{"id":187462,"date":"2025-05-05T09:37:25","date_gmt":"2025-05-05T13:37:25","guid":{"rendered":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/?p=187462"},"modified":"2026-05-04T10:18:31","modified_gmt":"2026-05-04T14:18:31","slug":"baseball-testing-apparatus","status":"publish","type":"post","link":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/baseball-testing-apparatus\/","title":{"rendered":"Baseball Testing Apparatus"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-26-1024x571.png\" alt=\"\" class=\"wp-image-201362\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-26-1024x571.png 1024w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-26-300x167.png 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-26-768x428.png 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-26-340x191.png 340w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-26.png 1514w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Team Members<\/h2>\n\n\n\n<div class=\"wp-block-coblocks-row coblocks-row-42232252928\" data-columns=\"4\" data-layout=\"25-25-25-25\"><div class=\"wp-block-coblocks-row__inner has-no-padding has-no-margin is-stacked-on-mobile has-medium-gutter\">\n<div class=\"wp-block-coblocks-column coblocks-column-42232256114\" style=\"width:25%\"><div class=\"wp-block-coblocks-column__inner has-no-padding has-no-margin\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"203\" height=\"168\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-18.png\" alt=\"\" class=\"wp-image-201112\"\/><figcaption class=\"wp-element-caption\">Max Colognesi<\/figcaption><\/figure>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-coblocks-column coblocks-column-42232256116\" style=\"width:25%\"><div class=\"wp-block-coblocks-column__inner has-no-padding has-no-margin\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"203\" height=\"171\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-19.png\" alt=\"\" class=\"wp-image-201122\"\/><figcaption class=\"wp-element-caption\">Zajan Crapo<\/figcaption><\/figure>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-coblocks-column has-text-align-center coblocks-column-42232256117\" style=\"width:25%\"><div class=\"wp-block-coblocks-column__inner has-no-padding has-no-margin\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"205\" height=\"168\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-20.png\" alt=\"\" class=\"wp-image-201132\"\/><figcaption class=\"wp-element-caption\">PJ London<\/figcaption><\/figure>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-coblocks-column has-text-align-center coblocks-column-42232256118\" style=\"width:25%\"><div class=\"wp-block-coblocks-column__inner has-no-padding has-no-margin\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"203\" height=\"195\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-21.png\" alt=\"\" class=\"wp-image-201142\" style=\"width:166px;height:auto\"\/><figcaption class=\"wp-element-caption\">Katie White<\/figcaption><\/figure>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Sponser<\/h2>\n\n\n\n<p>JJ Ruby- Houston Astros Senior Director of R&amp;D<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Abstract<\/h2>\n\n\n\n<p>For this project, the team was tasked with creating a machine that universally holds a Major League Baseball Bat and testing its moment of inertia to find specific differences between bats.  The sponsor laid out a set of variables, combined with the MLB rule book of baseball bats, that led to requirements and specifications for the product to be made. In the end, a machine was created that, when the bat was balanced at its center of mass on a V in the machine,  a lever would pull, releasing a spring-loaded spinner that would fully constrain the bat to the machine. Once constrained, a touch screen will prompt the weight of the bat and how far the end of the bat is from the V the center of mass is balanced. Once confirmed, the user would rotate the device unit it hits a button, where it will then be released with the MOI recorded and displayed. The universal bat hold showed success in a strong constraint for rotation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Problem Statment<\/h2>\n\n\n\n<p>The Houston Astros need a way to measure the <strong>moment of inertia (MOI)<\/strong> of baseball bats\u2014a key factor in swing feel and performance. Current tools only measure weight and length, missing critical data that affects player consistency and injury risk. There is no portable, accurate, or non-destructive MOI measurement device on the market. Our system fills this gap, giving the Astros a tool to <strong>optimize bat selection<\/strong> across players.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Requirments<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Portable<\/li>\n\n\n\n<li>Accommodate MLB bats of various shapes and designs&nbsp;<\/li>\n\n\n\n<li>Nondestructive&nbsp; &#8211; does not mark or damage the bat<\/li>\n\n\n\n<li>Must measure MOI, must have an electronic display&nbsp;<\/li>\n\n\n\n<li>Must be powered electronically (plug or battery) <\/li>\n\n\n\n<li>Doesn\u2019t require external computation <\/li>\n\n\n\n<li>Must repeat measurements accurately<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Specifcations <\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Final assembly less than 20lbf<\/li>\n\n\n\n<li>The maximum bat length it can measure: 40in<\/li>\n\n\n\n<li>The maximum bat weight it can measure: 4 oz<\/li>\n\n\n\n<li>The maximum bat diameter it can measure: 3in<\/li>\n\n\n\n<li>For multiple measurements of MOI relative to major bat axis, results within 1 standard deviation of the mean can have no greater than a 5% error relative to known MOI, and for 2 standard deviations, no more than 10%<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Design <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"631\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-17-1024x631.png\" alt=\"\" class=\"wp-image-201032\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-17-1024x631.png 1024w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-17-300x185.png 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-17-768x474.png 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-17.png 1474w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Final CAD Design<\/figcaption><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0589-3-768x1024.jpg\" alt=\"\" class=\"wp-image-201102\" style=\"width:768px;height:auto\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0589-3-768x1024.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0589-3-225x300.jpg 225w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0589-3-1152x1536.jpg 1152w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0589-3-1536x2048.jpg 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0589-3-scaled.