{"id":19485,"date":"2026-01-22T17:17:13","date_gmt":"2026-01-22T22:17:13","guid":{"rendered":"https:\/\/wilcoxon.com\/?post_type=blog&#038;p=19485"},"modified":"2026-04-03T12:54:31","modified_gmt":"2026-04-03T16:54:31","slug":"extending-test-measurement-into-the-digital-era","status":"publish","type":"blog","link":"https:\/\/wilcoxon.com\/staging\/blog\/extending-test-measurement-into-the-digital-era\/","title":{"rendered":"Extending Test &#038; Measurement into the Digital Era"},"content":{"rendered":"<p>Test and Measurement (T&#038;M) has long set the standard for accuracy, repeatability, and signal integrity in vibration analysis. From laboratory validation and structural dynamics to production testing and field trials, engineers rely on high quality analog instrumentation and sensitive IEPE accelerometers to capture data they can trust. As data consumption increasingly shifts toward cloud analytics, automation, and AI-driven workflows, the challenge is preserving test grade measurement data while making it digitally accessible. The <a href=\"https:\/\/wilcoxon.com\/newproducts\/vds130-iepe-to-mqtt-vibration-data-source\/\">VDS130 Vibration Data Source<\/a> was designed to bridge that gap. <a href=\"https:\/\/wilcoxon.com\/wp-content\/uploads\/2026\/01\/VDS130-spec-99494A1.pdf\" target=\"_blank\">See the specifications<\/a>. <\/p>\n<h3>Preserving Measurement Grade Signal Integrity<\/h3>\n<p>The Vibration Data Source accepts high-resolution IEPE, AC coupled, and DC coupled accelerometer inputs and outputs high-fidelity vibration spectrum and FFT consistent with traditional T&#038;M instrumentation. This approach is especially important for low frequency applications, such as structural dynamics, balance, alignment, and modal testing, where digital sensor accuracy is often masked by noise. It is also effective for high frequency applications such as early-warning bearing fault analysis, resonance testing, and high speed machinery validation, where digital sensors may be limited to under 10 kHz. <\/p>\n<p>In these scenarios, many digital accelerometers exhibit elevated noise floors or limited low frequency performance that can obscure meaningful data. By conditioning proven analog IEPE accelerometer outputs, the VDS130 preserves ultra-low-noise signal quality, enabling engineers to work with the sensors and techniques they already trust.<\/p>\n<h3>Supporting a Wide Range of T&#038;M Applications<\/h3>\n<p>The VDS130 is well suited for a variety of test and measurement use cases, including:<\/p>\n<ul>\n<li><strong>Structural and modal testing<\/strong>, where accurate low frequency vibration data is critical for validating models and designs<\/li>\n<li><strong>Structural and infrastructure monitoring<\/strong>, supporting long-term analysis of large-scale assets like bridges, dams, tunnels, and geotechnical assets, where vibration is one of multiple inputs\n<li><strong>End of line and production testing<\/strong>, publishing vibration metrics and pass\/fail indicators directly to manufacturing or quality systems<\/li>\n<li><strong>Prototype and validation testing<\/strong>, enabling long duration data capture without manual data pulls<\/li>\n<li><strong>Field trials and pilot installations<\/strong>, where test setups may later transition into continuous monitoring<\/li>\n<\/ul>\n<p>By providing both processed condition metrics and access to raw time waveform and spectral data, the VDS130 supports deep engineering analysis while remaining flexible enough for evolving test objectives.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/wilcoxon.com\/wp-content\/uploads\/2026\/01\/VDS130-MQTT-for-TM-500x500-1.png\" alt=\"\" width=\"500\" height=\"500\" class=\"alignleft size-full wp-image-19500\" srcset=\"https:\/\/wilcoxon.com\/staging\/wp-content\/uploads\/2026\/01\/VDS130-MQTT-for-TM-500x500-1.png 500w, https:\/\/wilcoxon.com\/staging\/wp-content\/uploads\/2026\/01\/VDS130-MQTT-for-TM-500x500-1-300x300.png 300w, https:\/\/wilcoxon.com\/staging\/wp-content\/uploads\/2026\/01\/VDS130-MQTT-for-TM-500x500-1-150x150.png 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/p>\n<h3>MQTT in the Test &#038; Measurement Workflow<\/h3>\n<p>While traditional T&#038;M systems are often built around point to point data acquisition and manual data retrieval, the VDS130 introduces a publish based model using MQTT. Test results are published in structured JSON format and can be consumed simultaneously by multiple systems\u2014databases, dashboards, analytics tools, or automation platforms\u2014without changing the measurement hardware.<\/p>\n<p>This approach enables new workflows such as automated test reporting, remote validation, AI model training, and integration with laboratory information systems, MES, or enterprise data infrastructure. Rather than replacing classical T&#038;M tools, MQTT extends their reach and relevance in modern, connected environments.<\/p>\n<h2>Bridging Traditional T&#038;M and Digital Systems<\/h2>\n<p>For organizations seeking to modernize their measurement workflows without compromising data quality, the <a href=\"https:\/\/wilcoxon.com\/newproducts\/vds130-iepe-to-mqtt-vibration-data-source\/\" target=\"_blank\">VDS130<\/a> offers test and measurement vibration data a practical path from the lab and test cell into the digital ecosystems where it can drive deeper insight and better decisions.<\/p>\n","protected":false},"featured_media":19714,"template":"","class_list":["post-19485","blog","type-blog","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Extending Test &amp; Measurement into the Digital Era with an MQTT converter for accelerometers<\/title>\n<meta name=\"description\" content=\"A digital converter for analog IEPE accelerometers brings high performance T&amp;M sensors to MQTT digital platforms\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wilcoxon.com\/staging\/blog\/extending-test-measurement-into-the-digital-era\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Extending Test &amp; 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