Ꮫ⾡ಠ▔ࢩࢫࢸ Ꮫ⾡ಠ▔ࢩࢫࢸ

(1)

ᖹᡂ㸰㸱ᖺᗘ ⯟✵ࣉࣟࢢ࣒ࣛࢢ࣮ࣝࣉබເᆺ◊✲

㸦ᅜ⏘᪑ᐈᶵ㧗ᛶ⬟໬ᢏ⾡◊✲㛤Ⓨ㸧㸦ᅜ⏘᪑ᐈᶵ㧗ᛶ⬟໬ᢏ⾡◊✲㛤Ⓨ㸧

Ꮫ⾡ಠ▔ࢩࢫࢸ Ꮫ⾡ಠ▔ࢩࢫࢸ

࣒ࢆᛂ⏝ࡋࡓ

⯟✵⏘ᴗᢏ⾡

࣮ࣟࢻ࣐ࢵࣉ

ᵓ⠏ᨭ᥼ࡢ◊✲

ᮾி኱Ꮫ ⥲ᣓࣉࣟࢪ࢙ࢡࢺᶵᵓ ⯟✵࢖ࣀ࣮࣋ࢩࣙࣥ⥲ᣓᐤ௜ㅮᗙ

≉௵◊✲ဨ ୰ᮧ⿱Ꮚ

ࢫࢣࢪ࣮ࣗࣝ

ࣜࣥࢡ࣐࢖ࢽࣥࢢࢆ

฼⏝ࡋ⯟✵ᕤᏛ୺せ ࢪ࣮ࣕࢼࣝࡢศᯒ

⯟✵ᕤᏛྛศ 㔝◊✲⪅࡬ࡢ

ࣄ࢔ࣜࣥࢢ

ࣜࣥࢡ࣐࢖ࢽࣥࢢࢆ

฼⏝ࡋ⯟✵ᕤᏛ୺せ

≉チࡢศᯒ

⯟✵ᕤᏛྛศ 㔝ᢏ⾡⪅࡬ࡢ

ࣄ࢔ࣜࣥࢢ

≉チ ศᯒ ࢔ࣜ ࢢ

ᮦᩱ㸭ᵓ㐀ࠊὶయᕤᏛࠊᶵᲔᕤᏛࠊ

໬Ꮫศ㔝࡛ࡢືྥศᯒཬࡧ⯟✵ࡢ

'HF 'HF

໬Ꮫศ㔝࡛ࡢືྥศᯒཬࡧ⯟✵ࡢ

ྠศ㔝ࡢືྥ࡜ࡢẚ㍑

࢚ࣥࢪࣥศ㔝ࢆ౛࡜ࡋࡓㄽᩥ࡜≉

チࡢヲ⣽ẚ㍑

᪂ࡓ࡞ศ㔝ᶓ᩿࡞࡝ࡢ ᡓ␎᳨ウཬࡧᥦ᱌

(2)

ཝࡋ࠸㐠⯟஦ᴗ

➇த

⎔ቃၥ㢟࡬ࡢ

➇த ㈐௵㈐௵

ࡉࡽ࡟

࣮ࣟࢻ࣐ࢵࣉసᡂ㸭ศ㔝ᶓ᩿ᆺ༠ຊ ᚑ᮶ࡢ௙᥃ࡅ᪉ἲ

ᚑ᮶ࡢ௙᥃ࡅ᪉ἲ

ᑓ㛛ᐙ

࣮࣡ࢡࢩࣙࢵࣉ

࢔ࣥࢣ ࢺㄪᰝࣄ࢔ࣜࣥࢢ

ᑓ㛛ᐙ

࢔ࣥࢣ࣮ࢺㄪᰝࣄ࢔ࣜࣥࢢ ࢩࢼࣜ࢜సᡂ

ࢹࣝࣇ࢓࢖ἲ

♫ෆຮᙉ఍

タഛᢞ㈨

ࣜࢡ࣮ࣝࢺ

⤌⧊⦅ᡂ

ຓᡂ㔠

㞀ᐖ 䞉䞉䞉䜶䝣䜵䜽䝔䜱䝤㼎㼡㼠䜰䞁䜶䝣䜱䝅䜵䞁䝖

^᫬㛫 ᇶ㔠䠄䝃䜲䝈䜔⥅⥆ᛶ䠅

^{⥙⨶ᛶ䚸ඃඛ㡰఩}

^{ᩥ໬䚸័⩦}

ᇶ㔠䠄䝃䜲䝈䜔⥅⥆ᛶ䠅

^{㞠⏝䚸᪼㐍} ^{ㄆ▱ ぢ䛘䜛໬}

^{ホ౯䚸ㄽᩥ໬} ^{ㄆ▱䚸ぢ䛘䜛໬}

(3)

