Computational Intelligence Methods for Green Technology and Sustainable Development: Proceedings of the International Conference GTSD2022 PDF
Preview Computational Intelligence Methods for Green Technology and Sustainable Development: Proceedings of the International Conference GTSD2022
Lecture Notes in Networks and Systems 567 Yo-Ping Huang · Wen-June Wang · Hoang An Quoc · Hieu-Giang Le · Hoai-Nam Quach Editors Computational Intelligence Methods for Green Technology and Sustainable Development Proceedings of the International Conference GTSD2022 Lecture Notes in Networks and Systems Volume 567 SeriesEditor JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences, Warsaw,Poland AdvisoryEditors FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA, SchoolofElectricalandComputerEngineering—FEEC,Universityof Campinas—UNICAMP,SãoPaulo,Brazil OkyayKaynak,DepartmentofElectricalandElectronicEngineering, BogaziciUniversity,Istanbul,Turkey DerongLiu,DepartmentofElectricalandComputerEngineering,Universityof IllinoisatChicago,Chicago,USA InstituteofAutomation,ChineseAcademyofSciences,Beijing,China WitoldPedrycz,DepartmentofElectricalandComputerEngineering,Universityof Alberta,Alberta,Canada SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland MariosM.Polycarpou,DepartmentofElectricalandComputerEngineering, KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus, Nicosia,Cyprus ImreJ.Rudas,ÓbudaUniversity,Budapest,Hungary JunWang,DepartmentofComputerScience,CityUniversityofHongKong, Kowloon,HongKong The series “Lecture Notes in Networks and Systems” publishes the latest developmentsinNetworksandSystems—quickly,informallyandwithhighquality. Originalresearchreportedinproceedingsandpost-proceedingsrepresentsthecore ofLNNS. VolumespublishedinLNNSembraceallaspectsandsubfieldsof,aswellasnew challengesin,NetworksandSystems. The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics, Social Systems, Economic Systems and other. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid disseminationofresearchoutput. 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ForproposalsfromAsiapleasecontactAnindaBose([email protected]). · · Yo-Ping Huang Wen-June Wang · · Hoang An Quoc Hieu-Giang Le Hoai-Nam Quach Editors Computational Intelligence Methods for Green Technology and Sustainable Development Proceedings of the International Conference GTSD2022 Editors Yo-PingHuang Wen-JuneWang NationalPenghuUniversityofScience DepartmentofElectricalEngineering andTechnology NationalCentralUniversity MagongCity,Taiwan Zhongli,Taiwan HoangAnQuoc Hieu-GiangLe HCMCUniversityofTechnology HCMCUniversityofTechnology andEducation andEducation HoChiMinhCity,Vietnam HoChiMinhCity,Vietnam Hoai-NamQuach NhaTrangUniversity NhaTrangCity,Vietnam ISSN 2367-3370 ISSN 2367-3389 (electronic) LectureNotesinNetworksandSystems ISBN 978-3-031-19693-5 ISBN 978-3-031-19694-2 (eBook) https://doi.org/10.1007/978-3-031-19694-2 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This book contains the scientific contributions included in the program of The 6th International Conference on Green Technology and Sustainable Development (GTSD2022),whichwasorganizedonJuly29–30,2022inNhaTrangUniversity, KhanhHoaProvince,Vietnam.TheGTSDInternationalConferenceseriesisapres- tigiousbi-annualeventcreatedtoprovideaninternationalscientificresearchforum in technologies and applications in the field of Green Technology and Sustainable Development in the Industrial Revolution 4.0. The areas of GTSD include but not