Control of the Electric Load Simulator Using Fuzzy Multiresolution Wavelet Neural Network with Dynamic Compensation
A fuzzy multiresolution wavelet neural network (FMWNN) controller with dynamic compensation (DC) is proposed to address the complexities of the electric load simulator (ELS). The FMWNN acts as a main torque tracking controller, which takes full advantage of the merits of an ideal sliding mode, fuzzy...
Saved in:
| Published in | Shock and vibration Vol. 2016; no. 2016; pp. 1 - 10 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Cairo, Egypt
Hindawi Publishing Corporation
01.01.2016
John Wiley & Sons, Inc Hindawi Limited |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | A fuzzy multiresolution wavelet neural network (FMWNN) controller with dynamic compensation (DC) is proposed to address the complexities of the electric load simulator (ELS). The FMWNN acts as a main torque tracking controller, which takes full advantage of the merits of an ideal sliding mode, fuzzy rules, and multiresolution WNN. The fuzzy algorithm is used to dynamically adjust the weights of the WNN and effectively accelerate the convergence rate. In addition, the DC controller is designed to greatly decrease the effect of the approximation error and guarantee the system stability in the sense of the Lyapunov theory. Finally, the proposed algorithms are carried out on the semiphysical simulation platform, the precision and superiority of which are comparatively verified based on the simulation results. |
|---|---|
| AbstractList | A fuzzy multiresolution wavelet neural network (FMWNN) controller with dynamic compensation (DC) is proposed to address the complexities of the electric load simulator (ELS). The FMWNN acts as a main torque tracking controller, which takes full advantage of the merits of an ideal sliding mode, fuzzy rules, and multiresolution WNN. The fuzzy algorithm is used to dynamically adjust the weights of the WNN and effectively accelerate the convergence rate. In addition, the DC controller is designed to greatly decrease the effect of the approximation error and guarantee the system stability in the sense of the Lyapunov theory. Finally, the proposed algorithms are carried out on the semiphysical simulation platform, the precision and superiority of which are comparatively verified based on the simulation results. |
| Audience | Academic |
| Author | Liu, Rongzhong Gao, Qiang Wang, Chao Hou, Runmin Hou, Yuan-long |
| Author_xml | – sequence: 1 fullname: Gao, Qiang – sequence: 2 fullname: Liu, Rongzhong – sequence: 3 fullname: Hou, Yuan-long – sequence: 4 fullname: Wang, Chao – sequence: 5 fullname: Hou, Runmin |
| BookMark | eNqFkctv1DAQxiNUJNrCjTOyxAUJ0vqR-HGslhYqLXCAimPkOONdL954azustn89XlKBxAX5MNboN988vrPqZAwjVNVLgi8IadtLigm_ZK1oKGmeVKdEirZWFLOT8scC14pT-qw6S2mDMW4Zb06rtAhjjsGjYFFeA7r2YHJ0Bi2DHtBXt528ziGiu-TGFbqZHh4O6NPks4uQgp-yCyP6rn-Ch4w-wxS1LyHvQ_yB9i6v0fvDqLdFbhG2OxiTPhY8r55a7RO8eIzn1d3N9bfFx3r55cPt4mpZm0bJXAvFW8B6oLTnWHJqeG8oIZqrXgLwBkshhBG0JyUrLRiuZMu5ZIOVVghg59XtrDsEvel20W11PHRBu-53IsRVp2N2xkMnOes1U6pnYBo2iJ5hWzr2gLG0FjdF682stYvhfoKUu61LBrzXI4QpdUSUCbFQChf09T_oJkxxLJsWimMqmoYcqYuZWunS34025KhNeQOUexVfrSv5q5YUm4r4cYJ3c4GJIaUI9s9GBHdH-7uj_d2j_QV_O-NrNw567_5Hv5ppKAxY_ZcmRGHasl_o5bnp |
