Add legends to figures

This commit is contained in:
2020-06-14 12:31:03 +02:00
parent ad93d4f106
commit 8711591e17
6 changed files with 126 additions and 108 deletions

Binary file not shown.

Before

Width:  |  Height:  |  Size: 124 KiB

After

Width:  |  Height:  |  Size: 136 KiB

View File

@@ -3,7 +3,7 @@
1 0 obj
<<
/Producer (Apache FOP Version 2.4.0-SNAPSHOT: PDFDocumentGraphics2D)
/CreationDate (D:20200614122142+02'00')
/CreationDate (D:20200614123053+02'00')
>>
endobj
2 0 obj
@@ -932,50 +932,52 @@ L
e0hPJB5D¦?<3F>æ=e4(²q<C2B2>íÏ5ÌÐ Œ<>{ k0h<30>Š„™ïÈ_Ñ$Š34È€4Ø,ÙT<C399>
<EFBFBD>e«šUOHfÐ ŸÛÁzÔ;ÂÙLÐ î<>ÈÔd"!ƒìȈmÓñ½¢eøÖ»áà‹©gl'Lv ƒ22i•Ù¨QÀ æd¼¾]}ò½ÁÜGÊÄ+JƒiS‰”d0ˆ˜gÖÅ"1¼†€ALmkò…ü@ßcCÿq>sE[I:ö±ˆD<01>²²©™ $Ó€u… Á‰ì,æÚÄõhu6<>ÁâGØ”u G™ÁTjÉXËÓVdš`AŒUˆñÙ¬[2X<32>€Ë4SXmÀ¬j2\P`[Z·hÎÈî9áXØIì3S” "+*aZÀÎâ°âž¨ •¦†zÀk*¨ÖÂHŒçˆ“FâNên[sFb‰~ž(aÖjž`Aô"­2­èìž "´ ó EFblÜÈMÁøæy cÉ „q(ŠU‡G+ù<>¸[BœŒ<¢bmy4“Ÿ° V~òX_·, Š4„ÄY<C384>iR&T]9ÛáŒ.˜±w+Y¢÷a⹚¹*ËRÀ‡Üj4»§PA<=Ç·lÚl¡d†
"dNlp?Xy6<79>ŠÁ
AgÔ
[)í
k,KZ4x½0ªk)3X[²ÜØJ£ó9(Œ©e±‡{8°Žde<>E±WCˆÈÊê bOxK5\<5C>ê×ÙˆñÅÑh¥Vá´§¸©)Ð<>â¢l±Áþ÷kãY
Äs×Úz0o€/lø ¾:±<>SDf&ŒšºÓÙ%á‚
á«j\AÀm5&XP0>[åK%`Al$A”u³ÍA­ <>æåŒÙ¬ô½<C3B4>4amÖ/ˆuØš$ s/é…Áx2xcsWFQ*e,ˆ¡5CÝnªöÔÍPœœ”ÍÓÜÛrl,ˆ
“µÃðµ ¤‰N•³6Œ°Ù:ûu<Gg˜OÇV­œ¢¶ Ä&
«œ<C2AB>†À
<A\XØKâ»(ßLAšk „õ D‘‘Éõ{‡ÍZÇR´g“,<Üv*ØÅbmÙ-'`;8Pn­?j7h<37>
D(ƒ©;v1°ˆOhP°6î~”‹Ô>Aƒ(ël·g­F0úE!±óCf±œÁDŠ<¡AÚm1}àÌ<C3A0>ô DŒKaTYsÖ6ˆ¦P{BHy`*Ù„
Òþ€#®nÎÀA‰X9vŒ`­³·ZaÊèÉaÓšd˜w5êë57aƒh„µsµ³,¼µÀA:ݦÌ@•Þd:ˆÛÀ<E28098><C380>U^cOôDi«"Øf°×3t&VCðØC¥®À[Ü':ˆ²<CB86>LKMè 5¨@<14>(F¯nHâpCL ÜHÿ4?¡ƒ(Cˆ³¡Š›
¸é¸ÎøoÞÐAªàÖ*ë8Azú $›¬Ù!ló:H÷T äìyOt<4F>º†<$<Ç"ŒÝzP0V°gMÐ úy¶ê<C2B6>M°_M}ƒ(ÃàqÉvÉ Ä$³6[fŸd=Z˜°A +œe­¿d†
Rõ07b