limitedtoenergyengineering,environmentalengineering,education,digitaltrans- formation, new materials and solutions for sustainable development, advances in computationalintelligenceandtheirapplicationstotherealworld,andsoon. The conference is structurally organized in order to promote the active partic- ipation of all attendees and presenters, via plenary presentation sessions, keynote addresses, interactive workshops, and panel discussion, to find out how to further contribute to and solve various problems in life and manufacture. The aim was to furtherincreasethebodyofknowledgeinthisspecificareabyprovidingaforumto exchangeideasanddiscussresults. The program committee members of GTSD2022 come from various countries, and the 269 selected papers (out of more than 450 submitted papers) are from 27 countriesfrom5continents.Thiscertainlyatteststothewidespreadandinternational importance of the theme of the conference. Each paper was carefully reviewed on thebasisoforiginality,novelty,andrigorousness.Afterthereviews,58paperswere acceptedforpresentationandpublishedintheconferenceproceedingsbySpringer. We would like to take this opportunity to express our deep appreciation to all authors,participants,keynotespeakers,programcommitteemembers,sessionchairs, v vi Preface organizingcommitteemembers,steeringcommitteemembers,aswellastheorga- nizers in their great efforts and contributions to make the GTSD2022 successful, surgingtheglobalcareaboutgreentechnologyresearchforsustainabledevelopment. MagongCity,Taiwan Yo-PingHuang Zhongli,Taiwan Wen-JuneWang HoChiMinhCity,Vietnam HoangAnQuoc HoChiMinhCity,Vietnam Hieu-GiangLe NhaTrangCity,Vietnam Hoai-NamQuach Contents ANovelLeast-SquaresPolygonalFiniteElementLevelSetMethod .... 1 Ba-DinhNguyen-Tran,SonH.Nguyen,andDuc-HuynhPhan AnImageEnhancementMethodforAutonomousVehiclesDriving inPoorVisibilityCircumstances .................................... 13 Minh-ThienDuong, Thanh-DanhPhan, Nghe-NhanTruong, ManhCuongLe,Truong-DongDo,Van-BinhNguyen,andMy-HaLe HorizontalCoaxialDual-StageWindTurbinewithIndependent Rotation .......................................................... 26 NguyenTheBao,NgoVanMinh,andNgoGiaHuy Auxetic Structure Design with Virtual Element Method (VEM)-BasedTopologyOptimization ............................... 36 T.M.Tran,T.N.Nguyen,N.M.Nguyen,C.V.Ngo,andQ.H.Nguyen AComparisonofFeatureConstructionMethodsintheContext ofSupervisedFeatureElectionforClassification ..................... 48 DucDuyNguyen,ChristophLohrmann,andPasiLuukka Mechanical Property and Thermal Conductivity of Gallium SelenideMonolayerwithVariousCentredObliqueLineDefects ....... 60 Thi-Bao-TienTran,Te-HuaFang,andDinh-QuanDoan VoidGrowthBasedDamageModelfortheAnisotropicMaterial ....... 70 HaoH.Nguyen An Efficient Size-Dependent Computational Approach forFunctionallyGradedPorousSandwich MicroplatesBased onModifiedCoupleStressTheory .................................. 82 Van-ThienTran,Trung-KienNguyen,andVan-HauNguyen StaticAnalysisofLaminatedCompositePlateswithStiffeners UsingCS-MITC3+Elements ....................................... 97 ThanhChau-Dinh,NghiTran-Dang,andBinhLe-Phuong vii viii Contents MachineLearninginClassificationofParkinson’sDiseaseUsing ElectroencephalogramwithSimon’sConflict ......................... 110 Thi-Nhu-QuynhNguyen,Hoang-Thuy-TienVo,HuyAnhNguyen, andTuanVanHuynh PredictionofInitialCrackPropagationDirectionofDissimilar FrictionStirWeldedT-Joint ........................................ 