| CitedBy_id | crossref_primary_10_1115_1_4039663 crossref_primary_10_1177_0142331216670486 crossref_primary_10_3390_machines10100842 crossref_primary_10_1061_JAEEEZ_ASENG_5407 crossref_primary_10_2174_2352096516666230505111206 |
| Cites_doi | 10.1016/j.neucom.2014.01.038 10.1016/s1000-9361(09)60275-2 10.1109/TSMC.1985.6313399 10.1016/j.ijnonlinmec.2009.08.009 10.1016/j.eswa.2011.08.052 10.1016/j.cja.2013.02.026 10.1016/j.cja.2013.04.001 10.1016/j.asoc.2012.11.029 10.1109/72.80202 10.1016/j.neucom.2013.03.001 10.1109/78.388860 10.1080/0020772031000081982 10.1016/j.engappai.2012.03.018 10.1016/j.asoc.2014.02.027 10.1002/aic.690390108 10.1016/s1000-9361(11)60201-x 10.1016/j.isatra.2013.01.004 10.1016/j.mechatronics.2013.11.005 10.1016/j.eswa.2006.10.002 10.1016/j.cnsns.2010.12.011 10.1002/asjc.881 10.1016/j.engappai.2012.05.003 10.1002/asjc.986 10.1002/asjc.824 10.3724/sp.j.1004.2010.00573 10.1016/j.neucom.2011.10.035 10.1016/j.neunet.2012.03.005 10.1016/S1000-9361(11)60467-6 10.1002/asjc.945 10.1109/72.165591 10.1109/91.481843 10.1016/j.neucom.2013.03.065 10.1007/s12206-012-0879-4 10.1016/j.eswa.2012.02.172 10.1002/asjc.989 |
| ContentType | Journal Article |
| Copyright | Copyright © 2016 Chao Wang et al. COPYRIGHT 2016 John Wiley & Sons, Inc. Copyright © 2016 Chao Wang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
| Copyright_xml | – notice: Copyright © 2016 Chao Wang et al. – notice: COPYRIGHT 2016 John Wiley & Sons, Inc. – notice: Copyright © 2016 Chao Wang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
| DBID | ADJCN AHFXO RHU RHW RHX AAYXX CITATION 7TB 8FD 8FE 8FG ABJCF ABUWG AFKRA AZQEC BENPR BGLVJ CCPQU DWQXO FR3 HCIFZ KR7 L6V M7S PIMPY PQEST PQQKQ PQUKI PRINS PTHSS DOA |
| DOI | 10.1155/2016/3574214 |
| DatabaseName | الدوريات العلمية والإحصائية - e-Marefa Academic and Statistical Periodicals معرفة - المحتوى العربي الأكاديمي المتكامل - e-Marefa Academic Complete Hindawi Publishing Complete Hindawi Publishing Subscription Journals Hindawi Publishing CrossRef Mechanical & Transportation Engineering Abstracts Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials AUTh Library subscriptions: ProQuest Central Technology Collection ProQuest One Community College ProQuest Central Engineering Research Database SciTech Premium Collection (Proquest) (PQ_SDU_P3) Civil Engineering Abstracts ProQuest Engineering Collection Engineering Database Publicly Available Content Database ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Engineering Collection DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef Publicly Available Content Database Civil Engineering Abstracts Engineering Database Technology Collection Technology Research Database Mechanical & Transportation Engineering Abstracts ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central ProQuest Engineering Collection ProQuest One Academic UKI Edition ProQuest Central Korea Materials Science & Engineering Collection Engineering Research Database ProQuest One Academic Engineering Collection |
