{"id":3214,"date":"2023-07-03T19:58:00","date_gmt":"2023-07-03T10:58:00","guid":{"rendered":"http:\/\/tuat-chemphys.net\/?p=3214"},"modified":"2023-07-03T19:58:00","modified_gmt":"2023-07-03T10:58:00","slug":"7-11-seminar-control-with-limited-process-information-prof-shardt-technical-univ-of-ilmenau-germany-%e3%83%97%e3%83%ad%e3%82%bb%e3%82%b9%e6%83%85%e5%a0%b1%e3%81%ae%e5%88%b6%e9%99%90%e3%81%a7","status":"publish","type":"post","link":"https:\/\/tuat-chemphys.net\/?p=3214","title":{"rendered":"(7\/11) Seminar: Control With Limited Process Information (Prof. Shardt, Technical Univ. of Ilmenau, Germany) \u30d7\u30ed\u30bb\u30b9\u60c5\u5831\u306e\u5236\u9650\u3067\u306e\u5236\u5fa1"},"content":{"rendered":"\n

2023\/7\/11\uff08\u706b\uff0913:10-14:20<\/p>\n\n\n\n

\u5c0f\u91d1\u4e95\u30ad\u30e3\u30f3\u30d1\u30b9 4 \u53f7\u9928 3 \u968e 336 \u5ba4<\/p>\n\n\n\n

13:15-14:30 \u300cControl With Limited Process Information\u300d \u30d7\u30ed\u30bb\u30b9\u60c5\u5831\u306e\u5236\u9650\u3067\u306e\u5236\u5fa1<\/p>\n\n\n\n

Dr. Yuri A.W. Shardt, <\/strong><\/p>\n\n\n\n

Professor, Department of Automation Engineering, Technical University of Ilmenau, Germany<\/p>\n\n\n\n

With the increasing interconnections in chemical plants, the need for accurate control becomes more important. However, accurate control requires accurate process information. Unfortunately, such highly accurate information may not always be available, for example, the concentration of multiphase mixtures can be difficult to measure online sensors. Instead, the most accurate values are obtained using laboratory analysis, which not only takes time, but cannot be performed as often as would be required. One common solution is the use of soft sensors that take the available process information and provide a forecast or prediction of the difficult-to-measure variables. Soft sensors are essentially a mathematical model relating the easy-to-measure variables with the difficult-to-measure variables. These models are developed using methods ranging from simple regression analysis to the most complex machine learning and artificial intelligence. However, not only must the models be accurate, but the configuration of the soft-sensor system within the overall process must be considered. An improper configuration can lead to poor overall soft-sensor forecasts. Additional concerns include updating the models as the underlying process changes over time. Such methods such as adaptive learning, just-in-time modelling, or re-identification can be considered. This presentation will focus on providing an overview of soft sensors, their application, and future directions<\/p>\n\n\n\n

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\n
\"\"<\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"

2023\/7\/11\uff08\u706b\uff0913:10-14:20 \u5c0f\u91d1\u4e95\u30ad\u30e3\u30f3\u30d1\u30b9 4 \u53f7\u9928 3 \u968e 336 \u5ba4 13:15-14:30 \u300cControl With Limited Process Information\u300d \u30d7\u30ed\u30bb\u30b9\u60c5\u5831\u306e\u5236\u9650\u3067\u306e\u5236\u5fa1 Dr. Yuri A.W. Shardt, Professor,<\/p>\n","protected":false},"author":3,"featured_media":3216,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[8],"tags":[13,16],"class_list":["post-3214","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-guest-seminar","tag-eco-friendly-systems","tag-measurement-devices"],"jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":7204,"url":"https:\/\/tuat-chemphys.net\/?p=7204","url_meta":{"origin":3214,"position":0},"title":"\u65b0\u520a\u7d39\u4ecb\uff1a\u300e\u5b9f\u8df5\u30d7\u30ed\u30bb\u30b9\u30b7\u30b9\u30c6\u30e0\u5de5\u5b66\u300fNew Book Release: Practical Process Systems Engineering","author":"unet","date":"2026-04","format":false,"excerpt":"\u91d1\u5c1a\u5f18\u5148\u751f\u3089\u306e\u300e\u5b9f\u8df5\u30d7\u30ed\u30bb\u30b9\u30b7\u30b9\u30c6\u30e0\u5de5\u5b66\u300f\u520a\u884c\uff01\u5316\u5b66\u30d7\u30e9\u30f3\u30c8\u8a2d\u8a08\u30fb\u904b\u8ee2\u30fb\u6700\u9069\u5316\u306b\u5fc5\u9808\u306ePSE\u3092\u3001\u57fa\u790e\u304b\u3089\u5b9f\u52d9\u307e\u3067\u7db2\u7f85\u3057\u305f\u5b9f\u8df5\u30c6\u30ad\u30b9\u30c8\u3002\u5b66\u751f\u30fb\u6280\u8853\u8005\u306e\u5b66\u3073\u76f4\u3057\u306b\u3082\u6700\u9069\u3002 Practical Process Systems Engineering by Dr. Sang-Hong Kim is out! 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Perfect for students & engineers.","rel":"","context":"In "Books"","block_context":{"text":"Books","link":"https:\/\/tuat-chemphys.net\/?cat=1"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/tuat-chemphys.net\/wp-content\/uploads\/2026\/01\/image-13.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":8361,"url":"https:\/\/tuat-chemphys.net\/?p=8361","url_meta":{"origin":3214,"position":1},"title":"\u7b2c3\u56de \u793e\u4f1a\u4eba\u30fb\u7814\u7a76\u6280\u8853\u8005\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u30bb\u30df\u30ca\u30fc\u3000\u69cb\u9020\u5f62\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u6a2a\u65ad\u3068\u5275\u767a \uff0d \u7c92\u5b50\u30fb\u5149\u30fb\u91cf\u5b50\u304b\u3089\u62d3\u304f\u6a5f\u80fd\u6750\u6599\u8a2d\u8a08\uff0d2026\/12\/7 Functional Materials Design from Particles, Photonics, and Quantum Materials (Four Seminars)","author":"unet","date":"2026-10","format":false,"excerpt":"\u3000\u7b2c3\u56de 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