{"id":5816,"date":"2022-08-09T16:00:00","date_gmt":"2022-08-09T16:00:00","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2022\/08\/09\/solving-a-longstanding-conundrum-in-heat-transfer\/"},"modified":"2022-08-09T16:00:00","modified_gmt":"2022-08-09T16:00:00","slug":"solving-a-longstanding-conundrum-in-heat-transfer","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2022\/08\/09\/solving-a-longstanding-conundrum-in-heat-transfer\/","title":{"rendered":"Solving a longstanding conundrum in heat transfer"},"content":{"rendered":"<p>Author: Poornima Apte | Department of Nuclear Science and Engineering<\/p>\n<div>\n<p>It is a problem that has beguiled scientists for a century. But, buoyed by a $625,000 <a href=\"http:\/\/web.mit.edu\/nse\/news\/2022\/bucci-distinguished-career-award.html\">Distinguished Early Career Award<\/a> from the U.S. Department of Energy (DoE),\u00a0<a href=\"https:\/\/web.mit.edu\/nse\/people\/faculty\/bucci.html\">Matteo Bucci<\/a>, an associate professor in the Department of Nuclear Science and Engineering (NSE), hopes to be close to an answer.<\/p>\n<p><strong>Tackling the boiling crisis<\/strong><\/p>\n<p>Whether you\u2019re heating a pot of water for pasta or are designing nuclear reactors, one phenomenon \u2014 boiling \u2014 is vital for efficient execution of both processes.<\/p>\n<p>\u201cBoiling is a very effective heat transfer mechanism; it\u2019s the way to remove large amounts of heat from the surface, which is why it is used in many high-power density applications,\u201d Bucci says. An example use case: nuclear reactors.<\/p>\n<p>To the layperson, boiling appears simple \u2014 bubbles form and burst, removing heat. But what if so many bubbles form and coalesce that they form a band of vapor that prevents further heat transfer? Such a problem is a known entity and is labeled the boiling crisis. It would lead to runaway heat, and a failure of fuel rods in nuclear reactors. So \u201cunderstanding and determining under which conditions the boiling crisis is likely to happen is critical to designing more efficient and cost-competitive nuclear reactors,\u201d Bucci says.<\/p>\n<p>Early work on the boiling crisis dates back nearly a century ago, to 1926. And while much work has been done, \u201cit is clear that we haven\u2019t found an answer,\u201d Bucci says. The boiling crisis remains a challenge because while models abound, the measurement of related phenomena to prove or disprove these models has been difficult. \u201c[Boiling] is a process that happens on a very, very small length scale and over very, very short times,\u201d Bucci says. \u201cWe are not able to observe it at the level of detail necessary to understand what really happens and validate hypotheses.\u201d<\/p>\n<p>But, over the past few years, Bucci and his team have been developing diagnostics that can measure the phenomena related to boiling and thereby provide much-needed answers to a classic problem. Diagnostics are anchored in infrared thermometry and a technique using visible light. \u201cBy combining these two techniques I think we\u2019re going to be ready to answer standing questions related to heat transfer, we can make our way out of the rabbit hole,\u201d Bucci says. The grant award from the U.S. DoE for Nuclear Energy Projects will aid in this and Bucci\u2019s other research efforts.<\/p>\n<p><strong>An idyllic Italian childhood<\/strong><\/p>\n<p>Tackling difficult problems is not new territory for Bucci, who grew up in the small town of Citt\u00e0 di Castello near Florence, Italy. Bucci\u2019s mother was an elementary school teacher. His father used to have a machine shop, which helped develop Bucci\u2019s scientific bent. \u201cI liked LEGOs a lot when I was a kid. It was a passion,\u201d he adds.<\/p>\n<p>Despite Italy going through a severe pullback from nuclear engineering during his formative years, the subject fascinated Bucci. Job opportunities in the field were uncertain but Bucci decided to dig in. \u201cIf I have to do something for the rest of my life, it might as well be something I like,\u201d he jokes. Bucci attended the University of Pisa for undergraduate and graduate studies in nuclear engineering.<\/p>\n<p>His interest in heat transfer mechanisms took root during his doctoral studies, a research subject he pursued in Paris at the French Alternative Energies and Atomic Energy Commission (CEA). It was there that a colleague suggested work on the boiling water crisis. This time Bucci set his sights on NSE at MIT and reached out to Professor Jacopo Buongiorno to inquire about research at the institution. Bucci had to fundraise at CEA to conduct research at MIT. He arrived just a couple of days before the Boston Marathon bombing in 2013 with a round-trip ticket. But Bucci has stayed ever since, moving on to become a research scientist and then associate professor at NSE.<\/p>\n<p>Bucci admits he struggled to adapt to the environment when he first arrived at MIT, but work and friendships with colleagues \u2014 he counts NSE\u2019s\u00a0<a href=\"https:\/\/web.mit.edu\/nse\/news\/spotlights\/2018\/guanyu-su.html\">Guanyu Su<\/a>\u00a0and Reza Azizian as among his best friends \u2014 helped conquer early worries.<\/p>\n<p><strong>The integration of artificial intelligence<\/strong><\/p>\n<p>In addition to diagnostics for boiling, Bucci and his team are working on ways of integrating artificial intelligence and experimental research. He is convinced that \u201cthe integration of advanced diagnostics, machine learning, and advanced modeling tools will blossom in a decade.\u201d<\/p>\n<p>Bucci\u2019s team is developing an autonomous laboratory for boiling heat transfer experiments. Running on machine learning, the setup decides which experiments to run based on a learning objective the team assigns. \u201cWe formulate a question and the machine will answer by optimizing the kinds of experiments that are necessary to answer those questions,\u201d Bucci says, \u201cI honestly think this is the next frontier for boiling,\u201d he adds.<\/p>\n<p>\u201cIt\u2019s when you climb a tree and you reach the top, that you realize that the horizon is much more vast and also more beautiful,\u201d Bucci says of his zeal to pursue more research in the field.<\/p>\n<p>Even as he seeks new heights, Bucci has not forgotten his origins. Commemorating Italy\u2019s hosting of the World Cup in 1990, a series of posters showcasing a soccer field fitted into the Roman Colosseum occupies pride of place in his home and office. Created by\u00a0<a href=\"https:\/\/www.guggenheim.org\/artwork\/artist\/alberto-burri\">Alberto Burri<\/a>, the posters are of sentimental value: The (now deceased) Italian artist also hailed from Bucci\u2019s hometown \u2014 Citt\u00e0 di Castello.<\/p>\n<\/div>\n<p><a href=\"https:\/\/news.mit.edu\/2022\/solving-longstanding-conundrum-heat-transfer-0809\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Poornima Apte | Department of Nuclear Science and Engineering It is a problem that has beguiled scientists for a century. But, buoyed by a [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2022\/08\/09\/solving-a-longstanding-conundrum-in-heat-transfer\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":466,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[24],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5816"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=5816"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5816\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/469"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=5816"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=5816"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=5816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}