ᑓ㛛ᐙ࡟ࡼࡿ᪉ἲࡢ⿵᏶࡜ࡋ࡚ᮇᚅࡉࢀ

ࡿࢥࣥࣆࣗ ࢱ ࢔ࣉࣟ ࢳ

ࡿࢥࣥࣆ࣮ࣗࢱ࣮࢔ࣉ࣮ࣟࢳ

ᑓ㛛ᐙ

࣮࣡ࢡࢩࣙࢵࣉ

࢔ࣥࢣ ࢺㄪᰝ

ᑓ㛛ᐙ ^{࢔ࣥࢣ࣮ࢺㄪᰝ}

ࣄ࢔ࣜࣥࢢ ࢩࢼࣜ࢜సᡂ ࢹࣝࣇ࢓࢖ἲ ࢹࣝࣇ࢓࢖ἲ

ࢸ࢟ࢫࢺ

᝟ሗᢏ⾡

࣐࢖ࢽࣥࢢ

᝟ሗᢏ⾡

ࣜࣥࢡ

࣐࢖ࢽࣥࢢ

᭩ㄅ᝟ሗࢆࢭࣥࢧ࡜ࡋ࡚⏝࠸ࡓ♫఍ㄢ㢟ࡢ ᢳฟ࡟㛵ࡍࡿ◊✲

ᩥ⊩ࢹ࣮ࢱ࣮࣋ࢫ

ᢳฟ࡟㛵ࡍࡿ◊✲

ྍど໬

ᘬ⏝ࢿࢵࢺ࣮࣡ࢡࡢᵓ

⠏

ᘬ⏝ࢿࢵࢺ࣮࣡ࢡࡢ

ࢡࣛࢫࢱࣜࣥࢢ

ྛ♫఍ㄢ㢟࡟㛵ࡍࡿ◊✲㡿ᇦࡢᅉ

ᩘศゎ㸸ࢡࣛࢫࢱࣜࣥࢢࢆ⧞ࡾ㏉

ࡍࡇ࡜࡛ ࡼࡾ⣽㒊ࡲ࡛ศゎࡋ

&RUHWHFKQRORJLHV $SSOLHGUHVHDUFK

ࡍࡇ࡜࡛ࠊࡼࡾ⣽㒊ࡲ࡛ศゎࡋࠊ

♫఍ㄢ㢟ࢆᢳฟ

•&RUSXVFOHDQVLQJ㸸 6KLEDWDHWDO

-$6,67 LQSUHVV

•/LQNGHILQLWLRQ㸸

6KLEDWDHWDO -$6,67

•&OXVWHULQJ㸸

1HZPDQ *LUYDQ 3K\V5HY(

SS

•%R\DFN HWDO-$6,67ࠊ%¸UQHU

HWDO$5,67ࠊ&KHQ-$6,67

͐

•&OXVWHULQJTXDOLW\㸸

7DNHGD .DMLNDZD 6FLHQWRPHWULFV

•7RSRORJLFDOPHDVXUH㸸

*XLPHUD $PDUDO 1DWXUH

Ꮫ⾡ㄽᩥศᯒ࡛ࡣࠊࢺ࣒ࢯ࣭ࣥࣟ

࢖ࢱ࣮♫ࡢࢹ࣮ࢱ࣮࣋ࢫࢆ⏝࠸ㄽ

(4)