| DatabaseTitleList | Civil Engineering Abstracts CrossRef Publicly Available Content Database |
| Database_xml | – sequence: 1 dbid: RHX name: Hindawi Publishing Open Access Journals url: http://www.hindawi.com/journals/ sourceTypes: Publisher – sequence: 2 dbid: DOA name: Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 3 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Physics |
| EISSN | 1875-9203 |
| Editor | Silberschmidt, Vadim V. |
| Editor_xml | – sequence: 1 givenname: Vadim V. surname: Silberschmidt fullname: Silberschmidt, Vadim V. |
| EndPage | 10 |
| ExternalDocumentID | oai_doaj_org_article_863ba399b3ec43d7b30f62cbe008ff04 3933851211 A513641784 10_1155_2016_3574214 1119025 |
| GroupedDBID | 0R~ 123 24P 4.4 5VS 8FE 8FG AAFNC AAFWJ AAJEY ABDBF ABJCF ABJNI ABUBZ ACGFS ACIWK ACPQW ADBBV ADJCN ADZMO AENEX AFKRA AFPKN AFRHK AGIAB AHFXO ALMA_UNASSIGNED_HOLDINGS BCNDV BENPR BGLVJ CAG CCPQU COF DU5 EAD EAP EBS EJD EMK EPL EST ESX FEDTE FRP GROUPED_DOAJ H13 HCIFZ HZ~ I-F IAO IL9 IOS IPNFZ ITC KQ8 L6V M7S MET MIO O9- OK1 PIMPY PROAC PTHSS RHX RIG TUS ~02 RHU RHW AAYXX CITATION 7TB 8FD ABUWG AZQEC DWQXO FR3 KR7 PQEST PQQKQ PQUKI PRINS |
| ID | FETCH-LOGICAL-c498t-7965e0ad22b60862c6bc211a69b8ee6408777c72b12118fec69856683df8f77e3 |
| IEDL.DBID | BENPR |
| ISSN | 1070-9622 |
| IngestDate | Mon Nov 04 19:56:17 EST 2024 Fri Oct 25 05:17:39 EDT 2024 Thu Oct 10 14:46:10 EDT 2024 Tue Oct 15 04:48:35 EDT 2024 Fri Aug 23 01:16:20 EDT 2024 Sun Jun 02 18:54:33 EDT 2024 Wed Nov 06 05:55:52 EST 2024 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2016 |
| Language | English |
| License | This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c498t-7965e0ad22b60862c6bc211a69b8ee6408777c72b12118fec69856683df8f77e3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| OpenAccessLink | https://www.proquest.com/docview/1760274410?pq-origsite=%requestingapplication% |
| PQID | 1760274410 |
| PQPubID | 2037353 |
| PageCount | 10 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_863ba399b3ec43d7b30f62cbe008ff04 proquest_miscellaneous_1786207990 proquest_journals_1760274410 gale_infotracacademiconefile_A513641784 crossref_primary_10_1155_2016_3574214 hindawi_primary_10_1155_2016_3574214 emarefa_primary_1119025 |
| PublicationCentury | 2000 |
| PublicationDate | 2016-01-01 |
| PublicationDateYYYYMMDD | 2016-01-01 |
| PublicationDate_xml | – month: 01 year: 2016 text: 2016-01-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | Cairo, Egypt |
| PublicationPlace_xml | – name: Cairo, Egypt – name: Cairo |
| PublicationTitle | Shock and vibration |
| PublicationYear | 2016 |
| Publisher | Hindawi Publishing Corporation John Wiley & Sons, Inc Hindawi Limited |
| Publisher_xml | – name: Hindawi Publishing Corporation – name: John Wiley & Sons, Inc – name: Hindawi Limited |
