{"id":226,"date":"2014-04-16T10:05:18","date_gmt":"2014-04-16T10:05:18","guid":{"rendered":"http:\/\/www.www.lasar.polimi.it\/?page_id=226"},"modified":"2026-07-05T20:14:20","modified_gmt":"2026-07-05T20:14:20","slug":"title-test","status":"publish","type":"page","link":"https:\/\/www.lasar.polimi.it\/?page_id=226","title":{"rendered":"RELIABILITY ENGINEERING AND QUANTITATIVE RISK ANALYSIS A+B  and  SAFETY IN MOBILITY &#8211; notes"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>INSTRUCTOR:<em>&nbsp;ENRICO ZIO<\/em><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LECTURES<\/strong><br><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/02\/1-Reliability-Safety-and-Risk-2026.pdf\">1. Reliability, Safety and Risk<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Reliability-of-simple-systems.pdf\">2. Reliability of Simple Systems<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/07-Availability.pdf\">3. Availability of Simple Systems<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/08-FTA-version-2.0-no-solutions.pdf\">4. Fault Tree Analysis<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Lecture_Event-Tree-Analysi_students.pdf\">5. Event Tree Analysis<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Markov_Chain_PART_I_discrete_time_Stud.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Markov_Chain_PART_I_discrete_time_Stud.pdf\">6. Markov Chains &#8211; Part I<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Markov_Chain_PART_II_continuous_time_stud.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Markov_Chain_PART_II_continuous_time_stud.pdf\">7. Markov Chains &#8211; Part II<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/10a-Monte-Carlo-Simulation-Part-1-experimental-reduced-no-examples.pdf\">8. Monte Carlo Simulation &#8211; Part I<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Monte-Carlo-Simulation-Part-II-MN.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Monte-Carlo-Simulation-Part-II-MN.pdf\">9. Monte Carlo Simulation &#8211; Part II<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Fault_Detection_AAKR_PCA_stud.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Fault_Detection_AAKR_PCA_stud.pdf\">10. Fault detection methods<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Fault_diagnostics_methods.pdf\">11. Fault diagnostics methods<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/Bayesian-Networks_Lecture_Part_1_stud.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/Bayesian-Networks_Lecture_Part_1_stud.pdf\">12. Bayesian Networks &#8211; Part I<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/Bayesian-Networks_Lecture_Part_2.pdf\">13. Bayesian Networks &#8211; Part II<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2026_Importance_Measures-MN-To-be-uploaded.pdf\">14. Importance Measures<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2026_Dependent-failures-MN-To-be-uploaded.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2026_Dependent-failures-MN-To-be-uploaded.pdf\">15. Dependent Failures<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">16. <a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/1_Para_est_frequentist-to-be-uploaded.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/1_Para_est_frequentist-to-be-uploaded.pdf\">Parameter Estimation part 1<\/a> &#8211; <a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2_Para_est_bayesian-to-be-uploaded.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2_Para_est_bayesian-to-be-uploaded.pdf\">Parameter Estimation part 2<\/a> &#8211; <a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/3_Para_est_dep_failures-to-be-uploaded.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/3_Para_est_dep_failures-to-be-uploaded.pdf\">Parameter Estimation part 3<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading has-medium-font-size\">RECORDINGS<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/091c2c2fb17c4224a41f6e55717e4e4f\/playback\">Recording 23\/02\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/dbd90c8254764c1eabee0ef036173f9d\/playback\">Recording 27\/02\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/cf9f4712a72543e7b5353a332765c846\/playback\">Recording 02\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/25ee390c53cc41419f16b58c0252dce4\/playback\">Recording 06\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/71b2727f10b7426a970272c71af64ce7\/playback\">Recording 09\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/d6de7acf563646fdbf8d09abd20de81c\/playback\" data-type=\"link\" data-id=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/d6de7acf563646fdbf8d09abd20de81c\/playback\">Recording 13\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/cd8d9ce5fb7944568b7297e8d8a8ab8c\/playback\">Recording 16\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/ca1e605c27b04390898bbcd47c215b27\/playback\">Recording 20\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/2e0effb38e0b4fd6befa18f3e57b9ef5\/playback\">Recording 23\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/9751e3caaf294fcbb724c317d47a1ff6\/playback\" data-type=\"link\" data-id=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/9751e3caaf294fcbb724c317d47a1ff6\/playback\">Recording 27\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/180add8c1ff44138ac867402f27e9478\/playback\">Recording 30\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/f60c86f8fab143b793b61a98d3b91669\/playback\">Recording 10\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/1097ae9ad0f2426cbfc037618b820c82\/playback\">Recording 13\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/335daeac56044c9f9f1b558722fd11bb\/playback\" data-type=\"link\" data-id=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/335daeac56044c9f9f1b558722fd11bb\/playback\">Recording 