 Krimpenis (10.1016/j.measurement.2017.05.001_b0060) 2014; 70 Antony (10.1016/j.measurement.2017.05.001_b0155) 2014 Raja (10.1016/j.measurement.2017.05.001_b0020) 2011; 54 Deus (10.1016/j.measurement.2017.05.001_b0150) 2015; 50 Ozdemir (10.1016/j.measurement.2017.05.001_b0035) 2015; 1–5 Asiltürk (10.1016/j.measurement.2017.05.001_b0065) 2016; 78 Nas (10.1016/j.measurement.2017.05.001_b0090) 2012; 18 Albert (10.1016/j.measurement.2017.05.001_b0015) 2009 Gaitonde (10.1016/j.measurement.2017.05.001_b0115) 2008; 196 Cool (10.1016/j.measurement.2017.05.001_b0025) 2011; 61 Sofuoglu (10.1016/j.measurement.2017.05.001_b0145) 2015; 10 Gawronski (10.1016/j.measurement.2017.05.001_b0100) 2013; 67 Tan (10.1016/j.measurement.2017.05.001_b0030) 2012; 46 Saleem (10.1016/j.measurement.2017.05.001_b0160) 2015; 21 Zhong (10.1016/j.measurement.2017.05.001_b0055) 2013; 46 Jacob (10.1016/j.measurement.2017.05.001_b0075) 2016; 214 Wilkowski (10.1016/j.measurement.2017.05.001_b0130) 2011 Ohuchi (10.1016/j.measurement.2017.05.001_b0010) 2006; 52 Coelho (10.1016/j.measurement.2017.05.001_b0110) 2008; 42 Iskra (10.1016/j.measurement.2017.05.001_b0095) 2012; 46 Sutcu (10.1016/j.measurement.2017.05.001_b0140) 2012; 57 Sandak (10.1016/j.measurement.2017.05.001_b0050) 2003; 49 Bingöl (10.1016/j.measurement.2017.05.001_b0085) 2015; 40 |
| References_xml | – start-page: 170 year: 1997 end-page: 181 ident: b0080 article-title: Design and Analysis of Experiment – volume: 18 start-page: 47 year: 2012 end-page: 59 ident: b0090 article-title: Mathematical modelling of parameters effecting surface roughness via CNC routers publication-title: J. Eng. Sci. – volume: 50 start-page: 2899 year: 2015 end-page: 2906 ident: b0150 article-title: The quality of MDF workpieces machined in CNC milling machine in cutting speeds, feed rate, and depth of cut publication-title: Meccanica – volume: 78 start-page: 120 year: 2016 end-page: 128 ident: b0065 article-title: Optimization of parameters affecting surface roughness of Co publication-title: Measurement – volume: 21 start-page: 263 year: 2015 end-page: 276 ident: b0160 article-title: Design of experiments based factorial design and response surface methodology for MEMS optimization publication-title: Microsyst. Technol. – volume: 45 start-page: 1639 year: 2010 end-page: 1646 ident: b0125 article-title: Modeling for prediction of surface roughness in drilling MDF panels using response surface methodology publication-title: J. Compos. Mater. – volume: 10 start-page: 7772 year: 2015 end-page: 7781 ident: b0145 article-title: Determination of optimal machining parameters of massive wooden edge-glued panels made of European larch (Larix Decidua Mill) using Taguchi method publication-title: BioResources – volume: 67 start-page: 2259 year: 2013 end-page: 2267 ident: b0100 article-title: Optimization of CNC routing operations of wooden furniture parts publication-title: Int. J. Adv. Manuf. Technol. – start-page: 1240 year: 2011 end-page: 1243 ident: b0105 article-title: The data processing system of CNC wood-working milling machine publication-title: Second International Conference on Digital Manufacturing & Automation – volume: 52 start-page: 395 year: 2006 end-page: 400 ident: b0010 article-title: Milling of wood and wood-based materials with a computerized numerically controlled router. V: development of adaptive control grooving system corresponding to progression of tool wear publication-title: J. Wood Sci. – volume: 54 start-page: 445 year: 2011 end-page: 463 ident: b0020 article-title: Particle swarm optimization technique for determining optimal machining parameters of different work piece materials in turning operation publication-title: Int. J. Adv. Manuf. Technol. – volume: 46 start-page: 115 year: 2012 end-page: 128 ident: b0095 article-title: Toward a process monitoring of CNC wood router. Sensor selection and surface roughness prediction publication-title: Wood Sci. Technol. – volume: 