{"id":35,"date":"2023-03-08T12:59:58","date_gmt":"2023-03-08T11:59:58","guid":{"rendered":"https:\/\/sheng.pwr.edu.pl\/?page_id=35"},"modified":"2023-03-29T07:54:10","modified_gmt":"2023-03-29T05:54:10","slug":"resources","status":"publish","type":"page","link":"https:\/\/sheng.pwr.edu.pl\/?page_id=35","title":{"rendered":"Resources"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p class=\"has-large-font-size\"><strong>Data sets<\/strong><\/p>\n\n\n\n<p><strong>data set 1<\/strong> (data_set1.mat)  <a href=\"http:\/\/data_set1.zip\" data-type=\"URL\" data-id=\"data_set1.zip\">alpha-stablePAR(1)_download<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"330\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-2.png\" alt=\"\" class=\"wp-image-83\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-2.png 685w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-2-300x145.png 300w\" sizes=\"auto, (max-width: 685px) 100vw, 685px\" \/><\/figure>\n\n\n\n<p>Sample trajectories of the two-dimensional <em>\u03b1<\/em>-stable PAR(1) time series<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"363\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-3.png\" alt=\"\" class=\"wp-image-84\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-3.png 685w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-3-300x159.png 300w\" sizes=\"auto, (max-width: 685px) 100vw, 685px\" \/><\/figure>\n\n\n\n<p>Sample trajectories of the three-dimensional <em>\u03b1<\/em>-stable PAR(1) time series<\/p>\n\n\n\n<p>cite: Giri, P., Grzesiek, A., \u017bu\u0142awi\u0144ski, W. <em>et al.<\/em> The modified Yule-Walker method for multidimensional infinite-variance periodic autoregressive model of order 1. <em>J. Korean Stat. Soc.<\/em> (2022). https:\/\/doi.org\/10.1007\/s42952-022-00191-3<\/p>\n\n\n\n<p><strong>data set 2<\/strong> (data_set2.mat)  <a href=\"http:\/\/sheng.pwr.edu.pl\/pliki\/data_set2.mat\" data-type=\"URL\" data-id=\"sheng.pwr.edu.pl\/pliki\/data_set2.mat\">alpha-stablePAR(1)_download<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"539\" height=\"285\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-4.png\" alt=\"\" class=\"wp-image-87\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-4.png 539w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-4-300x159.png 300w\" sizes=\"auto, (max-width: 539px) 100vw, 539px\" \/><\/figure>\n\n\n\n<p>Sample trajectories of {Yt} time series and empirical variances Yt of for each calculated from 100000 trajectories for different values of Gaussian additive noise variance in the case  Phi (1) of coefficients<\/p>\n\n\n\n<p>cite: Wojciech \u017bu\u0142awi\u0144ski, Aleksandra Grzesiek, Rados\u0142aw Zimroz, Agnieszka Wy\u0142oma\u0144ska, Identification and validation of periodic autoregressive model with additive noise: finite-variance case, Journal of Computational and Applied Mathematics, Volume 427, 2023, 115131, https:\/\/doi.org\/10.1016\/j.cam.2023.115131<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-nv-c-2-color has-text-color\"><strong>data set 3<\/strong> &#8211; not available due to NDA<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"693\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-8-1024x693.png\" alt=\"\" class=\"wp-image-96\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-8-1024x693.png 1024w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-8-300x203.png 300w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-8-768x519.png 768w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-8-1536x1039.png 1536w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-8-2048x1385.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>cite: Wodecki, J.; Krot, P.; Wr\u00f3blewski, A.; Chudy, K.; Zimroz, R. Condition Monitoring of Horizontal Sieving Screens\u2014A Case Study of Inertial Vibrator Bearing Failure in Calcium Carbonate Production Plant. <em>Materials<\/em> <strong>2023<\/strong>, <em>16<\/em>, 1533. https:\/\/doi.org\/10.3390\/ma16041533<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>dataset 4:<\/strong> available on Prognostics Center of Excellence &#8211; Data Repository, <a rel=\"noreferrer noopener\" href=\"https:\/\/ti.arc.nasa.gov\/tech\/dash\/groups\/pcoe\/prognostic-data-repository\/\" target=\"_blank\">https:\/\/ti.arc.nasa.gov\/tech\/dash\/groups\/pcoe\/prognostic-data-repository\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"535\" height=\"181\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-5.png\" alt=\"\" class=\"wp-image-92\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-5.png 535w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-5-300x101.png 300w\" sizes=\"auto, (max-width: 535px) 100vw, 535px\" \/><\/figure>\n\n\n\n<p>Fig. 32. Life time failure data of bearing (IMS data set)<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"535\" height=\"148\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-6.png\" alt=\"\" class=\"wp-image-93\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-6.png 535w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-6-300x83.png 300w\" sizes=\"auto, (max-width: 535px) 100vw, 535px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"535\" height=\"148\" src=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-7.png\" alt=\"\" class=\"wp-image-94\" srcset=\"https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-7.png 535w, https:\/\/sheng.pwr.edu.pl\/wp-content\/uploads\/2023\/03\/obraz-7-300x83.png 300w\" sizes=\"auto, (max-width: 535px) 100vw, 535px\" \/><\/figure>\n\n\n\n<p>Fig. 34. Vibration data of file number 534<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>cite : Anil Kumar, Yaakoub Berrouche, Radoslaw Zimroz, Govind Vashishtha, Sumika Chauhan, C.P. Gandhi, Hesheng Tang, Jiawei Xiang, Non-parametric Ensemble Empirical Mode Decomposition for extracting weak features to identify bearing defects, Measurement, Volume 211, 2023, 112615, https:\/\/doi.org\/10.1016\/j.measurement.2023.112615.<\/p>\n\n\n\n<p class=\"has-large-font-size\">Software<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data sets data set 1 (data_set1.mat) alpha-stablePAR(1)_download Sample trajectories of the two-dimensional \u03b1-stable PAR(1) time series Sample trajectories of the three-dimensional \u03b1-stable PAR(1) time series cite: Giri, P., Grzesiek, A., \u017bu\u0142awi\u0144ski, W. et al. The modified Yule-Walker method for multidimensional infinite-variance periodic autoregressive model of order 1. J. Korean Stat. Soc. (2022). https:\/\/doi.org\/10.1007\/s42952-022-00191-3 data set&hellip;&nbsp;<a href=\"https:\/\/sheng.pwr.edu.pl\/?page_id=35\" rel=\"bookmark\">Dowiedz si\u0119 wi\u0119cej &raquo;<span class=\"screen-reader-text\">Resources<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-35","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=\/wp\/v2\/pages\/35","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=35"}],"version-history":[{"count":10,"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=\/wp\/v2\/pages\/35\/revisions"}],"predecessor-version":[{"id":106,"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=\/wp\/v2\/pages\/35\/revisions\/106"}],"wp:attachment":[{"href":"https:\/\/sheng.pwr.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=35"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}