123 HaoDinhDuong, TraHungTran, Xuan-PhuongDang, NamHoaiQuach, DacDungTruong, NhuHuynhDo, andMasakazuOkazaki PairsTradingSelectionUsingNondominatedSortingGenetic Algorithm(NSGA-II) .............................................. 133 Thi-Thu-ThuyNguyen,Po-ChangKo,Ping-ChenLi,Ming-HungShu, Yuh-ShiuanWu,Min-ZhiLi,andWen-HsienChen FusionofSegmentationandClassificationforImprovingSkin DiseaseDiagnosis .................................................. 144 Van-DungHoang,Xuan-ThuyVo,Khac-AnhPhu,andKang-HyunJo A Survey of the Classification of Emotions Using Electroencephalography Signals by Branch Convolutional NeuralNetwork ................................................... 155 VietQuocHuynhandTuanVanHuynh MultivariateAdaptiveRegressionSplinesforStabilityNumber ofUnsupportedConicalSlopesinAnisotropicandHeterogeneous Clays ............................................................. 167 VanQuiLai, ChanachaiThongchom, SuraparbKeawsawasvong, andChungNguyenVan AnalysisofTwo-DimensionalHeatConductioninAnisotropic ProblembyScaledBoundaryFiniteElementMethod ................. 178 ChungNguyenVan, ChanachaiThongchom, SuraparbKeawsawasvong,andVanQuiLai UndrainedBearingCapacityofCircularFootingAboveSpherical Cavity ............................................................ 190 SuraparbKeawsawasvong, VanQuiLai, ChanachaiThongchom, andChungNguyenVan FlexuralPerformanceofTimberBeamsReinforcedwithGlass FiberReinforcedPolymerRods ..................................... 201 ChanachaiThongchom, ChungNguyenVan, VanQuiLai, SuraparbKeawsawasvong,andAmarasMathuros Contents ix NumericalInvestigationontheDamageExtentsofPlatesDue toRepeatedSlammingLoads ....................................... 210 DacDungTruong, VanVuHuynh, QuachHoaiNam, Xuan-PhuongDang, TraHungTran, HaoDinhDuong, andNguyenAnhVuLe StaticAnalysisforPerforatedThinFunctionalGradedPlateUsing ComputationalHomogenizationMethodandHCT-Element ........... 221 PhuongH.Nguyen,CanhV.Le,andPhucL.H.Ho KinematicShakedownAnalysisofStructuresUsingtheStabilized IntegratedRadialBasisFunction-BasedMesh-FreeMethod ........... 233 PhucL.H.Ho,CanhV.Le,andPhuongH.Nguyen Development of Modal Strain Energy Method for Structural DamageDetectioninPlates ......................................... 245 Thanh-CaoLe,Minh-NhanPham,Chi-ThienNguyen,andDuc-DuyHo Design and Optimization of a 2-DOF Compliant Mechanism forVibration-AssistedMilling ...................................... 257 Khac-HuyNguyen, Huy-TuanPham, Van-KhienNguyen, Quang-KhoaDang,DuongThiVanAnh,andThanh-CongPham DesignandModelingCameraCableRobot .......................... 271 HoangTranXuan, ThoTuongPhuoc, ChienDoManh, andNghiaVoLuongNhon Numerical Investigation on Critical Temperature of Steel I-BeamsUnderNon-uniformHeatingCondition—Comparison withEurocode3 ................................................... 282 XuanTungNguyen, ThacQuangNguyen, XuanBaHo, HuyQ.Nguyen,andTriN.M.Nguyen AProbability-BasedArtificialPotentialFieldforAutonomous VehiclesinAvoidingUncertainObstacles ............................ 291 PhanMinhTamandHoPhamHuyAnh ANewDockingMethodforAutonomousUnderwater Vehicle UsingHybridLyapunov-SlidingModeControl ....................... 301 NgoAnThuyenandHoPhamHuyAnh LMI-BasedRobustVoltageRegulationofaSingle-PhaseInverter withLC-FilteredOutput ........................................... 314 ChivonChoeung,HengTang,PanhaSoth,VichetHuy,andSarotSrang DeYOLOv3:AnOptimalMassDetectorforAdvancedBreast CancerDiagnostics ................................................ 325 HoangDucQuy,NguyenNgocSon,andHoPhamHuyAnh
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