46 start-page: 129 year: 2012 end-page: 142 ident: b0030 article-title: Roughness models for sanded wood surfaces publication-title: Wood Sci. Technol. – volume: 40 start-page: 109 year: 2015 end-page: 116 ident: b0085 article-title: Full factorial design approach to adsorption onto hydrogels publication-title: Arab. J. Sci. Eng. – start-page: 30 year: 2014 end-page: 40 ident: b0155 article-title: Design of Experiments for Engineers and Scientists – volume: 42 start-page: 181 year: 2008 end-page: 195 ident: b0110 article-title: Method for evaluating the influence of wood machining conditions on the objective characterization and subjective perception of a finished surface publication-title: Wood Sci. Technol. – volume: 1–5 year: 2015 ident: b0035 article-title: Adhesion strength of cellulosic varnish coated wood species as function of their surface roughness publication-title: Adv. Mater. Sci. Eng. – volume: 57 start-page: 231 year: 2012 end-page: 240 ident: b0140 article-title: Effect of machining parameters on surface quality after face milling of MDF publication-title: Wood Res. – volume: 61 start-page: 372 year: 2011 end-page: 380 ident: b0025 article-title: Improving the sanding process of Black spruce wood for surface quality and water-based coating adhesion publication-title: For. Prod. J. – volume: 214 start-page: 386 year: 2016 end-page: 395 ident: b0075 article-title: Modeling and optimization of anaerobic codigestion of potato waste and equatic weed by response surface methodology and artificial neural network coupled genetic algorithm publication-title: Biores. Technol. – start-page: 109 year: 2011 end-page: 111 ident: b0130 article-title: Machinability evaluation of thermally modified wood using the Taguchi technique publication-title: COST Action FP0904 Workshop “Mechano-Chemical Transformations of Wood During Thermo-Hydro-Mechanical (THM) Processing – volume: 445 start-page: 51 year: 2012 end-page: 55 ident: b0135 article-title: Mathematical modeling of cutting force in milling of medium density fiberboard using response surface method publication-title: Adv. Mater. Res. – volume: 196 start-page: 73 year: 2008 end-page: 78 ident: b0115 article-title: Taguchi multi-performance characteristics optimization in drilling of medium density fibreboard (MDF) to minimize delamination using utility concept publication-title: J. Mater. Process. Tech. – volume: 49 start-page: 305 year: 2003 end-page: 311 ident: b0050 article-title: Evaluation of surface smoothness by laser displacement sensor-1: effect of wood species publication-title: J. Wood Sci. – volume: 59 start-page: 857 year: 2002 end-page: 865 ident: b0005 article-title: Towards high cutting speed in wood milling publication-title: Ann. For. Sci. – volume: 46 start-page: 67 year: 1996 end-page: 72 ident: b0045 article-title: Surface roughness analysis of wood composites: a stylus method publication-title: For. Prod. J. – volume: 40 start-page: 49 year: 2009 end-page: 55 ident: b0120 article-title: Surface roughness aspects in milling MDF (medium density fiberboard) publication-title: Int. J. Adv. Manuf. Technol. – volume: 46 start-page: 1482 year: 2013 end-page: 1487 ident: b0055 article-title: Measurement of the surface roughness of wood based materials used in furniture manufacture publication-title: Measurement – volume: 70 start-page: 157 year: 2014 end-page: 171 ident: b0060 article-title: CNC micro milling properties and optimization using genetic algorithm publication-title: Int. J. Adv. Manuf. Technol. – volume: 40 start-page: 1657 year: 2015 end-page: 1667 ident: b0070 article-title: Performance characteristic analysis of automated robot spray painting using Taguchi method and Gray relational analysis publication-title: Arab. J. Sci. Eng. – volume: 6 start-page: 114 year: 1997 end-page: 120 ident: b0040 article-title: CAD-CAM systems, CNC machines and Turkish furniture industry publication-title: Mach.