LEADER 01193nas 2200385- 450 001 9910503218603321 005 20220106213020.0 011 $a2331-2866 035 $a(OCoLC)858914131 035 $a(CKB)2670000000497986 035 $a(CONSER)--2013218982 035 $a(EXLCZ)992670000000497986 100 $a20130925b18491855 k-- a 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBrownlow's Knoxville Whig and independent journal 210 1$aKnoxville, Tennessee :$c[publisher not identified] 300 $aEditor: W.G. Brownlow. 311 $a2331-2858 517 3 $aKnoxville Whig and independent journal 517 1 $aBrownlow's Whig 607 $aKnoxville (Tenn.)$vNewspapers 607 $aKnox County (Tenn.)$vNewspapers 607 $aTennessee$zKnox County$2fast 607 $aTennessee$zKnoxville$2fast 608 $aNewspapers.$2fast 676 $a071 701 $aBrownlow$b William Gannaway$f1805-1877.$0852286 906 $aJOURNAL 912 $a9910503218603321 996 $aBrownlow's Knoxville Whig and independent journal$91903218 997 $aUNINA LEADER 04224nam 2200865z- 450 001 9910566460803321 005 20220506 035 $a(CKB)5680000000037773 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/81086 035 $a(oapen)doab81086 035 $a(EXLCZ)995680000000037773 100 $a20202205d2022 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aInformation Theory and Its Application in Machine Condition Monitoring 210 $aBasel$cMDPI - Multidisciplinary Digital Publishing Institute$d2022 215 $a1 online resource (194 p.) 311 08$a3-0365-3208-0 311 08$a3-0365-3209-9 330 $aCondition monitoring of machinery is one of the most important aspects of many modern industries. With the rapid advancement of science and technology, machines are becoming increasingly complex. Moreover, an exponential increase of demand is leading an increasing requirement of machine output. As a result, in most modern industries, machines have to work for 24 hours a day. All these factors are leading to the deterioration of machine health in a higher rate than before. Breakdown of the key components of a machine such as bearing, gearbox or rollers can cause a catastrophic effect both in terms of financial and human costs. In this perspective, it is important not only to detect the fault at its earliest point of inception but necessary to design the overall monitoring process, such as fault classification, fault severity assessment and remaining useful life (RUL) prediction for better planning of the maintenance schedule. Information theory is one of the pioneer contributions of modern science that has evolved into various forms and algorithms over time. Due to its ability to address the non-linearity and non-stationarity of machine health deterioration, it has become a popular choice among researchers. Information theory is an effective technique for extracting features of machines under different health conditions. In this context, this book discusses the potential applications, research results and latest developments of information theory-based condition monitoring of machineries. 606 $aHistory of engineering and technology$2bicssc 606 $aTechnology: general issues$2bicssc 610 $aadaptive particle swarm optimization (APSO) 610 $aanomaly detection 610 $abearing 610 $acombined fault diagnosis 610 $acubic spline interpolation envelope 610 $aD-S evidence theory 610 $adeep learning 610 $adomain adaptation 610 $aempirical wavelet transform 610 $afault detection 610 $afault diagnosis 610 $agearbox 610 $agrey wolf optimizer 610 $aHuffman-multi-scale entropy (HMSE) 610 $aimproved artificial bee colony algorithm 610 $ainformation fusion 610 $aJS divergence 610 $akernel density estimation 610 $alow pass FIR filter 610 $aLSSVM 610 $amachine vision 610 $amisalignment 610 $aMobileNetV3 610 $amulti-source heterogeneous fusion 610 $an/a 610 $aoptimal bandwidth 610 $apartial transfer 610 $apeak extraction 610 $arail surface defect detection 610 $arotating machinery 610 $asatellite momentum wheel 610 $asignal interception 610 $asubdomain 610 $asupport vector machine 610 $asupport vector machine (SVM) 610 $atransfer learning 610 $awind turbines 610 $aYOLOv4 615 7$aHistory of engineering and technology 615 7$aTechnology: general issues 700 $aLi$b Yongbo$4edt$01295517 702 $aGu$b Fengshou$4edt 702 $aLiang$b Xihui$4edt 702 $aLi$b Yongbo$4oth 702 $aGu$b Fengshou$4oth 702 $aLiang$b Xihui$4oth 906 $aBOOK 912 $a9910566460803321 996 $aInformation Theory and Its Application in Machine Condition Monitoring$93023565 997 $aUNINA LEADER 02559oas 2201009 a 450 001 9910146008503321 005 20251105213014.0 011 $a1943-0787 035 $a(DE-599)ZDB2552150-0 035 $a(OCoLC)232956613 035 $a(CONSER) 2008214580 035 $a(CKB)1000000000428767 035 $a(EXLCZ)991000000000428767 100 $a20080630a20099999 sy a 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aAsian politics & policy 210 $aBoston, MA $cJohn Wiley & Sons$d2009- 215 $a1 online resource 300 $aRefereed/Peer-reviewed 311 08$a1943-0779 517 1 $aAsian politics and policy 517 1 $aAPP Asian politics & policy 517 3 $aAPP 606 $aPolitics and government$2fast$3(OCoLC)fst01919741 606 $aInternational relations$2fast$3(OCoLC)fst00977053 606 $aPolítica governamental$2thub 606 $aPolítica exterior$2thub 607 $aAsia$xPolitics and government$vPeriodicals 607 $aAsia$xRelations$vPeriodicals 607 $aAsie$xPolitique et gouvernement$vPe?riodiques 607 $aAsie$xRelations$vPe?riodiques 607 $aAsia$2fast$1https://id.oclc.org/worldcat/entity/E39PBJxMpyjKQ9Jtm3jkjPBgKd 607 $aÀsia$2thub 608 $aPeriodicals.$2fast 608 $aPeriodicals.$2lcgft 608 $aRevistes electròniques.$2thub 610 $aMiddle East 615 7$aPolitics and government. 615 7$aInternational relations. 615 7$aPolítica governamental. 615 7$aPolítica exterior. 676 $a327.5 801 0$bNSD 801 1$bNSD 801 2$bNSD 801 2$bOCLCQ 801 2$bTXA 801 2$bDLC 801 2$bMYG 801 2$bWAU 801 2$bOCLCA 801 2$bDLC 801 2$bUKMGB 801 2$bOCLCQ 801 2$bOCLCF 801 2$bSCB 801 2$bOCL 801 2$bVT2 801 2$bDLC 801 2$bOCLCQ 801 2$bOCL 801 2$bOCLCQ 801 2$bNLE 801 2$bOCLCQ 801 2$bSFB 801 2$bBWN 801 2$bOCLCQ 801 2$bIOY 801 2$bUBY 801 2$bU3W 801 2$bOCLCL 801 2$bOCLCQ 801 2$bOCLCL 801 2$bSXB 801 2$bCSU 801 2$bXFH 801 2$bSRU 801 2$bVLY 801 2$bOCLCQ 906 $aJOURNAL 912 $a9910146008503321 996 $aAsian politics & policy$92117795 997 $aUNINA