{"id":13900,"date":"2022-03-17T13:21:53","date_gmt":"2022-03-17T19:21:53","guid":{"rendered":"https:\/\/www.vicmyers.com\/?p=13900"},"modified":"2022-03-17T18:00:49","modified_gmt":"2022-03-18T00:00:49","slug":"dynamic-signal-analysis","status":"publish","type":"post","link":"https:\/\/www.vicmyers.com\/dynamic-signal-analysis\/","title":{"rendered":"Dynamic Signal Analysis"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13900\" class=\"elementor elementor-13900\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50ab6fb elementor-section-stretched elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"50ab6fb\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2fccf7a\" data-id=\"2fccf7a\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d705df5 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"d705df5\" data-element_type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 15-04-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"266\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2020\/05\/resource-icons2.png\" class=\"attachment-full size-full wp-image-6234\" alt=\"product news - industry resource\" srcset=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2020\/05\/resource-icons2.png 500w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2020\/05\/resource-icons2-300x160.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb3fca2 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"eb3fca2\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 15-04-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Dynamic Signal Analysis<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-132f405 elementor-widget elementor-widget-spacer\" data-id=\"132f405\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 15-04-2024 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c17757d elementor-widget elementor-widget-text-editor\" data-id=\"c17757d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 15-04-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<span style=\"color: #d10202; font-size: 20px;\">Comprehensive Signal Analysis with Uncompromising Results<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc11b12 elementor-share-buttons--view-icon elementor-share-buttons--shape-rounded elementor-share-buttons--align-left elementor-share-buttons--skin-gradient elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-global elementor-global-4304 elementor-widget-share-buttons\" data-id=\"bc11b12\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div 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243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"elementor-share-btn elementor-share-btn_facebook\"\n\t\t\t\t\t\t\trole=\"button\"\n\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\taria-label=\"Share on facebook\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"elementor-share-btn elementor-share-btn_email\"\n\t\t\t\t\t\t\trole=\"button\"\n\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\taria-label=\"Share on email\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fas-envelope\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"elementor-share-btn elementor-share-btn_print\"\n\t\t\t\t\t\t\trole=\"button\"\n\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\taria-label=\"Share on print\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fas-print\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M448 192V77.25c0-8.49-3.37-16.62-9.37-22.63L393.37 9.37c-6-6-14.14-9.37-22.63-9.37H96C78.33 0 64 14.33 64 32v160c-35.35 0-64 28.65-64 64v112c0 8.84 7.16 16 16 16h48v96c0 17.67 14.33 32 32 32h320c17.67 0 32-14.33 32-32v-96h48c8.84 0 16-7.16 16-16V256c0-35.35-28.65-64-64-64zm-64 256H128v-96h256v96zm0-224H128V64h192v48c0 8.84 7.16 16 16 16h48v96zm48 72c-13.25 0-24-10.75-24-24 0-13.26 10.75-24 24-24s24 10.74 24 24c0 13.25-10.75 24-24 24z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51dd748 elementor-widget elementor-widget-text-editor\" data-id=\"51dd748\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">Used extensively in aerospace, automotive, defense, power, and process industries, dynamic signal analysis serves as a primary tool for vibration applications and other dynamic measurements including vibration surveys, model validation, acceptance testing, troubleshooting, and diagnostics.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03b2b81 elementor-widget elementor-widget-image\" data-id=\"03b2b81\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"275\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/dynamic-signal-analysis-768x275.jpg\" class=\"attachment-medium_large size-medium_large wp-image-13903\" alt=\"dynamic signal analysis\" srcset=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/dynamic-signal-analysis-768x275.jpg 768w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/dynamic-signal-analysis-300x108.jpg 300w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/dynamic-signal-analysis-1024x367.jpg 1024w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/dynamic-signal-analysis-1536x551.jpg 1536w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/dynamic-signal-analysis.jpg 2000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-919e0b5 elementor-widget elementor-widget-text-editor\" data-id=\"919e0b5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 style=\"color: #d10202; font-size: 23px;\">FFT Analysis<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dacdf03 elementor-widget elementor-widget-text-editor\" data-id=\"dacdf03\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">Many dynamic measurements benefit from real-time analysis and results in the frequency domain. The Fast Fourier Transform (FFT) converts Time Domain to the Frequency Domain and is the fundamental analysis in understanding signal frequency content.