w@T%3p<33>*-Æ`ÎÃ?“Mà m©*<2A>UJf´0<C2B4>ƒ¸5ÂäÎò§”Mè  ÷ãynaºLè ¦àX,Çt‰dByU{¨ÛLS¬¦Ê„büÃÒ9;§kaqáñßy:d<>ªõçAȨƒ²8<C2B2>ƒèj`#…ÔlÑa3\t^›Â­s<C2AD>NiÎ}l¡-Êø„ñqð£Þ¡hѼ´{µ[Nð šp.h$N2ßÛpm-mtTÁ|´F%Nð ZÛL vP@ß⢹eW¡ß%Áƒ|WJŒ&•R%6-Mè ZMöîbŠV² D«‰ÀÒü÷}ä\“¾ÏObTǘ¬t â ¢}ËLA[@iш!êª<,•lÂÉà¨)<29>M‡d}ƒ’+¶Zqãb¶¥ DUàjm…¤ D_81dµlà B}÷êÃå Ä/€ø=*ÓCÙ„2§†íGU
_^è Ï|e<>V)ÛÏÂÉÿðÙE<C399>†dvÆ>åæÓàÏ“íaoŸà ~<7E>ÀAw)cS4æÑÌßqÕM“ DQÉv¼- deò”µÂ<C2B5>˜­È,pP“© Œ=®Là Îî­•O#:HeT!|æ.^² $bŒl<C592>©Z™ÐA<41>nCMè É0zÎj£Z™ÐAÒ3éàJÓ¡Lè ½_ ÖÞŠ² ¤ÉÞY“¤
P+<Ȇ“5ÍÞô<Ȫ­)³³îuÂQÆ`lâSöÀÙ«LëIÏ*€P'žÏ¦{«)yŠ1àƒ(qªv³ìõ‰RW¬Èæj¦d<C2A6>ðA4<0E>Ð8”œðA§ÁUXv $ƒƒýb40O«@ˆË¤$:„hZN!-/fñ¬©|B<þWøÊ‡m[ðAŒˆYÒ ñÑÚ„2S«'˜Ìš øKÍvîfÙÛ„
*¸z€
({àƒ˜Üö.ŽêÖÖ&x{ûqT0]ìq<ˆªÀP)Ÿ%ÙâþèánÛÖ&x<>šynΕ…Q|ƒJ+šU_Q&x<>,en <>ÔÛõ':HgO|::ˆ‰á*¤r3¡ƒØÖôÆÎ]ÒX±õ Ds:0&ÐA4ÃìÀ50ï­Oè šöDwj­­;L|"<%ÐAššÑ*+‡ì<E280A1>â4â
±¦QŸÐAjÇ.”cÀºu
Jt<EFBFBD>ÚÉ RZ<ÁAÜTfâ/l:t7<74>ƒøÍË8<C38B>”Là ÆtÌà#à_<C3A0>ºDÓOp»ôñ@m¬¼î&p<>úÃ96„×¢» ¤G½ê$¤¤xÑ·ßMà †bøv7¡ƒ˜“õ#lB
<EFBFBD>wtí~BñTzÔõ¦!{ ƒ˜9NÆK&tPc`¨<5»`• ø¡û ĤßDcÝýÄ6[Ä~83cÝ T˜—â")QǦ&šÀAê"fuSrµæ “·‡Yã þp¬ Ü!šþ6HçùAÐ×ý„
b|Šg`þ(€èaÂ1Çû¡)3‰ábƒÔP<C394>ò1ÿ<åóØ
A‡k”MØ 5îÃ[ðНûÄñ<1C>ùùѹŽ2îÏy©°<C2A9>ÕžÕ¿z˜°AÌZ&¶ß°.?=LØ  6!ã<>“2aƒàÿ<19>qcŸS¬%O6H<36>:Ë#ÑÃb>‡ÇÎ<î¥,>ÁAAU1˜=‹êñ 
ê­…1²U<>ánavÅ<ŽÞ;NØ ™ÿ(WìqÂ1ú¦«gwɬm<C2AC>v/ô@¥<Ês=±A”Ámd+«èqXšQW|Œ:eÚÕÐ&MÐ y.žFX1ÖÃ3—OK“µÄ¤,MР1^#5ÖÓ„
êÝÄ•Î~&dP2\q4“_êíiq!`?Ù“5aêi‰¯óxTÀ
òLHõ¬¶Im\g»ç
¢£¡Ù=¬X4(.®¤–.G[Ä%½áî$1h<31>ª¾™ `²Ôêz2ˆÇ®v¶Êâýf£=ÏÈ ~þÄšW…攤Råxð .$!nâŠÌ AÅËqi¦gƒ ÊÀéÀÐQÿÑóŒ
âi{ö<ÜÓtÈÖ3(•>NÛÙ¬Íe{ëÄèR[T«ÜNö36ˆ++ÑišÍÌÖ4¦2Xàä¹×4Y±®AteèÀz„MÓû•Ä
…ËGJ° }°ÓI7ªþ$±AŒV™tæ-Šaƒ &B$üT¶oÎFŒð+ˆR îÁ«Ñ¦³bñФ(Ãi¯`Ð o³e(”?§Ì AB©èP£¸0‚½ÌÐ ¦ÓIdÃÿÀf ÄtJ<E280BA>]ìí)Á@ÀY2¸¾D4ˆG!|7Ã' ÄUÛ è<>¸odx/ýë
œÃ|w¯34ˆÛ8fXÅ\¯SÓ ÒÃø”žíi4Ë äy„#§Œˆ¡Œv}ضÍРÂÝØ;<3B>7˜š ÆÛç­oF¯34(+RÊlæNY¡Aì