| References | (5) 2012; 25 (6) 2012; 39 (20) 1995; 43 Wang L. X. Adaptive Fuzzy Systems and Control: Design and Stability Analysis 1994 Englewood Cliffs, NJ, USA Prentice-Hall (32) 2015; 17 (17) 2014; 135 (1) 2004; 17 (18) 2013; 13 (8) 2015; 17 (29) 2012; 39 (31) 2015; 17 (34) 2014; 21 (24) 2014; 138 (33) 2012; 25 (10) 2015; 17 (3) 2010; 23 (2) 2013; 26 (26) 2013; 52 Slotine J. J. E. Li W. P. Applied Nonlinear Control 1991 Englewood Cliffs, NJ, USA Prentice-Hall (21) 1993; 39 (15) 2012; 31 (40) 1996; 4 (19) 1992; 3 (25) 2011; 16 (23) 2010; 45 (28) 2014; 16 (35) 2012; 26 (38) 2012; 96 (14) 2008; 34 (30) 2010; 36 (37) 1985; 15 (22) 2002; 33 (4) 2013; 26 (9) 2009; 21 (13) 1990; 1 (16) 2013; 26 Guo B. The System Research of Electric Load Simulator Control 2012 Harbin, China Harbin Institute of Technology (12) 2002; 23 (27) 2013; 118 (7) 2014; 24 22 23 24 25 26 27 28 29 (36) 1991 (11) 2012 (38) 1994 30 31 10 32 33 34 13 35 14 15 37 16 17 39 18 19 1 2 3 4 5 6 7 8 40 20 21 |
| References_xml | – volume: 138 start-page: 260 year: 2014 end-page: 270 ident: 24 article-title: Adaptive Neuro-Fuzzy Inference System based speed controller for brushless DC motor publication-title: – volume: 1 start-page: 4 issue: 1 year: 1990 end-page: 27 ident: 13 article-title: Identification and control of dynamical systems using neural networks publication-title: – volume: 15 start-page: 116 issue: 1 year: 1985 end-page: 132 ident: 37 article-title: Fuzzy identification of systems and its applications to modeling and control publication-title: – volume: 96 start-page: 12 issue: 1 year: 2012 end-page: 18 ident: 38 article-title: A method of multivariable Hermite basis function approximation publication-title: – volume: 26 start-page: 814 issue: 3 year: 2013 end-page: 822 ident: 4 article-title: Friction compensation for low velocity control of hydraulic flight motion simulator: a simple adaptive robust approach publication-title: – volume: 21 start-page: 509 issue: 2 year: 2014 end-page: 532 ident: 34 article-title: Adaptive hybrid control system using a recurrent RBFN-based self-evolving fuzzy-neural-network for PMSM servo drives publication-title: – volume: 39 start-page: 10269 issue: 11 year: 2012 end-page: 10277 ident: 6 article-title: Adaptive fuzzy sliding mode control for electro-hydraulic servo mechanism publication-title: – volume: 26 start-page: 281 issue: 1 year: 2013 end-page: 292 ident: 16 article-title: Dynamic neural networks with hybrid structures for nonlinear system identification publication-title: – volume: 31 start-page: 81 year: 2012 end-page: 87 ident: 15 article-title: Decentralized neural identifier and control for nonlinear systems based on extended Kalman filter publication-title: – volume: 3 start-page: 889 issue: 6 year: 1992 end-page: 898 ident: 19 article-title: Wavelet networks publication-title: – volume: 24 start-page: 32 issue: 1 year: 2014 end-page: 40 ident: 7 article-title: Nonlinear adaptive torque control of electro-hydraulic load system with external active motion disturbance publication-title: – volume: 118 start-page: 157 issue: 2 year: 2013 end-page: 170 ident: 27 article-title: Full-adaptive THEN-part equipped fuzzy wavelet neural controller design of FACTS devices to suppress inter-area oscillations publication-title: – volume: 23 start-page: 