-Metal Technol. – start-page: 102 year: 2009 ident: b0015 article-title: Understanding CNC routers – volume: 196 start-page: 73 year: 2008 ident: 10.1016/j.measurement.2017.05.001_b0115 article-title: Taguchi multi-performance characteristics optimization in drilling of medium density fibreboard (MDF) to minimize delamination using utility concept publication-title: J. Mater. Process. Tech. doi: 10.1016/j.jmatprotec.2007.05.003 – volume: 45 start-page: 1639 year: 2010 ident: 10.1016/j.measurement.2017.05.001_b0125 article-title: Modeling for prediction of surface roughness in drilling MDF panels using response surface methodology publication-title: J. Compos. Mater. doi: 10.1177/0021998310385026 – start-page: 30 year: 2014 ident: 10.1016/j.measurement.2017.05.001_b0155 – volume: 46 start-page: 1482 issue: 4 year: 2013 ident: 10.1016/j.measurement.2017.05.001_b0055 article-title: Measurement of the surface roughness of wood based materials used in furniture manufacture publication-title: Measurement doi: 10.1016/j.measurement.2012.11.041 – volume: 50 start-page: 2899 issue: 12 year: 2015 ident: 10.1016/j.measurement.2017.05.001_b0150 article-title: The quality of MDF workpieces machined in CNC milling machine in cutting speeds, feed rate, and depth of cut publication-title: Meccanica doi: 10.1007/s11012-015-0187-z – volume: 52 start-page: 395 issue: 5 year: 2006 ident: 10.1016/j.measurement.2017.05.001_b0010 article-title: Milling of wood and wood-based materials with a computerized numerically controlled router. V: development of adaptive control grooving system corresponding to progression of tool wear publication-title: J. Wood Sci. doi: 10.1007/s10086-005-0779-7 – volume: 42 start-page: 181 year: 2008 ident: 10.1016/j.measurement.2017.05.001_b0110 article-title: Method for evaluating the influence of wood machining conditions on the objective characterization and subjective perception of a finished surface publication-title: Wood Sci. Technol. doi: 10.1007/s00226-007-0166-1 – volume: 10 start-page: 7772 issue: 4 year: 2015 ident: 10.1016/j.measurement.2017.05.001_b0145 article-title: Determination of optimal machining parameters of massive wooden edge-glued panels made of European larch (Larix Decidua Mill) using Taguchi method publication-title: BioResources doi: 10.15376/biores.10.4.7772-7781 – volume: 54 start-page: 445 year: 2011 ident: 10.1016/j.measurement.2017.05.001_b0020 article-title: Particle swarm optimization technique for determining optimal machining parameters of different work piece materials in turning operation publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-010-2958-y – volume: 57 start-page: 231 issue: 2 year: 2012 ident: 10.1016/j.measurement.2017.05.001_b0140 article-title: Effect of machining parameters on surface quality after face milling of MDF publication-title: Wood Res. – start-page: 102 year: 2009 ident: 10.1016/j.measurement.2017.05.001_b0015 – volume: 78 start-page: 120 year: 2016 ident: 10.1016/j.measurement.2017.05.001_b0065 article-title: Optimization of parameters affecting surface roughness of Co28CrMo medical material during CNC lathe machining by using the Taguchi and RSM methods publication-title: Measurement doi: 10.1016/j.measurement.2015.09.052 – volume: 70 start-page: 157 year: 2014 ident: 10.1016/j.measurement.2017.05.001_b0060 article-title: CNC micro milling properties and optimization using genetic algorithm publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-013-5248-7 – volume: 214 start-page: 386 year: 2016 ident: 10.1016/j.measurement.2017.05.001_b0075 article-title: Modeling and optimization of anaerobic codigestion of potato waste and equatic weed by response surface methodology and artificial neural network coupled genetic algorithm publication-title: Biores. Technol. doi: 10.1016/j.biortech.2016.04.068 – volume: 40 start-page: 49 year: 2009 ident: 10.1016/j.measurement.2017.05.001_b0120 article-title: Surface roughness