fa مروری بر روش‌های تحلیل هجوم هشدار در فرآیندهای صنعتی: شناسایی الگو و بررسی شباهت شماره ویژه (رویکرد های نو در مهندسی کنترل) New approaches in control engineering پژوهشي Research paper <div style="text-align: justify;">ﺩﺭ ﺍﻳﻦ ﻣﻘﺎﻟﻪ، ﻣﺮﻭﺭ ﺭﻭﺵﻫﺎﻱ ﻣﺨﺘﻠﻒ ﺷﻨﺎﺳﺎﻳﻲ ﺍﻟﮕﻮ ﻭ ﺗﺠﺰﻳﻪ ﻭ ﺗﺤﻠﻴﻞ ﺷﺒﺎﻫﺖ ﺩﺭ ﺳﻴﺴﺘﻢﻫﺎﻱ ﻫﺸﺪﺍﺭ ﻭ ﺗﺎﺛﻴﺮ ﺍﻳﻦ ﺭﻭﺵﻫﺎ ﺩﺭ ﺑﻬﺒﻮﺩ ﻛﺎﺭﺍﻳﻲ ﺍﻳﻦ ﺳﻴﺴﺘﻢﻫﺎ، با تمرکز بر هجوم هشدار ﺍﺭﺍﺋﻪ ﺧﻮﺍﻫﺪ ﺷﺪ. ﺑﺎ ﺗﺠﺰﻳﻪ ﻭ ﺗﺤﻠﻴﻞ ﺍﻧﻮﺍﻉ ﻣﺨﺘﻠﻒ ﻫﺸﺪﺍﺭﻫﺎ ﻭ ﺍﻟﮕﻮﻫﺎﻱ ﺁﻧﻬﺎ، ﺍﻣﻜﺎﻥ ﭘﻴﺶﺑﻴﻨﻲﻫﺎﻱ ﺩﻗﻴﻖﺗﺮ، ﻭﺍﻛﻨﺶ ﺑﻪ ﻣﻮﻗﻊ ﻭ ﺑﻬﺒﻮﺩ ﻧﮕﻬﺪﺍﺭﻱ ﺳﻴﺴﺘﻢ ﻓﺮﺍﻫﻢ ﻣﻲﺷﻮﺩ. ﻫﻤﭽﻨﻴﻦ ﺩﺭ ﺍﻳﻦ ﻣﻘﺎﻟﻪ ﺑﻪ ﭘﻴﺸﺮﻓﺖﻫﺎﻱ ﺍﺧﻴﺮ ﻓﻨﺎﻭﺭﻱ ﻛﻪ ﺍﻳﻦ ﺭﻭﺵﻫﺎ ﺭﺍ ﺗﻘﻮﻳﺖ ﻛﺮﺩﻩﺍﻧﺪ ﺍﺷﺎﺭﻩ ﻣﻲﺷﻮﺩ. ﺑﻪ ﻃﻮﺭ ﺧﺎﺹ ﻧﻘﺶ ﭘﻴﺸﺮﻓﺖﻫﺎﻱ ﺍﺧﻴﺮ ﺩﺭ ﺣﻮﺯﻩ ﻫﻮﺵ ﻣﺼﻨﻮﻋﻲ ﻭ ﻳﺎﺩﮔﻴﺮﻱ ﻣﺎﺷﻴﻦ ﺩﺭ ﺑﻬﺒﻮﺩ ﺭﻭﺵﻫﺎﻱ ﺷﻨﺎﺳﺎﻳﻲ ﺍﻟﮕﻮ ﻭ ﺗﺠﺰﻳﻪ ﻭ ﺗﺤﻠﻴﻞ ﺷﺒﺎﻫﺖ به ویژه در زمان هجوم هشدار ﺑﺮﺭﺳﻲ ﺧﻮﺍﻫﺪ ﺷﺪ. ﺍﺳﺘﻔﺎﺩﻩ ﺍﺯ ﺍﻳﻦ ﻓﻨﺎﻭﺭﻱﻫﺎﻱ ﻧﻮﻳﻦ در ﺳﻴﺴﺘﻢﻫﺎﻱ ﻣﺪﻳﺮﻳﺖ ﻫﺸﺪﺍﺭ ﺳﻨﺘﻲ ﺭﺍﻩ ﺭﺍ ﺑﺮﺍﻱ ﺑﻬﺒﻮﺩ ﻗﺎﺑﻞ ﺗﻮﺟﻪ ﺩﺭ ﺍﻳﻤﻨﻲ ﺻﻨﻌﺘﻲ ﻫﻤﻮﺍﺭ ﻣﻲﻛﻨﺪ. ﺩﺭ ﺍﻳﻦ ﺭﺍﺳﺘﺎ ﻧﻤﻮﻧﻪﻫﺎﻳﻲ ﺍﺯ ﺻﻨﺎﻳﻊ ﻣﺨﺘﻠﻒ ﺑﺮﺍﻱ ﻣﺸﺨﺺ ﺷﺪﻥ ﻛﺎﺭﺑﺮﺩ ﻋﻤﻠﻲ ﻭ ﺗﺄﺛﻴﺮ ﺍﻳﻦ ﺭﻭﺵﻫﺎ ﻋﻨﻮﺍﻥ ﺧﻮﺍﻫﺪ ﺷﺪ.</div> <div style="text-align: justify;">In this paper, recently proposed methods of pattern recognition and similarity analysis in alarm management systems are reviewed, and the impact of these methods on improving the efficiency of these systems, with emphasis on alarm floods, is discussed. Various types of alarms and their patterns are analyzed, highlighting the potential for more precise predictions, timely response strategies, and improvements in system maintenance. The technological advancements that have strengthened these methods are explained. More specifically, the role of recent advancements in artificial intelligence and machine learning in enhancing pattern recognition and similarity analysis, especially during alarm floods, is studied. The combination of these modern technologies with traditional alarm management systems paves the way for significant improvements in industrial safety. Examples from various industries are provided to demonstrate the practical application and impact of these methods.</div> ﺳﻴﺴﺘﻢﻫﺎﻱ ﻣﺪﻳﺮﻳﺖ ﻫﺸﺪﺍﺭ, هجوم ﻫﺸﺪﺍﺭ, ﺷﻨﺎﺳﺎﻳﻲ ﺍﻟﮕﻮ, ﺗﺠﺰﻳﻪ ﻭ ﺗﺤﻠﻴﻞ ﺷﺒﺎﻫﺖ, ﺍﻳﻤﻨﻲ ﺻﻨﻌﺘﻲ. Alarm management systems, Alarm flood, Pattern recognition, Similarity analysis, Industrial safety. 113 127 http://joc.kntu.ac.ir/browse.php?a_code=A-10-302-2&slc_lang=fa&sid=1 Mohammad Hossein Roohi محمد حسین روحی roohi@ualberta.ca 10031947532846009460 10031947532846009460 No Isfahan University of Technology دانشکده مهندسی برق و کامپیوتر، دانشگاه صنعتی اصفهان،اصفهان، ایران Iman Izadi ایمان ایزدی iman.izadi@iut.ac.ir 10031947532846009461 10031947532846009461 Yes Isfahan University of Technology دانشکده مهندسی برق و کامپیوتر، دانشگاه صنعتی اصفهان،اصفهان، ایران