ȾMfÐ uäJ‡õdH,=Û
b<EFBFBD>¢Êîíw34ˆó
V­ ¬” AŽíQ˜Ã*l
hi—Þh€ô™C6µ
âxb<EFBFBD>°;°æQ¡A™å<0E>.‰fh<66>g" GÙÕÞž]ƒ8‰0 ÙES¢>#ƒ´ÙÄnÉ<6E>A˜æ2ˆð|uø1{Ô­kÞ;ë¨6ËÚ¨R6#ƒkqH4ƒˆð±$ëxÙ»ƒTÔ&‡Ç¾hVÍÙû ˜g\vË©iãS;4/Óg\ã&xk§”Rï.Ȝ̣|ï† UÀ4ª6#P@õwËQÈrì Ô¢–òè” ¡<>A:4ðÓÓöã®[ã mĵÚA8aƒX±ÁBOmó%äú†i Þ€­™Xi³>áAÜk±Àú/@h̓°È½ð˜<C3B0>—ÒxäŒb…´`<60>»Î¡&PKuB(2và¹<Ï
j‰6ILK3æ
ç'<27>±s°(v<
<EFBFBD>„äý¹{t.e9Ìb1<62>6Æ <C386>kJHÈù6À½DE %äJ6ÛÃ<C39B>n¢]&˜—ìR\<5C>G
(äØ,FªfaúëøåŒ‚‘³/!Â'V¨É±<C389>þû<C3BE> +„5s„„»Á><3E>"[B4LÙèÎȳ´ -D^
Òz ¬—PV¾ŒöòY™ ጢÙ`âÛ›>ÁðBvŽ #<˜"Ûi2Àœ C<†<>ÿ¨Á8:àÍ&Ìûe)3æûîvêÄ35o³Sj((iÆ<69>Ç­m<1A>4ØPTÒŒE<C592>èÕb?Œ3pˆ¥³…<C2B3>¸<EFBFBD>”ÂÅ:$>z¬>~9ƒ‡ˆ('n¤Ó…ÝJôÍÎUÓÚî
Bã°è9#ª!<21>© â–Æ ð vj+ጠbÞ¸==Lï<!D Ó˜ÐQ"~L;ÐcîÆL(»I ž¹<C5BE>vóï0š<}´”&QÐB,Ç™>™Ÿ8"_<>KÖE HÄ(’Ý•“+ Id]÷¥-âïfmj ´.C¬U¡Ÿƒ+P o2Ãéx¡¨unXÙ4a‰<10>e ݆63šˆ5˜Ì:87(8<38>úÓ}¶ÑîqüRx"¥˜ÌÅäG‡PTU6)WH‡>yFy"]<52>L˜"§Ôµ;&Wž0EÜâ³<C3A2>l-PŠð#JVˆG4õÝL3‰øæ ¢²<C2A2>Ÿ³_¬PE¬Ý×KžÌåa~ò+â‰pµ!\pEýžkH]r7œ#X"¾«!aW<57>®Ç,)ì}Í>²‰¸½À“dü-®Ìè"Âlƒl©-„2ÃÔD¼¹äDz-3¾ˆ¹HjüX™E#âu8^•ÙÆ<C399>âŠFˆ<>ù¶td %´ÎC* â<>)iôbà cD'ȈU+ˆ¿Ãh[
AgÔ
[)í
k,KZ4x½0ªk)3X[²ÜØJ£ó9(Œ©e±‡{8°Žde<>E±WCˆÈÊê bOxK5\<5C>ê×ÙˆñÅÑh¥Vá´§¸©)Ð<>â¢l±Áþ÷kãY
Äs×Úz0o€/lø ¾:±<>SDf&ŒšºÓÙ%á‚
á«j\AÀm5&XP0>[åK%`Al$A”u³ÍA­ <>æåŒÙ¬ô½<C3B4>4amÖ/ˆuØš$ s/é…Áx2xcsWFQ*e,ˆ¡5CÝnªöÔÍPœœ”ÍÓÜÛrl,ˆ
“µÃðµ ¤‰N•³6Œ°Ù:ûu<Gg˜OÇV­œ¢¶ Ä&
«œ<C2AB>†À
<A\XØKâ»(ßLAšk „õ D‘‘Éõ{‡ÍZÇR´g“,<Üv*ØÅbmÙ-'`;8Pn­?j7h<37>
D(ƒ©;v1°ˆOhP°6î~”‹Ô>Aƒ(ël·g­F0úE!±óCf±œÁDŠ<¡AÚm1}àÌ<C3A0>ô DŒKaTYsÖ6ˆ¦P{BHy`*Ù„
Òþ€#®nÎÀA‰X9vŒ`­³·ZaÊèÉaÓšd˜w5êë57aƒh„µsµ³,¼µÀA:ݦÌ@•Þd:ˆÛÀ<E28098><C380>U^cOôDi«"Øf°×3t&VCðØC¥®À[Ü':ˆ²<CB86>LKMè 5¨@<14>(F¯nHâpCL ÜHÿ4?¡ƒ(Cˆ³¡Š›
¸é¸ÎøoÞÐAªàÖ*ë8Azú $›¬Ù!ló:H÷T äìyOt<4F>º†<$<Ç"ŒÝzP0V°gMÐ úy¶ê<C2B6>M°_M}ƒ(ÃàqÉvÉ Ä$³6[fŸd=Z˜°A +œe­¿d†