௒ᅇศᯒࢆ࠾ࡇ࡞ࡗࡓ᭩ㄅ᝟ሗ㸸⯟✵ᏱᐂᕤᏛࢺࢵ

ࣉ㞧ㄅ㸦ࢺ࣒ࢯ࣭ࣥࣟ࢖ࢱ ♫:HE RI 6FLHQFH㸧

㻼㻾㻻㻳㻾㻱㻿㻿㻌㻵㻺㻌㻭㻱㻾㻻㻿㻼㻭㻯㻱㻌㻿㻯㻵㻱㻺㻯㻱㻿㻝㻥㻣㻣㻌䇵㻹㼍㼥㻌㻞㻜㻝㻝㻦㻌㻌㻌㻌㻞㻣㻠

㻱㻿㻭㻮㼁㻸㻸㻱㼀㻵㻺㻱㼁㻾㻻㻼㻱㻭㻺㻿㻼㻭㻯㻱㻭㻳㻱㻺㻯㼅㻝㻥㻣㻥㻹㻞㻜㻝㻝㻝㻥㻜㻥

ࣉ㞧ㄅ㸦ࢺ࣒ࢯ࣭ࣥࣟ࢖ࢱ࣮♫:HERI6FLHQFH㸧

㻱㻿㻭㻌㻮㼁㻸㻸㻱㼀㻵㻺㻙㻱㼁㻾㻻㻼㻱㻭㻺㻌㻿㻼㻭㻯㻱㻌㻭㻳㻱㻺㻯㼅㻝㻥㻣㻥㻌䇵㻹㼍㼥㻌㻞㻜㻝㻝㻦㻌㻌㻝㻘㻥㻜㻥㻵㻱㻱㻱㻌㻭㻱㻾㻻㻿㻼㻭㻯㻱㻌㻭㻺㻰㻌㻱㻸㻱㻯㼀㻾㻻㻺㻵㻯㻌㻿㼅㻿㼀㻱㻹㻿㻌㻹㻭㻳㻭㼆㻵㻺㻱㻝㻥㻥㻠㻌䇵㻭㼡㼓㻌㻞㻜㻝㻝㻦㻌㻌㻝㻘㻣㻣㻟㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㻳㼁㻵㻰㻭㻺㻯㻱㻌㻯㻻㻺㼀㻾㻻㻸㻌㻭㻺㻰㻌㻰㼅㻺㻭㻹㻵㻯㻿㻝㻥㻤㻞㻌䇵㻶㻛㻭㻌㻞㻜㻝㻝㻦㻌㻌㻠㻘㻥㻢㻟

㻭㻵㻭㻭㻶㻻㼁㻾㻺㻭㻸㻝㻥㻢㻟㻭㻞㻜㻝㻝㻝㻥㻢㻢㻡

㻭㻵㻭㻭㻌㻶㻻㼁㻾㻺㻭㻸㻝㻥㻢㻟㻌䇵㻭㼡㼓㻌㻞㻜㻝㻝㻦㻌㻝㻥㻘㻢㻢㻡

㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㻼㻾㻻㻼㼁㻸㻿㻵㻻㻺㻌㻭㻺㻰㻌㻼㻻㼃㻱㻾㻝㻥㻤㻡㻌䇵㻶㻛㻭㻌㻞㻜㻝㻝㻦㻌㻌㻟㻘㻤㻜㻢㻼㻾㻻㻯㻱㻱㻰㻵㻺㻳㻿㻌㻻㻲㻌㼀㻴㻱㻌㻵㻺㻿㼀㻵㼀㼁㼀㻵㻻㻺㻌㻻㻲㻌㻹㻱㻯㻴㻭㻺㻵㻯㻭㻸㻌㻱㻺㻳㻵㻺㻱㻱㻾㻿㻌㻼㻭㻾㼀㻌

㻳㻙㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㻭㻱㻾㻻㻿㻼㻭㻯㻱㻌㻱㻺㻳㻵㻺㻱㻱㻾㻵㻺㻳㻝㻥㻥㻠㻌䇵㻿㼑㼜㻌㻞㻜㻝㻝㻦㻌㻌㻌㻌㻥㻜㻠㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㻭㻱㻾㻻㻿㻼㻭㻯㻱㻌㻱㻺㻳㻵㻺㻱㻱㻾㻵㻺㻳㻝㻥㻥㻠㻌䇵㻶㼡㼘㻌㻌㻞㻜㻝㻝㻦㻌㻌㻌㻌㻠㻤㻢㻭㻱㻾㻻㻿㻼㻭㻯㻱㻌㻿㻯㻵㻱㻺㻯㻱㻌㻭㻺㻰㻌㼀㻱㻯㻴㻺㻻㻸㻻㻳㼅㻝㻥㻥㻣㻌䇵㻶㻛㻭㻌㻞㻜㻝㻝㻦㻌㻌㻌㻌㻤㻣㻟