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae5076c elementor-widget elementor-widget-image\" data-id=\"ae5076c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"335\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/fft-analysis-automotive-768x335.jpg\" class=\"attachment-medium_large size-medium_large wp-image-13904\" alt=\"fft analysis - automotive\" srcset=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/fft-analysis-automotive-768x335.jpg 768w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/fft-analysis-automotive-300x131.jpg 300w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/fft-analysis-automotive-1024x447.jpg 1024w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/fft-analysis-automotive.jpg 1536w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a5294a elementor-widget elementor-widget-text-editor\" data-id=\"3a5294a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Frequency Domain<\/b> \u2013 Display spectral information in different formats \u2013 Linear Spectrum, Auto Power Spectrum and Power Spectral Density (PSD)<\/li><li><b>Zoom Analysis<\/b> \u2013 Enhance spectral resolution with the bandwidth of interest<\/li><li><b>Compare Signals<\/b> \u2013 Overlay signals from different tests or runs; import external user signal for comparative visual reference or limit lines<\/li><li><b>Integration and Differentiation<\/b> \u2013 compute velocity or displacement from acceleration, and vice-versa<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfff9f9 elementor-widget elementor-widget-text-editor\" data-id=\"bfff9f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 style=\"color: #d10202; font-size: 23px;\">Recording and Playback Analysis<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8135e4 elementor-widget elementor-widget-text-editor\" data-id=\"e8135e4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">Time data recording provides peace of mind if you have only one shot at a measurement. Data can be processed any number of times using different measurement techniques, eliminating the need to go back into the field.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee7f1b0 elementor-widget elementor-widget-image\" data-id=\"ee7f1b0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"335\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/recording-playback-analysis-768x335.jpg\" class=\"attachment-medium_large size-medium_large wp-image-13905\" alt=\"submarine - recording and playback analysis\" srcset=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/recording-playback-analysis-768x335.jpg 768w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/recording-playback-analysis-300x131.jpg 300w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/recording-playback-analysis-1024x447.jpg 1024w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/recording-playback-analysis-1536x670.jpg 1536w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/recording-playback-analysis.jpg 2000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7929cb9 elementor-widget elementor-widget-text-editor\" data-id=\"7929cb9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Simultaneous Recording and Measurement<\/b> \u2013 Measurements can be made during recording, reducing post-analysis time<\/li><li><b>Independent Recording Sample Rate<\/b> \u2013 Recording sample rate can be different from the measurement sample rate<\/li><li><b>Circular Recording<\/b> \u2013 Record only the last few seconds or minutes of the measurement, irrespective of the measurement time saving hard disk space<\/li><li><b>Multi Recorder<\/b> \u2013 Record multiple time data streams simultaneously at independent sample rates and recording times<\/li><li><b>Automatic Exporting<\/b> \u2013 Export recordings to Matlab, ASCII, UFF, DSF, CSV formats during measurement saving precious time<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2672347 elementor-widget elementor-widget-text-editor\" data-id=\"2672347\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 style=\"color: #d10202; font-size: 23px;\">Structural and Modal Analysis<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c882f3c elementor-widget elementor-widget-text-editor\" data-id=\"c882f3c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">SignalCalc 900 series is streamlined to make modal measurements with special signal processing features that help the user every step of the way.