720 issue: 2 year: 2010 end-page: 733 ident: 3 article-title: Adaptive nonlinear optimal compensation control for electro-hydraulic load simulator publication-title: – volume: 33 start-page: 1217 issue: 15 year: 2002 end-page: 1228 ident: 22 article-title: Identification of time-varying systems using multiresolution wavelet models publication-title: – volume: 23 start-page: 525 issue: 6 year: 2002 end-page: 529 ident: 12 article-title: Motor-driven load system based on neural networks publication-title: – volume: 26 start-page: 4141 issue: 12 year: 2012 end-page: 4148 ident: 35 article-title: A novel active disturbance rejection-based control strategy for a gun control system publication-title: – volume: 135 start-page: 79 year: 2014 end-page: 85 ident: 17 article-title: An adaptive PID neural network for complex nonlinear system control publication-title: – volume: 36 start-page: 573 issue: 4 year: 2010 end-page: 579 ident: 30 article-title: Adaptive fuzzy control for unknown nonlinear systems with perturbed dead-zone inputs publication-title: – volume: 16 start-page: 1839 issue: 6 year: 2014 end-page: 1848 ident: 28 article-title: A discrete-time global quasi-sliding mode control scheme with bounded external disturbance rejection publication-title: – volume: 17 start-page: 234 issue: 1 year: 2015 end-page: 245 ident: 10 article-title: Intelligent adaptive trajectory tracking control for an autonomous small-scale helicopter using fuzzy basis function networks publication-title: – volume: 17 start-page: 443 issue: 2 year: 2015 end-page: 458 ident: 31 article-title: Control of 3D tower crane based on tensor product model transformation with neural friction compensation publication-title: – volume: 21 start-page: 3596 issue: 12 year: 2009 end-page: 3598 ident: 9 article-title: Design and model-building of motor-driven load simulator with large torque outputs publication-title: – volume: 17 start-page: 977 issue: 3 year: 2015 end-page: 993 ident: 8 article-title: Intelligent adaptive motion control using fuzzy basis function networks for electric unicycle publication-title: – volume: 16 start-page: 3385 issue: 8 year: 2011 end-page: 3396 ident: 25 article-title: New fuzzy wavelet network for modeling and control: the modeling approach publication-title: – volume: 25 start-page: 954 issue: 6 year: 2012 end-page: 962 ident: 5 article-title: Robust control for static loading of electro-hydraulic load simulator with friction compensation publication-title: – volume: 39 start-page: 1545 issue: 1 year: 2012 end-page: 1554 ident: 29 article-title: Design of an enhanced adaptive self-organizing fuzzy sliding-mode controller for robotic systems publication-title: – volume: 25 start-page: 1043 issue: 5 year: 2012 end-page: 1052 ident: 33 article-title: Support vector regression based friction modeling and compensation in motion control system publication-title: – volume: 45 start-page: 21 issue: 1 year: 2010 end-page: 34 ident: 23 article-title: Identification of time-varying hysteretic structures using wavelet multiresolution analysis publication-title: – volume: 