000 03212nam a22005895i 4500
001 978-3-662-53430-4
003 DE-He213
005 20220801222122.0
007 cr nn 008mamaa
008 161222s2017 gw | s |||| 0|eng d
020 _a9783662534304
_9978-3-662-53430-4
024 7 _a10.1007/978-3-662-53430-4
_2doi
050 4 _aTL1-4050
072 7 _aTRP
_2bicssc
072 7 _aTTDS
_2bicssc
072 7 _aTEC002000
_2bisacsh
072 7 _aTRP
_2thema
072 7 _aTTDS
_2thema
082 0 4 _a629.1
_223
100 1 _aZhang, Jianye.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_959801
245 1 0 _aTime Series Analysis Methods and Applications for Flight Data
_h[electronic resource] /
_cby Jianye Zhang, Peng Zhang.
250 _a1st ed. 2017.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2017.
300 _aX, 240 p. 161 illus., 35 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction -- Preprocessing of Flight Data -- Typical Time Series Analysis for Flight Data -- Similarity Search for Flight Data -- Condition Monitoring and Trend Prediction Based on Flight Data -- Design and Implementation Of flight Data Mining System.
520 _aThis book focuses on different facets of flight data analysis, including the basic goals, methods, and implementation techniques. As mass flight data possesses the typical characteristics of time series, the time series analysis methods and their application for flight data have been illustrated from several aspects, such as data filtering, data extension, feature optimization, similarity search, trend monitoring, fault diagnosis, and parameter prediction, etc. An intelligent information-processing platform for flight data has been established to assist in aircraft condition monitoring, training evaluation and scientific maintenance. The book will serve as a reference resource for people working in aviation management and maintenance, as well as researchers and engineers in the fields of data analysis and data mining.
650 0 _aAerospace engineering.
_96033
650 0 _aAstronautics.
_959802
650 0 _aComputational intelligence.
_97716
650 0 _aData mining.
_93907
650 0 _aArtificial intelligence.
_93407
650 1 4 _aAerospace Technology and Astronautics.
_959803
650 2 4 _aComputational Intelligence.
_97716
650 2 4 _aData Mining and Knowledge Discovery.
_959804
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aZhang, Peng.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_959805
710 2 _aSpringerLink (Online service)
_959806
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662534281
776 0 8 _iPrinted edition:
_z9783662534298
776 0 8 _iPrinted edition:
_z9783662571361
856 4 0 _uhttps://doi.org/10.1007/978-3-662-53430-4
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80417
_d80417