Rõ07b
w@T%3p<33>*-Æ`ÎÃ?“Mà m©*<2A>UJf´0<C2B4>ƒ¸5ÂäÎò§”Mè  ÷ãynaºLè ¦àX,Çt‰dByU{¨ÛLS¬¦Ê„büÃÒ9;§kaqáñßy:d<>ªõçAȨƒ²8<C2B2>ƒèj`#…ÔlÑa3\t^›Â­s<C2AD>NiÎ}l¡-Êø„ñqð£Þ¡hѼ´{µ[Nð šp.h$N2ßÛpm-mtTÁ|´F%Nð ZÛL vP@ß⢹eW¡ß%Áƒ|WJŒ&•R%6-Mè ZMöîbŠV² D«‰ÀÒü÷}ä\“¾ÏObTǘ¬t â ¢}ËLA[@iш!êª<,•lÂÉà¨)<29>M‡d}ƒ’+¶Zqãb¶¥ DUàjm…¤ D_81dµlà B}÷êÃå Ä/€ø=*ÓCÙ„2§†íGU
_^è Ï|e<>V)ÛÏÂÉÿðÙE<C399>†dvÆ>åæÓàÏ“íaoŸà ~<7E>ÀAw)cS4æÑÌßqÕM“ DQÉv¼- deò”µÂ<C2B5>˜­È,pP“© Œ=®Là Îî­•O#:HeT!|æ.^² $bŒl<C592>©Z™ÐA<41>nCMè É0zÎj£Z™ÐAÒ3éàJÓ¡Lè ½_ ÖÞŠ² ¤ÉÞY“¤
P+<Ȇ“5ÍÞô<Ȫ­)³³îuÂQÆ`lâSöÀÙ«LëIÏ*€P'žÏ¦{«)yŠ1àƒ(qªv³ìõ‰RW¬Èæj¦d<C2A6>ðA4<0E>Ð8”œðA§ÁUXv $ƒƒýb40O«@ˆË¤$:„hZN!-/fñ¬©|B<þWøÊ‡m[ðAŒˆYÒ ñÑÚ„2S«'˜Ìš øKÍvîfÙÛ„
*¸z€
({àƒ˜Üö.ŽêÖÖ&x{ûqT0]ìq<ˆªÀP)Ÿ%ÙâþèánÛÖ&x<>šynΕ…Q|ƒJ+šU_Q&x<>,en <>ÔÛõ':HgO|::ˆ‰á*¤r3¡ƒØÖôÆÎ]ÒX±õ Ds:0&ÐA4ÃìÀ50ï­Oè šöDwj­­;L|"<%ÐAššÑ*+‡ì<E280A1>â4â
±¦QŸÐAjÇ.”cÀºu
Jt<EFBFBD>ÚÉ RZ<ÁAÜTfâ/l:t7<74>ƒøÍË8<C38B>”Là ÆtÌà#à_<C3A0>ºDÓOp»ôñ@m¬¼î&p<>úÃ96„×¢» ¤G½ê$¤¤xÑ·ßMà †bøv7¡ƒ˜“õ#lB
<EFBFBD>wtí~BñTzÔõ¦!{ ƒ˜9NÆK&tPc`¨<5»`• ø¡û ĤßDcÝýÄ6[Ä~83cÝ T˜—â")QǦ&šÀAê"fuSrµæ “·‡Yã þp¬ Ü!šþ6HçùAÐ×ý„
b|Šg`þ(€èaÂ1Çû¡)3‰ábƒÔP<C394>ò1ÿ<åóØ
A‡k”MØ 5îÃ[ðНûÄñ<1C>ùùѹŽ2îÏy©°<C2A9>ÕžÕ¿z˜°AÌZ&¶ß°.?=LØ  6!ã<>“2aƒàÿ<19>qcŸS¬%O6H<36>:Ë#ÑÃb>‡ÇÎ<î¥,>ÁAAU1˜=‹êñ 
ê­…1²U<>ánavÅ<ŽÞ;NØ ™ÿ(WìqÂ1ú¦«gwɬm<C2AC>v/ô@¥<Ês=±A”Ámd+«èqXšQW|Œ:eÚÕÐ&MÐ y.žFX1ÖÃ3—OK“µÄ¤,MР1^#5ÖÓ„
êÝÄ•Î~&dP2\q4“_êíiq!`?Ù“5aêi‰¯óxTÀ
òLHõ¬¶Im\g»ç
¢£¡Ù=¬X4(.®¤–.G[Ä%½áî$1h<31>ª¾™ `²Ôêz2ˆÇ®v¶Êâýf£=ÏÈ ~þÄšW…攤Råxð .$!nâŠÌ AÅËqi¦gƒ ÊÀéÀÐQÿÑóŒ
âi{ö<ÜÓtÈÖ3(•>NÛÙ¬Íe{ëÄèR[T«ÜNö36ˆ++ÑišÍÌÖ4¦2Xàä¹×4Y±®AteèÀz„MÓû•Ä
…ËGJ° }°ÓI7ªþ$±AŒV™tæ-Šaƒ &B$üT¶oÎFŒð+ˆR îÁ«Ñ¦³bñФ(Ãi¯`Ð o³e(”?§Ì AB©èP£¸0‚½ÌÐ ¦ÓIdÃÿÀf ÄtJ<E280BA>]ìí)Á@ÀY2¸¾D4ˆG!|7Ã' ÄUÛ è<>¸odx/ýë