㻹㻵㻯㻾㻻㻳㻾㻭㼂㻵㼀㼅㻌㻿㻯㻵㻱㻺㻯㻱㻌㻭㻺㻰㻌㼀㻱㻯㻴㻺㻻㻸㻻㻳㼅㻝㻥㻥㻠㻌䇵㻶㼡㼚㻌㻞㻜㻝㻝㻦㻌㻌㻌㻌㻣㻢㻟

Fact or

㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㻿㻼㻭㻯㻱㻯㻾㻭㻲㼀㻌㻭㻺㻰㻌㻾㻻㻯㻷㻱㼀㻿㻝㻥㻢㻡㻌䇵㻶㻛㻭㻌㻞㻜㻝㻝㻦㻌㻌㻣㻘㻡㻥㻢

㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㻭㻵㻾㻯㻾㻭㻲㼀㻝㻥㻣㻣㻌䇵㻹㻛㻶㻌㻞㻜㻝㻝㻦㻌㻌㻣㻚㻟㻠㻡

㻶㻮㻵㻿㻙㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㼀㻴㻱㻌㻮㻾㻵㼀㻵㻿㻴㻌㻵㻺㼀㻱㻾㻼㻸㻭㻺㻱㼀㻭㻾㼅㻌㻿㻻㻯㻵㻱㼀㼅㻞㻜㻜㻞㻌䇵㻺㻛㻰㻌㻞㻜㻜㻥㻦㻌㻌㻌㻌㻠㻜㻤

op�Impact�

㻭㻯㼀㻭㻌㻭㻿㼀㻾㻻㻺㻭㼁㼀㻵㻯㻭㻝㻥㻣㻠㻌䇵㻿㻛㻻㻌㻞㻜㻝㻝㻦㻌㻌㻢㻘㻠㻢㻥

㻭㻱㻾㻻㻺㻭㼁㼀㻵㻯㻭㻸㻌㻶㻻㼁㻾㻺㻭㻸㻝㻥㻢㻤㻌䇵㻭㼡㼓㻌㻞㻜㻝㻝㻦㻌㻌㻟㻘㻝㻡㻢

㻿㻹㻭㻾㼀㻌㻹㻭㼀㻱㻾㻵㻭㻸㻿㻌㻒㻌㻿㼀㻾㼁㻯㼀㼁㻾㻱㻿㻝㻥㻥㻡㻌䇵㻶㼡㼘㻌㻌㻞㻜㻝㻝㻦㻌㻌㻞㻘㻥㻠㻥

To

㻯㻻㻹㻼㻻㻿㻵㼀㻱㻿㻌㻿㻯㻵㻱㻺㻯㻱㻌㻭㻺㻰㻌㼀㻱㻯㻴㻺㻻㻸㻻㻳㼅㻝㻥㻤㻡㻌䇵㻶㼡㼘㻌㻌㻞㻜㻝㻝

㻯㻻㻹㻼㻻㻿㻵㼀㻱㻿㻌㻼㻭㻾㼀㻌㻭㻙㻭㻼㻼㻸㻵㻱㻰㻌㻿㻯㻵㻱㻺㻯㻱㻌㻭㻺㻰㻌㻹㻭㻺㼁㻲㻭㻯㼀㼁㻾㻵㻺㻳㻝㻥㻥㻢㻌䇵㻿㼑㼜㻌㻞㻜㻝㻝㻦㻌㻌㻣㻘㻤㻡㻢㻶㻻㼁㻾㻺㻭㻸㻌㻻㻲㻌㼀㼁㻾㻮㻻㻹㻭㻯㻴㻵㻺㻱㻾㼅㻙㼀㻾㻭㻺㻿㻭㻯㼀㻵㻻㻺㻿㻌㻻㻲㻌㼀㻴㻱㻌㻭㻿㻹㻱㻌㻝㻥㻤㻡㻌䇵㻻㼏㼠㻌㻞㻜㻝㻝㻦㻌㻌㻞㻘㻞㻟㻞