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0eb7af2 elementor-widget elementor-widget-image\" data-id=\"0eb7af2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/elementor\/thumbs\/modal-testing-data-physics-q27s5aamac2c0qx8uwms4dtgcd2brbmruln4yfii3c.jpg\" title=\"modal-testing-data-physics\" alt=\"structural modal testing\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c790632 elementor-widget elementor-widget-text-editor\" data-id=\"c790632\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Structural Geometry<\/b> \u2013 Easily assign Rectangular, Cylindrical or Spherical coordinates to measurements<\/li><li><b>Preview Average Mode<\/b> \u2013 Examine time and frequency content before accepting the measurement<\/li><li><b>Shaker Excitation<\/b> \u2013 Offers a large range of output signals to suit a variety of structures<\/li><li><b>Multi Output Multi Input (MIMO) Analysis<\/b> \u2013 Analyze modal properties in complex structures using multiple shakers placed at strategic locations<\/li><li><b> Modal Programs<\/b> \u2013 Automatically export to MEscope, UFF, Matlab, SDF, ASCII\/CSV<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2d4fa3 elementor-widget elementor-widget-text-editor\" data-id=\"a2d4fa3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 style=\"color: #d10202; font-size: 23px;\">Rotating Machinery Analysis<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c80faf elementor-widget elementor-widget-text-editor\" data-id=\"9c80faf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">Analyze vibration measurements synchronized to the speed of the rotating shaft.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e23e8d7 elementor-widget elementor-widget-image\" data-id=\"e23e8d7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"462\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/jet-engine-analysis-768x462.jpg\" class=\"attachment-medium_large size-medium_large wp-image-13907\" alt=\"jet engine analysis - rotating machinery\" srcset=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/jet-engine-analysis-768x462.jpg 768w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/jet-engine-analysis-300x180.jpg 300w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/jet-engine-analysis-1024x616.jpg 1024w, https:\/\/www.vicmyers.com\/wp-content\/uploads\/2022\/03\/jet-engine-analysis.jpg 1452w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea14e01 elementor-widget elementor-widget-text-editor\" data-id=\"ea14e01\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>RPM Measurement <\/b>\u2013 FFT-based fixed bandwidth technique ideal for steady-state or slow-changing rpm values<\/li><li><b>Synchronous Averaging<\/b> \u2013 Measurement converges to the ideal values after canceling asynchronous noise<\/li><li><b>Order Tracking<\/b> \u2013 Uses a resampling technique for synchronization to provide revolution histories and order spectra. Ideal for high and rapidly changing speeds<\/li><li><b>Demodulation<\/b> \u2013 Computes amplitude and phase\/frequency domain demodulation by computing the Hilbert transform<\/li><li><b>Waterfall Analysis<\/b> \u2013 Combines rotation speed, amplitude, and orders on the same graph providing useful insights and patterns to help differentiate structural resonances from order-related vibration.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d7efe9 elementor-widget elementor-widget-text-editor\" data-id=\"6d7efe9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 style=\"color: #d10202; font-size: 23px;\">Octave Analysis<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2a66bd elementor-widget elementor-widget-text-editor\" data-id=\"c2a66bd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">Octave Analysis provides Real-time octave, 1\/3rd, 1\/6th, 1\/12th, and 1\/24th octave band spectral analysis.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c64450f elementor-widget elementor-widget-image\" data-id=\"c64450f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.vicmyers.com\/wp-content\/uploads\/elementor\/thumbs\/Octave-Analysis-using-Signal-Analyzers-q27s2szy92o3dsiycc181icnwragg2s9ubo0d56x76.jpg\" title=\"Octave-Analysis-using-Signal-Analyzers\" alt=\"octave analysis using signal analyzers\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-927b8b6 elementor-widget elementor-widget-text-editor\" data-id=\"927b8b6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Filter Specifications<\/b> \u2013 Analysis is implemented by digital filter banks that conform to ANSI S1.11 \u2013 1986 ANSI S1.11 \u2013 2004 specifications<\/li><li><b>Exponential Detector<\/b> \u2013 computes a running average of the RMS value biased to the current input. Provides Fast (125 ms) or Slow (1 sec) time constants in accordance with IEC 651<\/li><li><b>Linear Detector<\/b> \u2013 computer the true RMS value at each filter averaged over a fixed integration time<\/li><li><b>Sensor Calibration<\/b> \u2013 Built-in sensor calibration function automates calibration of sound and vibration sensors<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e935788 elementor-widget