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\">Final Assembly <\/figcaption><\/figure>\n<\/div>\n\n\n<p>The finalized&nbsp;device was fabricated&nbsp;using traditional machining equipment, and early prototypes were 3D printed to test fit and function, enabling rapid design iteration. A manufacturing readiness review and CAD support from experts helped refine the design for manufacturability, including components requiring low tolerancing. Final components were machined from Delrin and aluminum using tools like lathes, mills, and ProtoTRAK CNC to ensure precision and durability. Real-time design adjustments were made during assembly due to material delays, showcasing an agile and adaptive fabrication process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Testing<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Average MOI (oz*in^2)<\/mark><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Percent Error (%)<\/mark><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Standard Deviation (oz*in^2)<\/mark><\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\" colspan=\"3\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">Louisville Slugger Genuine RA13CD Houston Astros bat<\/mark><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">8519.20<\/td><td class=\"has-text-align-center\" data-align=\"center\">21.1<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.09<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\" colspan=\"3\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">Hollow Aluminum Tube (41 in length, 43.3 oz weight) &#8211; Calculated MOI: 9207 oz*in^2<\/mark><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">10295.66<\/td><td class=\"has-text-align-center\" data-align=\"center\">11.9<\/td><td class=\"has-text-align-center\" data-align=\"center\">267.04<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"361\" height=\"535\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-16.png\" alt=\"\" class=\"wp-image-200462\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-16.png 361w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/image-16-202x300.png 202w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Recommendations for Future Work<\/h2>\n\n\n\n<p>If we had an additional six months or another design cycle, we would focus on improving the system\u2019s overall accuracy and ease of use. Actions would be taken to try and reduce the size and weight of the device to enhance portability and make it more convenient for field use. Extended testing across a wider range of bats would allow the system to be fine-tuned for maximum consistency.<\/p>\n\n\n\n<p>Simulation tools such as Finite Element Analysis (FEA) could be incorporated into the design process to support these improvements. FEA could be used to model the spring wire constraint system, validate shoulder screw loading conditions, and predict contact stresses between the spring wire and the shoulder screws. Thread stress in the aluminum mounting plate could also be evaluated to ensure durability under cyclic loading. More broadly, simulation could help optimize the system\u2019s mechanical structure by identifying opportunities to reduce material use, lower weight, and improve stiffness without sacrificing strength. Integrating simulation-based design methods would allow a more systematic approach to enhancing the performance, reliability, and manufacturability of the device.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Acknowledgments<\/h2>\n\n\n\n<p>We would like to give a big thank you for all the help and guidance received throughout the semester. We couldn\u2019t have done it without the time dedicated by JJ Ruby, Christopher Muir, Chris Pratt, Jim Alkins, Sam Kriegsman, and Alex Prideaux.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Final Design Review<\/h2>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/FDR-1.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of FDR.\"><\/object><a id=\"wp-block-file--media-ae526b83-18bf-4358-b482-6c2e72cce97c\" href=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/FDR-1.pdf\">FDR<\/a><a href=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/FDR-1.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-ae526b83-18bf-4358-b482-6c2e72cce97c\">Download<\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Additional Photos<\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"201272\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0600-768x1024.jpg\" alt=\"\" class=\"wp-image-201272\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0600-768x1024.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0600-225x300.jpg 225w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0600-1152x1536.jpg 1152w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0600-1536x2048.jpg 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0600-scaled.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"201282\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-1024x768.jpg\" alt=\"\" class=\"wp-image-201282\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-1024x768.jpg 1024w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-300x225.jpg 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-768x576.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-1536x1152.jpg 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-2048x1536.jpg 2048w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0598-1920x1440.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"201302\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0592-768x1024.jpg\" alt=\"\" class=\"wp-image-201302\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0592-768x1024.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0592-225x300.jpg 225w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0592-1152x1536.jpg 1152w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0592-1536x2048.jpg 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0592-scaled.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"201312\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0591-768x1024.jpg\" alt=\"\" class=\"wp-image-201312\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0591-768x1024.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0591-225x300.jpg 225w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0591-1152x1536.jpg 1152w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0591-1536x2048.jpg 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0591-scaled.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"201292\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-1024x768.jpg\" alt=\"\" class=\"wp-image-201292\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-1024x768.jpg 1024w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-300x225.jpg 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-768x576.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-1536x1152.jpg 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-2048x1536.jpg 2048w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/IMG_0688-1920x1440.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Houston Astros need a way to measure the moment of inertia (MOI) of baseball bats\u2014a key factor in swing feel and performance. Current tools only measure weight and length, missing critical data that affects player consistency and injury risk. There is no portable, accurate, or non-destructive MOI measurement device on the market. Our system fills this gap, giving the Astros a tool to optimize bat selection across players.\u00a0<\/p>\n","protected":false},"author":17452,"featured_media":201402,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[4442,126],"tags":[],"coauthors":[21952,22112,22122,22132],"class_list":["post-187462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-archive","category-me-archive"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Baseball Testing Apparatus - Senior Design Day<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/baseball-testing-apparatus\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Baseball Testing Apparatus - Senior Design Day\" \/>\n<meta property=\"og:description\" content=\"The Houston Astros need a way to measure the moment of inertia (MOI) of baseball bats\u2014a key factor in swing feel and performance. Current tools only measure weight and length, missing critical data that affects player consistency and injury risk. There is no portable, accurate, or non-destructive MOI measurement device on the market. 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