10ÔÂ9ÈÕ£¬¹ú¼Ê¶¥¼¶Ñ§ÊõÆÚ¿¯Mechanical Systems and Signal Processing(MSSP£©¿¯·¢ÁËÑDz©°²È«Óб£ÕÏÖÇÄܲÄÁÏÓë½á¹¹½¡¿µ¼à²âÍŶÓ×îÐÂÑо¿³É¹û¡°Early-age concrete strength monitoring using smart aggregate based on electromechanical impedance and machine learning¡±£¨»ùÓÚ»úµç×迹ºÍ»úÆ÷ѧϰµÄÖÇÄܹÇÁÏÔçÆÚ»ìÄýÍÁÇ¿¶È¼à²â£©¡£¸Ã³É¹ûÓÉÑDz©°²È«Óб£ÕÏÂÞÃ÷è°½ÌÊÚ¼°ÆäÖ¸µ¼µÄ˶ʿÑо¿ÉúÀî¹âƽºÍ´óÁ¬Àí¹¤´óѧÀîΰ½Ü²©Ê¿ºÏ×÷Íê³É£¬ÏîÄ¿µÃµ½Á˹ú¼Ò×ÔÈ»¿ÆÑ§»ù½ðÖ§³Ö¡£

ÖÇÄܹÇÁϵÄѹµç×迹ģÐÍ

CNN¼Ü¹¹

ʵÑéÁ÷³Ìͼ

»ìÄýÍÁÊÔÑùÄ£ÐÍ

¸Ã³É¹ûÊ״ν«Ñ¹µç×迹Óë»úÆ÷ѧϰÏà½áºÏµÄ·½·¨Ó¦ÓÃÓÚÔçÆÚ»ìÄýÍÁµÄÇ¿¶È¼à²â£¬²¢ÔÚ´Ë»ù´¡ÉÏ¿ªÕ¹ÁËÊýֵģÄ⡢ʵÑéÑéÖ¤¡¢Ä£ÐÍÐÔÄÜÖ¸±ê¶Ô±È·ÖÎöÒÔ¼°¶ÔÆäËü´óÐͽṹµÄËðÉ˼à²âÒâÒåµÄ·ÖÎö¹¤×÷¡£ÂÛÎÄÌá³öÁËÒ»ÖÖÔ¤²âºÍ¼à²â»ìÄýÍÁÇ¿¶È·¢Õ¹µÄз½·¨£¬Æä»ù±¾Ë¼ÏëÊÇʹÓÃǶÈëʽÖÇÄܹÇÁÏ£¨SA£©£¬½áºÏ»úµç×迹£¨EMI£©¼¼ÊõºÍ»úÆ÷ѧϰÀ´¼à²âÔçÆÚ»ìÄýÍÁµÄÇ¿¶È·¢Õ¹¡£Ê״ν¨Á¢ÁËÂñÖÃSAµÄµç´Å¸ÉÈÅÄ£ÐÍ£¬Ñо¿ÁËSAµÄµçµ¼¹²ÕñƵÂÊ£¨CRF£©ºÍµçµ¼¹²Õñ·å£¨CRP£©Óë»ìÄýÍÁÇ¿¶È·¢Õ¹µÄ¹ØÏµ¡£½¨Á¢ÁË»ìºÏÄ£ÐÍ£¨LR-CNN£©²¢Çҳɹ¦ÑéÖ¤Á˸ÃÄ£Ð͵ÄÁ¼ºÃÐÔÄÜ£¬ÔÚʵÏÖ¶Ô»ìÄýÍÁÇ¿¶È·¢Õ¹µÄ¶¨Á¿Ô¤²âͬʱ£¬±È½ÏÁËLR-CNNÄ£ÐÍºÍÆäËû»ìºÏÄ£Ð͵ÄÐÔÄÜÖ¸±ê£¬¸Ã·½·¨¼òµ¥¡¢×¼È·¡¢¶¨Á¿¡¢¿É¿¿£¬¾ßÓйãÀ«µÄÓ¦ÓÃǰ¾°¡£
ÑDz©°²È«Óб£ÕÏÖÇÄܲÄÁÏÓë½á¹¹½¡¿µ¼à²âÍŶÓÓÚ2010Äê»ñÅúºþ±±Ê¡ÓÅÐãÖÐÇàÄê¿Æ¼¼´´ÐÂÍŶӼƻ®ÏîÄ¿£¬ÍŶÓÀúÀ´ÖØÊÓѧ¿Æ½»²æÓ¦Óã¬Ìرð×¢ÖØÈ˹¤ÖÇÄÜÔÚ´«Í³Ñ§¿ÆÁìÓòµÄÓ¦ÓÃÑо¿¡£½ñÄê6Ô£¬ÂÞÃ÷è°½ÌÊÚÍŶÓÑо¿ÉúÀîÎÊÖÜÔÚ¹ú¼ÊÖªÃûѧÊõÆÚ¿¯Smart Materials and Structures£¨JCR1Çø£¬Ó°ÏìÒò×Ó4.131£©ÉÏ·¢±íÌâΪ¡°Early-age concrete strength development monitoring using piezoelectric self-emission and detection (SED) and coda wave energy (CWE)¡±µÄÑо¿ÂÛÎÄ£¬±¾´ÎÑо¿³É¹ûÔÚMSSPµÄ¿¯·¢ÊǸÃÍŶÓÈ¡µÃµÄÓÖÒ»¸ö±êÖ¾ÐԳɹû£¬Á½ÏîÑо¿³É¹û¾ùÔÚÐÅÏ¢¿ÆÑ§ºÍÍÁľ¹¤³Ì½»²æÁìÓò½áºÏÈ˹¤ÖÇÄܼ¼ÊõÈ¡µÃ¡£

MSSPÊÇ»úе¡¢º½¿Õº½ÌìºÍÍÁľ¹¤³ÌÁìÓòµÄ¿çѧ¿ÆÆÚ¿¯£¬Ö¼ÔÚ±¨µÀ¶¯Ì¬ÏµÍ³µÄ´«¸Ð¡¢ÒÇÆ÷¡¢ÐźŴ¦Àí¡¢½¨Ä£ºÍ¿ØÖƵÄм¼ÊõËù´øÀ´µÄ×î¸ßÖÊÁ¿µÄ¿ÆÑ§½ø²½¡£MSSPµÄÂÛÎÄÓ¦¸Ã¶Ô¹¤³Ì֪ʶ×ö³öÃ÷ÏÔµÄÔ´´ÐÔ¹±Ï×£¬±ØÐëÊÇÔڼȶ¨·½·¨»ù´¡ÉϵÄÖØ´ó½ø²½¡£ÌرðÐèÒªµÄÊǰüÀ¨ÀíÂÛºÍʵÑéÁ½·½ÃæµÄÂÛÎÄ£¬»òÕß°üÀ¨Óëʵ¼ÊÓ¦Óø߶ÈÏà¹ØµÄÀíÂÛ²ÄÁϵÄÂÛÎÄ¡£MSSPÊÇÒÔÉÏÁìÓòµÄÁìµ¼Õߣ¬Ó°ÏìÒò×ÓΪ8.934£¬ÖпÆÔº·ÖÇø1Çø£¬TopÆÚ¿¯¡£