œÃ|w¯34ˆÛ8fXÅ\¯SÓ ÒÃø”žíi4Ë äy„#§Œˆ¡Œv}ضÍРÂÝØ;<3B>7˜š ÆÛç­oF¯34(+RÊlæNY¡Aì
ȾMfÐ uäJ‡õdH,=Û
b<EFBFBD>¢Êîíw34ˆó
V­ ¬” AŽíQ˜Ã*l
hi—Þh€ô™C6µ
âxb<EFBFBD>°;°æQ¡A™å<0E>.‰fh<66>g" GÙÕÞž]ƒ8‰0 ÙES¢>#ƒ´ÙÄnÉ<6E>A˜æ2ˆð|uø1{Ô­kÞ;ë¨6ËÚ¨R6#ƒkqH4ƒˆð±$ëxÙ»ƒTÔ&‡Ç¾hVÍÙû ˜g\vË©iãS;4/Óg\ã&xk§”Rï.Ȝ̣|ï† UÀ4ª6#P@õwËQÈrì Ô¢–òè” ¡<>A:4ðÓÓöã®[ã mĵÚA8aƒX±ÁBOmó%äú†i Þ€­™Xi³>áAÜk±Àú/@h̓°È½ð˜<C3B0>—ÒxäŒb…´`<60>»Î¡&PKuB(2và¹<Ï
j‰6ILK3æ
ç'<27>±s°(v<
<EFBFBD>„äý¹{t.e9Ìb1<62>6Æ <C386>kJHÈù6À½DE %äJ6ÛÃ<C39B>n¢]&˜—ìR\<5C>G
(äØ,FªfaúëøåŒ‚‘³/!Â'V¨É±<C389>þû<C3BE> +„5s„„»Á><3E>"[B4LÙèÎȳ´ -D^
Òz ¬—PV¾ŒöòY™ ጢÙ`âÛ›>ÁðBvŽ #<˜"Ûi2Àœ C<†<>ÿ¨Á8:àÍ&Ìûe)3æûîvêÄ35o³Sj((iÆ<69>Ç­m<1A>4ØPTÒŒE<C592>èÕb?Œ3pˆ¥³…<C2B3>¸<EFBFBD>”ÂÅ:$>z¬>~9ƒ‡ˆ('n¤Ó…ÝJôÍÎUÓÚî
Bã°è9#ª!<21>© â–Æ ð vj+ጠbÞ¸==Lï<!D Ó˜ÐQ"~L;ÐcîÆL(»I ž¹<C5BE>vóï0š<}´”&QÐB,Ç™>™Ÿ8"_<>KÖE HÄ(’Ý•“+ Id]÷¥-âïfmj ´.C¬U¡Ÿƒ+P o2Ãéx¡¨unXÙ4a‰<10>e ݆63šˆ5˜Ì:87(8<38>úÓ}¶ÑîqüRx"¥˜ÌÅäG‡PTU6)WH‡>yFy"]<52>L˜"§Ôµ;&Wž0EÜâ³<C3A2>l-PŠð#JVˆG4õÝL3‰øæ ¢²<C2A2>Ÿ³_¬PE¬Ý×KžÌåa~ò+â‰pµ!\pEýžkH]r7œ#X"¾«!aW<57>®Ç,)ì}Í>²‰¸½À“dü-®Ìè"Âlƒl©-„2ÃÔD¼¹äDz-3¾ˆ¹HjüX™E#âu8^•ÙÆ<C399>âŠFˆ<>ù¶td %´ÎC* â<>)iôbà cD'ȈU+ˆ¿Ãh[
¡59gå
÷>¾<>5] f¤þ×Äén†û°¥Õ€FXV`XØ×µŒ¯Rç
¦#ÔaëÜ<C3AB>ˆ§´ ­B<42>¼qxTEû£—ÄHO´J†¹·-càë7â/(«‰” '¼«<>Xâ…Ï2^eîCÄv¬<>GY©ÌÑö™<C3B6>‰Çm9b:QÈB¬ö}°q¯äˆþ¶çc<C3A7>·U|bŽÔ~Ÿ³+ŒjèH;îóª1W¹f݈´!¦éêVoÏlÉ*[‚ÙÓ£Þ¸M¸#C±Ã+ø>~ùðƺfÀÏscðXÕÙ¥Òf»‡šŸåš„}ÄšÆ<C5A1>Ã@ɯ¬iÚLñ@RC¹²¦9U—rVJ¶°¦‰¼íè-¸±¦ñ€Ž¡¡ŽZ7Ö4GôT8~·²¦qQ´£šucMssúhcM#Æ<>©uêVÚ4Ȱ¶<C2B0>·Xh¥M#@z˜ý¾Ó¦9µ²­}WÚ4Á-xWci[hÓà „ßí
msÙþè»ñ¦9ÅVÎê.6Þ4Çó Ûoü¾§1™å_jÊ®ÄiŽ”TŒ¤`#Nƒ,ûƒña£NsÌ•qåQÛB<C39B>æ± Åš•mÔi̳ÑÉ­äiŽ%bAíw yÑá:Ñ5ÙBžÆ®w<C2AE>y\?vW+yšzÔD¦