17\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/441f09c68d584ac78b330c09a0241096\/playback\">Recording 20\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/6ebc25bf3b5c4abfadb44e39a02f9e0d\/playback\">Recording 24\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/39efacfa2efb4056ad293e413086a972\/playback\" data-type=\"link\" data-id=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/39efacfa2efb4056ad293e413086a972\/playback\">Recording 27\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/80d6628f8f184cc481542ead4c425451\/playback\">Recording 04\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/8c9ae381230d4f8e81e136dd8f697ef6\/playback\">Recording 08\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/4c4277993ac548ca8dee689daf2fa178\/playback\">Recording 11\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/e67bf3cd0a0548a89176c8d22644422b\/playback\">Recording 15\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/9497824dee46470daa084bfd9a9b53ad\/playback\">Recording 18\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/20c3d76dbe5146a0830bda9868babd84\/playback\" data-type=\"link\" data-id=\"https:\/\/politecnicomilano.webex.com\/recordingservice\/sites\/politecnicomilano\/recording\/20c3d76dbe5146a0830bda9868babd84\/playback\">Recording 25\/05\/2026<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>EXERCISES<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/02\/Exercise_Session_27-02-2026_Stud.pdf\">Exercise session 27\/02\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Exercises-system-rel-and-avail_Stud.pdf\">Exercise session 13\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/FTA_ETA_Exercise_Session_NO_SOLUTIONS.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/FTA_ETA_Exercise_Session_NO_SOLUTIONS.pdf\">Exercise session 20\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Exercise-Markov-Chain.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/03\/Exercise-Markov-Chain.pdf\">Exercise session 30\/03\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/MC_exercise-session-students-zio.pdf\">Exercise session 17\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Exercise_Fault_Detection_stud.zip\">Exercise session 24\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/Exercise_Session_Fault_dagnostics_stud.zip\">Exercise session 27\/04\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/BN_Exercise_Session_Students.pdf\">Exercise session 11\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2026_Exercise-parameters-estimates_NO_SOLUTIONs.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/2026_Exercise-parameters-estimates_NO_SOLUTIONs.pdf\">Exercise session &#8211; parameter estimation<\/a> &#8211; <a href=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/Non-informative-Priors-MN-2026.pdf\" data-type=\"link\" data-id=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/Non-informative-Priors-MN-2026.pdf\">priors table<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/05\/Exam-Practice-29-05-2026-stud.pdf\">Exam Practice 29\/05\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">______________________________________________________________________<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>MEDIA<\/strong><br>End of course party &#8211; Mobility engineering<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076-1024x768.jpg\" alt=\"\" class=\"wp-image-7777\" srcset=\"https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076-1024x768.jpg 1024w, https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076-300x225.jpg 300w, https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076-768x576.jpg 768w, https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076-1536x1152.jpg 1536w, https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076-155x116.jpg 155w, https:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042076.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"478\" style=\"aspect-ratio: 848 \/ 478;\" width=\"848\" controls src=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/04\/1000042078.mp4\"><\/video><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">______________________________________________________________________<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>EXAM RESULTS<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/06\/Results_Reliability_11_06_2026.pdf\">Reliability Exam Results &#8211; 11\/06\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.lasar.polimi.it\/wp-content\/uploads\/2026\/07\/Results_mobility_26_06_2026.pdf\">Mobility Exam Results &#8211; 26\/06\/2026<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>INSTRUCTOR:&nbsp;ENRICO ZIO LECTURES1. Reliability, Safety and Risk 2. Reliability of Simple Systems 3. Availability of Simple Systems 4. Fault Tree Analysis 5. Event Tree Analysis 6. Markov Chains &#8211; Part I 7. Markov Chains &#8211; Part II 8. Monte Carlo Simulation &#8211; Part I 9. Monte Carlo Simulation &#8211; Part [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-226","page","type-page","status-publish","hentry"],"a3_pvc":{"activated":false,"total_views":12894,"today_views":0},"_links":{"self":[{"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=\/wp\/v2\/pages\/226","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=226"}],"version-history":[{"count":522,"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=\/wp\/v2\/pages\/226\/revisions"}],"predecessor-version":[{"id":8033,"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=\/wp\/v2\/pages\/226\/revisions\/8033"}],"wp:attachment":[{"href":"https:\/\/www.lasar.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=226"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}