17 start-page: 1267 issue: 4 year: 2015 end-page: 1273 ident: 32 article-title: 4-channel sliding mode vontrol of teleoperation systems with disturbances publication-title: – volume: 4 start-page: 32 issue: 1 year: 1996 end-page: 43 ident: 40 article-title: H∞ tracking design of uncertain nonlinear SISO systems: adaptive fuzzy approach publication-title: – volume: 43 start-page: 1485 issue: 6 year: 1995 end-page: 1497 ident: 20 article-title: Wavelet neural networks for function learning publication-title: – volume: 39 start-page: 57 issue: 1 year: 1993 end-page: 81 ident: 21 article-title: Wave-net: a multiresolution, hierarchical neural network with localized learning publication-title: – volume: 17 start-page: 39 issue: 1 year: 2004 end-page: 46 ident: 1 article-title: The velocity synchronizing control on the electro-hydraulic load simulator publication-title: – volume: 26 start-page: 470 issue: 2 year: 2013 end-page: 480 ident: 2 article-title: Matching design of hydraulic load simulator with aerocraft actuator publication-title: – volume: 34 start-page: 657 issue: 1 year: 2008 end-page: 664 ident: 14 article-title: A neuro-fuzzy controller for speed control of a permanent magnet synchronous motor drive publication-title: – volume: 13 start-page: 2569 issue: 5 year: 2013 end-page: 2576 ident: 18 article-title: Adaptive PI Hermite neural control for MIMO uncertain nonlinear systems publication-title: – volume: 52 start-page: 342 issue: 3 year: 2013 end-page: 350 ident: 26 article-title: Design of adaptive fuzzy wavelet neural sliding mode controller for uncertain nonlinear systems publication-title: – ident: 24 doi: 10.1016/j.neucom.2014.01.038 – ident: 3 doi: 10.1016/s1000-9361(09)60275-2 – year: 1991 ident: 36 – ident: 40 doi: 10.1109/TSMC.1985.6313399 – ident: 23 doi: 10.1016/j.ijnonlinmec.2009.08.009 – ident: 29 doi: 10.1016/j.eswa.2011.08.052 – ident: 2 doi: 10.1016/j.cja.2013.02.026 – ident: 4 doi: 10.1016/j.cja.2013.04.001 – year: 1994 ident: 38 – ident: 18 doi: 10.1016/j.asoc.2012.11.029 – ident: 13 doi: 10.1109/72.80202 – ident: 27 doi: 10.1016/j.neucom.2013.03.001 – ident: 20 doi: 10.1109/78.388860 – ident: 22 doi: 10.1080/0020772031000081982 – ident: 33 doi: 10.1016/j.engappai.2012.03.018 – ident: 34 doi: 10.1016/j.asoc.2014.02.027 – year: 2012 ident: 11 – ident: 21 doi: 10.1002/aic.690390108 – ident: 1 doi: 10.1016/s1000-9361(11)60201-x – ident: 26 doi: 10.1016/j.isatra.2013.01.004 – ident: 7 doi: 10.1016/j.mechatronics.2013.11.005 – volume: 21 start-page: 3596 issue: 12 year: 2009 ident: 9 publication-title: Journal of System Simulation – ident: 14 doi: 10.1016/j.eswa.2006.10.002 – ident: 25 doi: 10.1016/j.cnsns.2010.12.011 – ident: 10 doi: 10.1002/asjc.881 – ident: 16 doi: 10.1016/j.engappai.2012.05.003 – ident: 31 doi: 10.1002/asjc.986 – ident: 28 doi: 10.1002/asjc.824 – ident: 30 doi: 10.3724/sp.j.1004.2010.00573 – ident: 37 doi: 10.1016/j.neucom.2011.10.035 – ident: 15 doi: 10.1016/j.neunet.2012.03.005 – ident: 5 doi: 10.1016/S1000-9361(11)60467-6 – ident: 8 doi: 10.1002/asjc.945 – ident: 19 doi: 10.1109/72.165591 – ident: 39 doi: 10.1109/91.481843 – volume: 23 start-page: 525 issue: 6 year: 2002 ident: 12 publication-title: Acta Aeronautica et Astronautica Sinica – ident: 17 doi: 10.1016/j.neucom.2013.03.065 – ident: 35 doi: 10.1007/s12206-012-0879-4 – ident: 6 doi: 10.1016/j.eswa.2012.02.172 – ident: 32 doi: 10.1002/asjc.989 |