%ÛZ$ 7á<37>€o!OS×;qz#dÉÓ(Kã°ã÷•<M]ïtbg$h[<5B>$áºWò´ÑõN»ößWò45½k<C2BD>MNÛZ$)µ™l-äiê!¤ÂD=naOS×»l‰ß7ö4u½{.è¾µH"Š<Z·ç•=<3D>ÛD6´¾„+{š ˜üV¦³²§©µÝÈÎÖIödH}kTxfáÌô/ìiê¥Î$ö»™?M<>íÞã÷<C3A3>?M]¥Ønk”Ÿ<E2809D>âWú4kb%Öm§OSó+ëøwÛéÓÔÙΙ¯ßùÓÔlk #wþ4µèjÖ·açO[ûØ­üiÌ·ôðΟ¦Nbˆ<CB86>Qó,jj@¦Òüƒ\íI ¦ÆeÄ.¥ÔB ¦†g̺6#ÔÔ`íÑxe¥P³ÎrG<72>ðB¡¦nnª¢×+,jN'ü¤—1¶™B<E284A2>²PF•ÈÊ F¸³¼½ÁL¡&Y:j”a[6èW
msÙþè»ñ¦9ÅVÎê.6Þ4Çó Ûoü¾§1™å_jÊ®ÄiŽ”TŒ¤`#Nƒ,ûƒña£NsÌ•qåQÛB<C39B>æ± Åš•mÔi̳ÑÉ­äiŽ%bAíw yÑá:Ñ5ÙBžÆ®w<C2AE>y\?vW+yšzÔD¦
5Éx&h; …šd<C5A1>íðõ
…šd®YKñ•A
 j¯²'ƒšÝÒjÍ6µ¡I³ž+ƒš½ÁAB³¨Ù‹“
[Ÿg&PÓxMÔqsŸ$}Q$´¨IÆhÙ^|!PÓg}ô÷] Ô¬)`ÑéÿN f-üR6žÔ•@Í:%Zg'PÓŒ¹Ø9ÍJ ¦•Pº²¼;<3B>šVWІó¶¨©ƒ¤zÒÚ;ÌjZÍÕ¸mj2ÌŒVãV Ôd<`-Æw]Ôd<C394>ð¹7¶³™@M†Œtgf f5™¿no'P“I¨9¥Â
@@ -1544,46 +1546,46 @@ xref
/GS41 42 0 R
/GS42 43 0 R
/GS43 44 0 R
/GS38 39 0 R
/GS39 40 0 R
/GS40 41 0 R
/GS41 42 0 R
/GS42 43 0 R
/GS43 44 0 R
/GS44 45 0 R
/GS44 45 0 R
/GS45 46 0 R
/GS46 47 0 R
/GS47 48 0 R
/GS48 49 0 R
/GS49 50 0 R
/GS50 51 0 R
/GS51 52 0 R
/GS52 53 0 R
/GS46 47 0 R
/GS47 48 0 R
/GS48 49 0 R
/GS49 50 0 R
/GS50 51 0 R
/GS51 52 0 R
/GS52 53 0 R
/GS53 54 0 R
/GS53 54 0 R
/GS54 55 0 R
/GS55 56 0 R
/GS56 57 0 R
/GS57 58 0 R
/GS58 59 0 R
/GS59 60 0 R
/GS60 61 0 R
/GS61 62 0 R
/GS55 56 0 R
/GS56 57 0 R
/GS57 58 0 R
/GS58 59 0 R
/GS59 60 0 R
/GS60 61 0 R
/GS61 62 0 R
/GS62 63 0 R
/GS62 63 0 R
/GS63 64 0 R
/GS64 65 0 R
/GS65 66 0 R
/GS66 67 0 R
/GS67 68 0 R
/GS68 69 0 R
/GS69 70 0 R
/GS70 71 0 R
/GS64 65 0 R
/GS65 66 0 R
/GS66 67 0 R
/GS67 68 0 R
/GS68 69 0 R
/GS69 70 0 R
/GS70 71 0 R
/GS71 72 0 R
/GS72 73 0 R
/GS73 74 0 R
/GS74 75 0 R
/GS75 76 0 R
/GS76 77 0 R
/GS77 78 0 R
/GS78 79 0 R
/GS79 80 0 R
/GS80 81 0 R
/GS75 76 0 R
/GS81 82 0 R
/GS82 83 0 R
/GS83 84 0 R
/GS84 85 0 R
/GS79 80 0 R
/GS85 86 0 R
/GS86 87 0 R