aspects in milling MDF (medium density fiberboard) publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-007-1318-z – volume: 18 start-page: 47 year: 2012 ident: 10.1016/j.measurement.2017.05.001_b0090 article-title: Mathematical modelling of parameters effecting surface roughness via CNC routers publication-title: J. Eng. Sci. – volume: 49 start-page: 305 issue: 4 year: 2003 ident: 10.1016/j.measurement.2017.05.001_b0050 article-title: Evaluation of surface smoothness by laser displacement sensor-1: effect of wood species publication-title: J. Wood Sci. doi: 10.1007/s10086-002-0486-6 – volume: 40 start-page: 1657 year: 2015 ident: 10.1016/j.measurement.2017.05.001_b0070 article-title: Performance characteristic analysis of automated robot spray painting using Taguchi method and Gray relational analysis publication-title: Arab. J. Sci. Eng. doi: 10.1007/s13369-015-1628-7 – volume: 1–5 year: 2015 ident: 10.1016/j.measurement.2017.05.001_b0035 article-title: Adhesion strength of cellulosic varnish coated wood species as function of their surface roughness publication-title: Adv. Mater. Sci. Eng. – volume: 40 start-page: 109 year: 2015 ident: 10.1016/j.measurement.2017.05.001_b0085 article-title: Full factorial design approach to adsorption onto hydrogels publication-title: Arab. J. Sci. Eng. doi: 10.1007/s13369-014-1484-x – volume: 46 start-page: 115 year: 2012 ident: 10.1016/j.measurement.2017.05.001_b0095 article-title: Toward a process monitoring of CNC wood router. Sensor selection and surface roughness prediction publication-title: Wood Sci. Technol. doi: 10.1007/s00226-010-0378-7 – volume: 46 start-page: 129 year: 2012 ident: 10.1016/j.measurement.2017.05.001_b0030 article-title: Roughness models for sanded wood surfaces publication-title: Wood Sci. Technol. doi: 10.1007/s00226-010-0382-y – volume: 59 start-page: 857 issue: 8 year: 2002 ident: 10.1016/j.measurement.2017.05.001_b0005 article-title: Towards high cutting speed in wood milling publication-title: Ann. For. Sci. doi: 10.1051/forest:2002084 – volume: 61 start-page: 372 year: 2011 ident: 10.1016/j.measurement.2017.05.001_b0025 article-title: Improving the sanding process of Black spruce wood for surface quality and water-based coating adhesion publication-title: For. Prod. J. – volume: 46 start-page: 67 year: 1996 ident: 10.1016/j.measurement.2017.05.001_b0045 article-title: Surface roughness analysis of wood composites: a stylus method publication-title: For. Prod. J. – volume: 21 start-page: 263 issue: 1 year: 2015 ident: 10.1016/j.measurement.2017.05.001_b0160 article-title: Design of experiments based factorial design and response surface methodology for MEMS optimization publication-title: Microsyst. Technol. doi: 10.1007/s00542-014-2186-8 – start-page: 170 year: 1997 ident: 10.1016/j.measurement.2017.05.001_b0080 – volume: 6 start-page: 114 year: 1997 ident: 10.1016/j.measurement.2017.05.001_b0040 article-title: CAD-CAM systems, CNC machines and Turkish furniture industry publication-title: Mach.-Metal Technol. – volume: 445 start-page: 51 year: 2012 ident: 10.1016/j.measurement.2017.05.001_b0135 article-title: Mathematical modeling of cutting force in milling of medium density fiberboard using response surface method publication-title: Adv. Mater. Res. doi: 10.4028/www.scientific.net/AMR.445.51 – start-page: 109 year: 2011 ident: 10.1016/j.measurement.2017.05.001_b0130 article-title: Machinability evaluation of thermally modified wood using the Taguchi technique – volume: 67 start-page: 2259 year: 2013 ident: 10.1016/j.measurement.2017.05.001_b0100 article-title: Optimization of CNC routing operations of wooden furniture parts publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-012-4647-5 – start-page: 1240 year: 2011 ident: 10.1016/j.measurement.2017.05.001_b0105 article-title: The data processing system of CNC wood-working milling machine |
| SSID | ssj0006396 |
| Score | 2.32161 |
| Snippet | [Display omitted]
