/challenges-projects/design-challenges/experimenting-with-vibration-sensors/b/blog/posts/experimenting-with-vibration-sensors-as-predictive-maintenance-model-trainer-2Kemet Vibration Sensor Experiment for Predictive Maintenance Model Trainer 1 Introduction 2 Hardware and Software 3 Unboxing and Preliminary Functional Test 4 Senaries to be tested 5 Data logging 6 Data training 7 Data Deploingen-USTelligent Community 12https://community.element14.com/challenges-projects/design-challenges/experimenting-with-vibration-sensors/b/blog/posts/experimenting-with-vibration-sensors-as-predictive-maintenance-model-trainer-2Wed, 20 Jan 2021 11:32:28 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:29d19f8a-f55c-4ffd-b315-01925d03c80714rhb2<p>An interesting read, thank you. Something I too have pondered is how to make a system to predict failure on a mechanical system but to train it when there is no failure available ! I guess you can only train it to determine things are good...anything else is a sign of failure to be investigated? For instance you mention your car - I cannot imagine any hobbyist wanting to damage their car&#39;s engine just to collect some &#39;fault state&#39; data <span>[View:/resized-image/__size/16x16/__key/commentfiles/f7d226abd59f475c9d224a79e3f0ec07-29d19f8a-f55c-4ffd-b315-01925d03c807/contentimage_5F00_938.png:16:16]</span></p><img src="https://community.element14.com/aggbug?PostID=10731&AppID=272&AppType=Weblog&ContentType=0" width="1" height="1">