Binary file not shown.

Before

Width:  |  Height:  |  Size: 176 KiB

After

Width:  |  Height:  |  Size: 177 KiB

View File

@@ -3,7 +3,7 @@
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
<head>
<!-- 2020-06-14 dim. 12:22 -->
<!-- 2020-06-14 dim. 12:31 -->
<meta http-equiv="Content-Type" content="text/html;charset=utf-8" />
<title>Finite Element Model with Simscape</title>
<meta name="generator" content="Org mode" />
@@ -34,20 +34,20 @@
<h2>Table of Contents</h2>
<div id="text-table-of-contents">
<ul>
<li><a href="#orge9e8230">1. Amplified Piezoelectric Actuator - 3D elements</a>
<li><a href="#org677afcf">1. Amplified Piezoelectric Actuator - 3D elements</a>
<ul>
<li><a href="#org710a905">1.1. Import Mass Matrix, Stiffness Matrix, and Interface Nodes Coordinates</a></li>
<li><a href="#org25c7a89">1.2. Identification of the Dynamics</a></li>
<li><a href="#org11dc96b">1.3. Comparison with Ansys</a></li>
<li><a href="#orgfa4ae15">1.4. Force Sensor</a></li>
<li><a href="#org966ca11">1.1. Import Mass Matrix, Stiffness Matrix, and Interface Nodes Coordinates</a></li>
<li><a href="#org4f69d52">1.2. Identification of the Dynamics</a></li>
<li><a href="#orga73b4fa">1.3. Comparison with Ansys</a></li>
<li><a href="#org7e1d6fb">1.4. Force Sensor</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div id="outline-container-orge9e8230" class="outline-2">
<h2 id="orge9e8230"><span class="section-number-2">1</span> Amplified Piezoelectric Actuator - 3D elements</h2>
<div id="outline-container-org677afcf" class="outline-2">
<h2 id="org677afcf"><span class="section-number-2">1</span> Amplified Piezoelectric Actuator - 3D elements</h2>
<div class="outline-text-2" id="text-1">
<p>
The idea here is to:
@@ -61,8 +61,8 @@ The idea here is to:
</ul>
</div>
<div id="outline-container-org710a905" class="outline-3">
<h3 id="org710a905"><span class="section-number-3">1.1</span> Import Mass Matrix, Stiffness Matrix, and Interface Nodes Coordinates</h3>
<div id="outline-container-org966ca11" class="outline-3">
<h3 id="org966ca11"><span class="section-number-3">1.1</span> Import Mass Matrix, Stiffness Matrix, and Interface Nodes Coordinates</h3>
<div class="outline-text-3" id="text-1-1">
<p>
We first extract the stiffness and mass matrices.
@@ -113,7 +113,7 @@ Then, we extract the coordinates of the interface nodes.
</table>
<div id="orgce84261" class="figure">
<div id="orgb472295" class="figure">
<p><img src="figs/amplified_piezo_interface_nodes.png" alt="amplified_piezo_interface_nodes.png" />
</p>
<p><span class="figure-number">Figure 1: </span>Interface Nodes for the Amplified Piezo Actuator</p>
@@ -571,20 +571,20 @@ Using <code>K</code>, <code>M</code> and <code>int_xyz</code>, we can use the <c
</div>
<div id="outline-container-org25c7a89" class="outline-3">
<h3 id="org25c7a89"><span class="section-number-3">1.2</span> Identification of the Dynamics</h3>
<div id="outline-container-org4f69d52" class="outline-3">
<h3 id="org4f69d52"><span class="section-number-3">1.2</span> Identification of the Dynamics</h3>
<div class="outline-text-3" id="text-1-2">
<p>
The flexible element is imported using the <code>Reduced Order Flexible Solid</code> simscape block.
</p>
<p>
To model the actuator, an <code>Internal Force</code> block is added between the first and second nodes.
To model the sensors, a <code>Relative Motion Sensor</code> block is added between the second and the third nodes.
To model the actuator, an <code>Internal Force</code> block is added between the nodes 3 and 12.
A <code>Relative Motion Sensor</code> block is added between the nodes 1 and 2 to measure the displacement and the amplified piezo.
</p>
<p>
Two masses are fixed at the ends of the piezo-electric stack actuator.
One mass is fixed at one end of the piezo-electric stack actuator, the other end is fixed to the world frame.
</p>
<p>
@@ -598,7 +598,6 @@ We first set the mass to be zero.
<p>
The dynamics is identified from the applied force to the measured relative displacement.
</p>
<div class="org-src-container">
<pre class="src src-matlab">%% Name of the Simulink File
mdl = 'piezo_amplified_3d';
@@ -625,9 +624,8 @@ And the dynamics is identified.
</p>
<p>
The two identified dynamics are compared in Figure <a href="#orga2eee2b">2</a>.
The two identified dynamics are compared in Figure <a href="#orgfc13fe0">2</a>.
</p>
<div class="org-src-container">
<pre class="src src-matlab">%% Name of the Simulink File
mdl = 'piezo_amplified_3d';
@@ -642,7 +640,7 @@ Ghm = linearize(mdl, io);
</div>
<div id="orga2eee2b" class="figure">
<div id="orgfc13fe0" class="figure">
<p><img src="figs/dynamics_act_disp_comp_mass.png" alt="dynamics_act_disp_comp_mass.png" />
</p>
<p><span class="figure-number">Figure 2: </span>Dynamics from \(F\) to \(d\) without a payload and with a 10kg payload</p>
@@ -650,8 +648,8 @@ Ghm = linearize(mdl, io);
</div>
</div>
<div id="outline-container-org11dc96b" class="outline-3">
<h3 id="org11dc96b"><span class="section-number-3">1.3</span> Comparison with Ansys</h3>
<div id="outline-container-orga73b4fa" class="outline-3">
<h3 id="orga73b4fa"><span class="section-number-3">1.3</span> Comparison with Ansys</h3>
<div class="outline-text-3" id="text-1-3">
<p>
Let&rsquo;s import the results from an Harmonic response analysis in Ansys.
@@ -662,8 +660,12 @@ Gresp10 = readtable('FEA_HarmResponse_10kg.txt');
</pre>
</div>
<p>
The obtained dynamics from the Simscape model and from the Ansys analysis are compare in Figure <a href="#org587f215">3</a>.
</p>
<div id="orgee19caf" class="figure">
<div id="org587f215" class="figure">
<p><img src="figs/dynamics_force_disp_comp_anasys.png" alt="dynamics_force_disp_comp_anasys.png" />
</p>
<p><span class="figure-number">Figure 3: </span>Comparison of the obtained dynamics using Simscape with the harmonic response analysis using Ansys</p>
@@ -671,9 +673,17 @@ Gresp10 = readtable('FEA_HarmResponse_10kg.txt');
</div>
</div>
<div id="outline-container-orgfa4ae15" class="outline-3">
<h3 id="orgfa4ae15"><span class="section-number-3">1.4</span> Force Sensor</h3>
<div id="outline-container-org7e1d6fb" class="outline-3">
<h3 id="org7e1d6fb"><span class="section-number-3">1.4</span> Force Sensor</h3>
<div class="outline-text-3" id="text-1-4">
<p>
The dynamics is identified from internal forces applied between nodes 3 and 11 to the relative displacement of nodes 11 and 13.
</p>
<p>
The obtained dynamics is shown in Figure <a href="#org2f215c1">4</a>.
</p>
<div class="org-src-container">
<pre class="src src-matlab">m = 0;
</pre>
@@ -711,7 +721,7 @@ Gfm = linearize(mdl, io);
</div>
<div id="orgcfb5aa6" class="figure">
<div id="org2f215c1" class="figure">
<p><img src="figs/dynamics_force_force_sensor_comp_mass.png" alt="dynamics_force_force_sensor_comp_mass.png" />
</p>
<p><span class="figure-number">Figure 4: </span>Dynamics from \(F\) to \(F_m\) for \(m=0\) and \(m = 10kg\)</p>
@@ -722,7 +732,7 @@ Gfm = linearize(mdl, io);
</div>
<div id="postamble" class="status">
<p class="author">Author: Dehaeze Thomas</p>
<p class="date">Created: 2020-06-14 dim. 12:22</p>
<p class="date">Created: 2020-06-14 dim. 12:31</p>
</div>
</body>
</html>