•The effects of CNC processing parameters on the surface quality in wood materials were determined.•Laser based robotic system was used for... Objective of this study is to determine the parameters such as spindle speed, feed rate and wood material on surface quality. Medium density fiberboard (MDF),... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 12 |
| SubjectTerms | Beech CNC Feed rate Fiberboard Laser applications Laser measurement Lasers Measurement Numerical controls Parameters Styli Surface properties Surface quality Surface roughness Wood processing |
| Title | Effect of CNC application parameters on wooden surface quality |
| URI | https://dx.doi.org/10.1016/j.measurement.2017.05.001 https://www.proquest.com/docview/2061519183 |
| Volume | 107 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Baden-Württemberg Complete Freedom Collection (Elsevier) customDbUrl: eissn: 1873-412X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0006396 issn: 0263-2241 databaseCode: GBLVA dateStart: 20110101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Complete Freedom Collection (subscription) customDbUrl: eissn: 1873-412X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0006396 issn: 0263-2241 databaseCode: ACRLP dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals [SCFCJ] customDbUrl: eissn: 1873-412X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0006396 issn: 0263-2241 databaseCode: AIKHN dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: Science Direct customDbUrl: eissn: 1873-412X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0006396 issn: 0263-2241 databaseCode: .~1 dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVLSH databaseName: Elsevier Journals customDbUrl: mediaType: online eissn: 1873-412X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0006396 issn: 0263-2241 databaseCode: AKRWK dateStart: 19830101 isFulltext: true providerName: Library Specific Holdings |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1BS8MwFH4MRdGD6FSczhHBa93apukCIozimIq76GC3kiYpTFw33Dx48bf73tq6KR4GHtMmpbwk33tJvnwP4FLh_A-UwGWq9FKHp4Y7iZfgxAvSlmlLZaylheJjX_QG_H4YDCsQlXdhiFZZYH-O6Qu0Lp40C2s2p6NR86lFUuPogNyQzt4kXfjlPKQsBlefS5oHemCR77P4DtXehoslx2u83Icjllcu4lnkh_nDR_1C64UL6u7DXhE7sk7-ewdQsVkVdlcUBauwtWB06tkh3OS6xGySsqgfsZWDakZy32OiwcwYloh0YzOGf5gqbVl-y_LjCAbd2-eo5xTJEhztczl3klSZthGhDiR6o8Ro1w8T40mFS6I2BQ0qMFpz13raR7AVvvGNCSRXnCus7PnHsJFNMnsCTAiNcYkKlWhZ7L0gSV2pXF-T-JsIvaQG7dI8sS6UxCmhxWtcUsZe4hXLxmTZuBUQfa4G3nfTaS6nsU6j67IP4h9jI0bYX6d5vey3uJigM3xPoZxEQDv939fPYIdKOe2sDhvzt3d7jnHKPGksBmIDNjt3D73-F8ZG6cg |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8QwEB584OsgPvFtBK91t22SNiCCLMqqu3txF7yFNElB0VXc9eDF3-7MtnVX8SB4bJOUMkm-mUm-fAE4Njj_hZGYpqooD3jueJBFGU48kdddqozznhLFdkc2e_z6TtxNQaM6C0O0yhL7C0wfoXX5plZas_Zyf1-7rZPUODqgMKG9N5VOwywXUUIZ2MnHmOeBLlgWCy1xQNXn4WhM8noaL8QRzatQ8SwviPnFSf2A65EPulyB5TJ4ZOfF_63ClO-vwdKEpOAazI0onXawDmeFMDF7zlmj02ATO9WM9L6fiAczYPhErBvfZ_iHubGeFccs3zegd3nRbTSD8raEwMZcDYMsNy51MrFCoTvKnA3jJHORMpgTpRQ1GOGs5aGPbIxoK2MXOycUN5wbrBzFmzDTf-77LWBSWgxMTGJk3WP3iSwPlQljS-pvMomybUgr82hbSonTjRaPuuKMPegJy2qyrK4L4s9tQ_TV9KXQ0_hLo9OqD_S3waER9__SfK_qN13O0AGWUyynENF2_vf1Q1hodtst3brq3OzCIpUUHLQ9mBm-vvl9DFqG2cFoUH4CPBvrXQ |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Effect+of+CNC+application+parameters+on+wooden+surface+quality&rft.jtitle=Measurement+%3A+journal+of+the+International+Measurement+Confederation&rft.au=Koc%2C+K%C3%BCc%C3%BCk+H%C3%BCseyin&rft.au=Erdinler%2C+Emine+Seda&rft.au=Hazir%2C+Ender&rft.au=%C3%96zt%C3%BCrk%2C+Emel&rft.date=2017-09-01&rft.pub=Elsevier+Ltd&rft.issn=0263-2241&rft.eissn=1873-412X&rft.volume=107&rft.spage=12&rft.epage=18&rft_id=info:doi/10.1016%2Fj.measurement.2017.05.001&rft.externalDocID=S0263224117302798 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0263-2241&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0263-2241&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0263-2241&client=summon |