elementor-widget-spacer\" data-id=\"e935788\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-517dc91 elementor-widget elementor-widget-text-editor\" data-id=\"517dc91\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h4>About Data Physics<\/h4>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09470fa elementor-widget elementor-widget-text-editor\" data-id=\"09470fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"p1\">Data Physics, owned by Battery Ventures, was founded by two Alumni of Hewlett Packard in 1984. Dave Snyder had designed hardware and software for the Fourier Analyzers developed at the Santa Clara Division of HP. Sri Welaratna had worked for HP in England, Europe and then in Santa Clara developing applications of Fourier Analyzers. The first project Dave and Sri did together was the design of the UD 400AT vibration controller, the first to use a PC as the host computer and a DSP based signal processing peripheral. This project began in 1983 and used the Texas Instruments TMS32010, the very first Digital Signal Processor.<\/p>\n\n<p class=\"p1\">\nStarting with the SignalCalc software library for HP Basic computers Data Physics evolved to signal processing solutions on PCs using add on DSP hardware to provide the computational power required for realtime measurements and analysis.<\/p>\n\n<p class=\"p1\">\nIn 2014, Battery Ventures bought a controlling stake in Data Physics. DP is the fifth active industrial-technology platform in the Battery portfolio. In 2015, Battery Ventures acquired a controlling stake in both Lansmont and Team Corporations, establishing the foundation of the Noise &#038; Vibration Technologies (NVT) Group.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40818cd elementor-align-center elementor-widget elementor-widget-button\" data-id=\"40818cd\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/www.vicmyers.com\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b00513 elementor-widget elementor-widget-spacer\" 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48-48V80c0-26.51-21.49-48-48-48zM178.117 262.104C87.429 196.287 88.353 196.121 64 177.167V152c0-13.255 10.745-24 24-24h272c13.255 0 24 10.745 24 24v25.167c-24.371 18.969-23.434 19.124-114.117 84.938-10.5 7.655-31.392 26.12-45.883 25.894-14.503.218-35.367-18.227-45.883-25.895zM384 217.775V360c0 13.255-10.745 24-24 24H88c-13.255 0-24-10.745-24-24V217.775c13.958 10.794 33.329 25.236 95.303 70.214 14.162 10.341 37.975 32.145 64.694 32.01 26.887.134 51.037-22.041 64.72-32.025 61.958-44.965 81.325-59.406 95.283-70.199z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">info@vicmyers.com<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d58ff5 elementor-widget elementor-widget-global elementor-global-9807 elementor-widget-spacer\" data-id=\"0d58ff5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8873044 elementor-widget elementor-widget-global elementor-global-9166 elementor-widget-heading\" data-id=\"8873044\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Resources<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06e0590 elementor-grid-1 elementor-posts--thumbnail-none elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-posts\" data-id=\"06e0590\" data-element_type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/www.vicmyers.com\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-posts.min.css\">\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-21436 post type-post status-publish format-standard has-post-thumbnail hentry category-product-news category-resources tag-daq tag-daq-system tag-data-acquisition tag-data-acquisition-recorder tag-data-acquisition-system\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.vicmyers.com\/das1800-high-speed-data-acquisition-recorder\/\" >\n\t\t\t\tMeet the DAS1800 High Speed Data Acquisition Recorder\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-21286 post type-post status-publish format-standard has-post-thumbnail hentry category-product-news category-resources tag-embedded-atomic-clocks tag-global-navigation-satellite-system tag-network-timing tag-precision-time-protocol tag-timing-methods tag-timing-system\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.vicmyers.com\/precise-time-scale-system-microchip-2\/\" >\n\t\t\t\tSecure Your Legacy Timing Systems From GNSS Threats\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-20937 post type-post status-publish format-standard has-post-thumbnail hentry category-resources category-white-paper tag-data-acquisition tag-data-acquisition-recorder tag-data-acquisition-system tag-digital-storage-oscilloscopes tag-dso\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.vicmyers.com\/all-in-one-data-acquisition-recorder\/\" >\n\t\t\t\tWhy Choose an All-in-One Data Acquisition Recorder?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-20422 post type-post status-publish format-standard has-post-thumbnail hentry category-product-news category-resources tag-microwave-cables tag-radio-frequency-cables tag-rf-cables\">\n\t\t\t\t<div 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vibration applications and other dynamic 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