View File

@@ -154,10 +154,10 @@ Using =K=, =M= and =int_xyz=, we can use the =Reduced Order Flexible Solid= sims
** Identification of the Dynamics
The flexible element is imported using the =Reduced Order Flexible Solid= simscape block.
To model the actuator, an =Internal Force= block is added between the first and second nodes.
To model the sensors, a =Relative Motion Sensor= block is added between the second and the third nodes.
To model the actuator, an =Internal Force= block is added between the nodes 3 and 12.
A =Relative Motion Sensor= block is added between the nodes 1 and 2 to measure the displacement and the amplified piezo.
Two masses are fixed at the ends of the piezo-electric stack actuator.
One mass is fixed at one end of the piezo-electric stack actuator, the other end is fixed to the world frame.
We first set the mass to be zero.
#+begin_src matlab
@@ -165,7 +165,6 @@ We first set the mass to be zero.
#+end_src
The dynamics is identified from the applied force to the measured relative displacement.
#+begin_src matlab
%% Name of the Simulink File
mdl = 'piezo_amplified_3d';
@@ -186,7 +185,6 @@ Then, we add 10Kg of mass:
And the dynamics is identified.
The two identified dynamics are compared in Figure [[fig:dynamics_act_disp_comp_mass]].
#+begin_src matlab
%% Name of the Simulink File
mdl = 'piezo_amplified_3d';
@@ -245,6 +243,8 @@ Let's import the results from an Harmonic response analysis in Ansys.
Gresp10 = readtable('FEA_HarmResponse_10kg.txt');
#+end_src
The obtained dynamics from the Simscape model and from the Ansys analysis are compare in Figure [[fig:dynamics_force_disp_comp_anasys]].
#+begin_src matlab :exports none
freqs = logspace(1, 5, 1000);
@@ -285,6 +285,8 @@ Let's import the results from an Harmonic response analysis in Ansys.
ylim([-390 30]);
xlabel('Frequency [Hz]'); ylabel('Phase [deg]');
hold off;
legend('location', 'southwest');
linkaxes([ax1,ax2],'x');
xlim([freqs(1), freqs(end)]);
#+end_src
@@ -299,6 +301,10 @@ Let's import the results from an Harmonic response analysis in Ansys.
[[file:figs/dynamics_force_disp_comp_anasys.png]]
** Force Sensor
The dynamics is identified from internal forces applied between nodes 3 and 11 to the relative displacement of nodes 11 and 13.
The obtained dynamics is shown in Figure [[fig:dynamics_force_force_sensor_comp_mass]].
#+begin_src matlab
m = 0;
#+end_src
@@ -348,9 +354,9 @@ Let's import the results from an Harmonic response analysis in Ansys.
ax2 = subplot(2,1,2);
hold on;
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gf, freqs, 'Hz')))), '-', ...
'DisplayName', '$m = 1kg$');
'DisplayName', '$m = 0kg$');
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gfm, freqs, 'Hz')))), '-', ...
'DisplayName', '$m = 1kg$');
'DisplayName', '$m = 10kg$');
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
yticks(-360:90:360);
ylim([-390 30]);