| SSID | ssj0005364 |
| Score | 2.132026 |
| Snippet | A fuzzy multiresolution wavelet neural network (FMWNN) controller with dynamic compensation (DC) is proposed to address the complexities of the electric load... |
| SourceID | doaj proquest gale crossref hindawi emarefa |
| SourceType | Open Website Aggregation Database Publisher |
| StartPage | 1 |
| SubjectTerms | Algorithms Compensation Computer simulation Control algorithms Control systems Controllers Fault tolerance Firearm laws & regulations Fuzzy Fuzzy logic Guarantees Loads (forces) Neural networks Systems stability |
| SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwELZQpUpwQFBegYKMVMQpah5-5VhKVxVCvUBFb5Y9scUe2FS7WSH665lxnKWIQy8ck1jxY2bs-ezxN4wd9TTjOYCyiSBLEQWUToIpex1di-YEFaQA2Qt1fik-XcmrW6m-KCZsogeeBu7YqNY7XEV9G0C0vfZtFVUDPuDiFWNmAq26GUzNwR1tIo5CbFOVnWqaOeRdSkT7tTpuJULCWvy1GCXO_nQx1-Gz283R-98JHf9c_jNbpyVo8Yg9zL4jP5na_JjdC6sD9uAWo-AB208RnbB5wjanUxA6HyJHJ4-fpXw3S-CfB9fzL8sflLdrWPMUM8AX25ubXzzdxkX8ndWRf3OUlmLkxOCBFV9MIeOc9m75xymVPacJBaFwEvBTdrk4-3p6XuYMCyWIzoyl7pQMleubxivCNqA8ICJ0qvMmBCUSWyDoxhMRnIkBVGfQ_zNtH03UOrTP2N5qWIUXjLsAEShpROO06JpoAjpvOmjllVaVcAV7Nw-1vZ6INGwCIFJaEonNIinYB5LDrgzRX6cXqBQ2K4W9SykK9jxL8U9ddU0nqgV7T1K1ZL7j2oHLtxCwE0SEZU9kjapTa4P_OMqCv6O9h7NW2Gz-G1tjl4l6sa4K9nb3GQ2XTmPcKgxbKoMDXmn0Bl7-jy6_YvepWdPu0CHbG9fb8Br9pdG_SabxG4_NDt4 priority: 102 providerName: Directory of Open Access Journals – databaseName: Hindawi Publishing dbid: RHX link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Nb9QwELVKpUpwQFA-uqUgI7XiFJHEie0cS-lqhaoeoBV7s-yJLfbQTbWbFWp_PTOOdwv00B6TOHGc57HnxeM3jB22NOJZgKwMUGdVqCCzNeisVcEKNCfIIQbInsvJZfVtWk-TSNLy_hI-znZIzwv5WdTI4Shh9ROtyf6-T6Z3kRwiqkQhkcmzRpblOr79v3v_mXmiQH_chWvx2G4G5J1fRIV_z-4NzXG-Gb9gz5OjyI8HZF-yLT_fZc_-kg_cZTsxfBOWr9jyZIg4513g6NHx05jcZgb8rLMt_zG7oiRd3YLHAAE-Xt3e3vC49RbJdup7_KelHBQ9J7kOrPh8iA_n9KOWfx3y1nMaPZD3RjRfs8vx6cXJJEvpFDKoGt1nqpG1z21blk4SkQHpAOmflY3T3ssqSgOCKh2pvungQTYanT0t2qCDUl68Ydvzbu73GLceAlCGiNKqqimD9uipKa-kk0rmlR2xo_WnNteDaoaJbKOuDUFiEiQj9oVw2JQhret4AvE3yXSMlsJZ9KOc8FCJVjmRB3x759F9CSHHh7xNKN7VVRS0fDpinwhVQ7baLyzYtOUAG0GqV-a4LrDrFErjMw4T8A-878G6V5hk60tTYJNJZ7HIR-zj5jJaKS292LnvVlQGP3iucOrff1xN79hTOhx-9hyw7X6x8u_R_endh9j5_wAppvua priority: 102 providerName: Hindawi Publishing |
| Title | Control of the Electric Load Simulator Using Fuzzy Multiresolution Wavelet Neural Network with Dynamic Compensation |
| URI | https://search.emarefa.net/detail/BIM-1119025 https://dx.doi.org/10.1155/2016/3574214 https://www.proquest.com/docview/1760274410 https://search.proquest.com/docview/1786207990 https://doaj.org/article/863ba399b3ec43d7b30f62cbe008ff04 |