୺せ䝆䝱䞊䝘䝹ィ⟬⤖ᯝ

ᮏศᯒ䛷䛒䛴䛛䛳䛯᭩ㄅ᝟ሗ䛿䚸䠎䠌䠍䠍ᖺ䠕

᭶䛻ྲྀᚓ䛧䛯䠓䠏䠈䠐䠑䠍௳䛾ㄽᩥ᝟ሗ䚹 ᮏศᯒ䛷䛒䛴䛛䛳䛯᭩ㄅ᝟ሗ䛿䚸䠎䠌䠍䠍ᖺ䠕

᭶䛻ྲྀᚓ䛧䛯䠓䠏䠈䠐䠑䠍௳䛾ㄽᩥ᝟ሗ䚹䛭䛾䛖䛱䚸䠏䠎,䠌䠓䠔௳䛾ㄽᩥ䛜᭱㛗㐃⤖ᡂ ศ䛸䛧䛶䛴䛺䛜䜚䚸䛣䛾ᡂศ䛻ᑐ䛧䛶䜽䝷䝇䝍䝸䞁䜾䜢᪋䛧䛯

Newmansἲ䛻䜘䛳䛶 282䜒

䛭䛾䛖䛱䚸䠏䠎,䠌䠓䠔௳䛾ㄽᩥ䛜᭱㛗㐃⤖ᡂ ศ䛸䛧䛶䛴䛺䛜䜚䚸䛣䛾ᡂศ䛻ᑐ䛧䛶䜽䝷䝇䝍䝸䞁䜾䜢᪋䛧䛯

Newmansἲ䛻䜘䛳䛶 282䜒

䝸䞁䜾䜢᪋䛧䛯䚹Newmansἲ䛻䜘䛳䛶䚸282䜒

䛾䜽䝷䝇䝍䞊䛻ศゎ䛥䜜䛯䚹

䝔䜻䝇䝖䝬䜲䝙䞁䜾䠄tfidfศᯒ䠅䛻䜘䜚ᢳฟ䛥䝸䞁䜾䜢᪋䛧䛯䚹Newmansἲ䛻䜘䛳䛶䚸282䜒

䛾䜽䝷䝇䝍䞊䛻ศゎ䛥䜜䛯䚹

䝔䜻䝇䝖䝬䜲䝙䞁䜾䠄tfidfศᯒ䠅䛻䜘䜚ᢳฟ䛥䝔䜻䝇䝖䝬䜲䞁䜾䠄tfidfศᯒ䠅䛻䜘䜚ᢳฟ䛥䜜䛯ྛ䜽䝷䝇䝍䞊䛾୺せ䜻䞊䝽䞊䝗䚸ཬ䜃୺

せㄽᩥ䛾䝍䜲䝖䝹䠋䜰䝤䝇䝖䝷䜽䝖䛺䛹䛛䜙䚸

ྛ䜽䝷䝇䝍䞊䛾䝍䜲䝖䝹௜䛡䜢⾜䛳䛯䚹䝔䜻䝇䝖䝬䜲䞁䜾䠄tfidfศᯒ䠅䛻䜘䜚ᢳฟ䛥䜜䛯ྛ䜽䝷䝇䝍䞊䛾୺せ䜻䞊䝽䞊䝗䚸ཬ䜃୺

せㄽᩥ䛾䝍䜲䝖䝹䠋䜰䝤䝇䝖䝷䜽䝖䛺䛹䛛䜙䚸

ྛ䜽䝷䝇䝍䞊䛾䝍䜲䝖䝹௜䛡䜢⾜䛳䛯䚹

ྛ䜽䝷䝍䝍 ௜䛡䜢⾜䚹 ಠ▔ᅗ䛷䛾䜽䝷䝇䝍䞊䛾఩⨨䛿䚸䜽䝷䝇䝍䞊

㛫䛾ᘬ⏝㢖ᗘ䛻䜘䜛䚹

ྛ䜽䝷䝍䝍 ௜䛡䜢⾜䚹 ಠ▔ᅗ䛷䛾䜽䝷䝇䝍䞊䛾఩⨨䛿䚸䜽䝷䝇䝍䞊

㛫䛾ᘬ⏝㢖ᗘ䛻䜘䜛䚹

(5)

୺せ䝆䝱䞊䝘䝹ಠ▔ศᯒ⤖ᯝ

䖂#5�Structural�health�monitoring

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