| Volume | 2016 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LbxMxELZookpwQFBegRIZqYjTqvvyY08oLQlRhSJUqAgny_bakAPZkmyE6K9nxuskICS4rLQP2d4dz-x84_E3hJzUaPG0tUnuLUtKX9pEMyuTWnhdgDrZ1IYE2RmfXpUXczaPAbd1TKvc2sRgqOvGYoz8NBM8sNll6evr7wlWjcLV1VhC44D0c0AKaY_0z8az95f7JI8iEEgBxkmTiuf5NvWdMUD9GT8tGEDDrPzjpxS4-8MGXQ3nemerD78iSv6x-Mtqh1_R5B65G31IOuqEfp_ccssjcuc3ZsEjchgyO-36AVmfd8notPEUnD06DnVvFpa-a3RNPyy-Yf2uZkVD7gCdbG5uftKwKxdweJyW9JPG8hQtRSYP6HjWpY5TjOHSN11Je4qGBSBxEPRDcjUZfzyfJrHSQmLLSraJqDhzqa7z3HDEOJYbC8hQ88pI53gZWAOtyA0SwknvLK8k-IGyqL30QrjiEektm6V7Qqh21lssHpFrUVa5lw6cOOEENxwkWOoBebn91Oq6I9RQAYgwplAkKopkQM5QDrtnkAY7XGhWX1TUKiV5YTS4WKZwtixqYYrUw-iNA8_G-xQaeRyluO8ry3BldUBeoVQVqnG70lbH3QjwEkiIpUYsg6mTCQltnETB_2e8x9tZoaIZWKv9pB2QF7vboMC4KqOXrtngM_DBUwFewdN_N_GM3MYOu_jPMem1q417Dh5Ra4bkQE7eDkl_NLoYfx5GJRiG-AIcL6fzX4OYC68 |
| link.rule.ids | 315,783,787,866,867,880,881,2109,12777,21400,27936,27937,33385,33386,33756,33757,43612,43817,74363,74630 |
| linkProvider | ProQuest |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LbxMxELagVUV7QFAohBYwUhGnVfflx56qtiQKECIErejNsr02zYFsm2yE6K9nxuskICQ47kP27n6e2fns8TeEHNbo8bS1Se4tS0pf2kQzK5NaeF2AOdnUhgTZMR9elO8v2WWccJvHtMqlTwyOum4szpEfZYIHNbssPb6-SbBqFK6uxhIad8kmSlUB-do87Y8_fV4neRRBQAo4TppUPM-Xqe-MAevP-FHBgBpm5R8_paDdHzboajjWK1-9dYUs-cfkL68dfkWDB-R-jCHpSQf6Q3LHTXfJzm_KgrtkK2R22vkjMj_rktFp4ykEe7Qf6t5MLB01uqZfJt-xflczoyF3gA4Wt7c_adiVCzw8Dkv6VWN5ipaikgd0PO5SxynO4dK3XUl7io4FKHEA-jG5GPTPz4ZJrLSQ2LKSbSIqzlyq6zw3HDmO5cYCM9S8MtI5XgbVQCtyg4Jw0jvLKwlxoCxqL70QrtgjG9Nm6p4Sqp31FotH5FqUVe6lgyBOOMENBwRL3SOvl59aXXeCGioQEcYUQqIiJD1yijis7kEZ7HCimX1T0aqU5IXREGKZwtmyqIUpUg9PbxxENt6n0MiTiOK6ryzDldUeeYOoKjTjdqatjrsR4CVQEEudsAyGTiYktHEYgf_P8x4sR4WKbmCu1oO2R16tLoMB46qMnrpmgffAB08FRAXP_t3ES3JveP5xpEbvxh_2yTZ23s0FHZCNdrZwzyE6as2LaAK_ADtDCi4 |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1Lb9QwELZgqyJ6QFAoLBQwUhGnaJPYsZ0T6mNXBapVBVT0ZtmODXtg0-5DiP56ZhzvLggJjnnIdjIPz9ifvyHkoEGPZ5zLyuCqjAfuMlM5lTUyGAbm5HIXAbJjcXrB319Wlwn_NE-wypVPjI66aR2ukQ8KKSKbXZEPQoJFnJ-M3l5dZ1hBCndaUzmN22RLcsHyHtk6Go7PP24AHyySSUG-k2e1KMsVDL6qBiVCvlgFaWLB_5igIo9_PKxr4Nqs_fb2N8yYf0z-8uBxWhrdJ_dSPEkPOwV4QG756S7Z-Y1lcJdsR5Snmz8k8-MOmE7bQCHwo8NYA2fi6FlrGvpp8h1rebUzGnEEdLS8uflJ4wldyMmTitIvBktVLCiyekDH4w5GTnE9l5505e0pOhlIj6PQH5GL0fDz8WmWqi5kjtdqkclaVD43TVlagfmOE9ZBlmhEbZX3gkcGQSdLi-RwKngnagUxoWJNUEFKz_ZIb9pO_RNCjXfBYSGJ0khel0F5COikl8IKkCY3ffJ69av1VUeuoWNSUlUaRaKTSPrkCOWwfgcpseONdvZVJwvTSjBrINyyzDvOGmlZHmD01kOUE0IOjTxOUtz0VRS4y9onb1CqGk16MTPOpJMJ8BFIjqUPqwJUp5AK2jhIgv_PePdXWqGTS5jrjQL3yav1YzBm3KExU98u8R344bmECOHpv5t4Se6A9uuzd-MPz8hd7LtbFtonvcVs6Z9DoLSwL5IF_ALofA5c |
| 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=Control+of+the+Electric+Load+Simulator+Using+Fuzzy+Multiresolution+Wavelet+Neural+Network+with+Dynamic+Compensation&rft.jtitle=Shock+and+vibration&rft.au=Wang%2C+Chao&rft.au=Hou%2C+Yuanlong&rft.au=Liu%2C+Rongzhong&rft.au=Gao%2C+Qiang&rft.date=2016-01-01&rft.pub=Hindawi+Limited&rft.issn=1070-9622&rft.eissn=1875-9203&rft.volume=2016&rft_id=info:doi/10.1155%2F2016%2F3574214&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=3933851211 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1070-9622&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1070-9622&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1070-9622&client=summon |