MIME-Version: 1.0
Content-Type: multipart/related; boundary="----=_NextPart_01C6F1C0.6D009F50"

This document is a Single File Web Page, also known as a Web Archive file.  If you are seeing this message, your browser or editor doesn't support Web Archive files.  Please download a browser that supports Web Archive, such as Microsoft Internet Explorer.

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link rel=3DFile-List href=3D"Chapter_8_Lecture_files/filelist.xml">
<link rel=3DPreview href=3D"Chapter_8_Lecture_files/preview.wmf">
<link rel=3DEdit-Time-Data href=3D"Chapter_8_Lecture_files/editdata.mso">
<link rel=3DOLE-Object-Data href=3D"Chapter_8_Lecture_files/oledata.mso">
<title>Chapter 1: Development of Off-Road Vehicles</title>
<!--[if gte mso 9]><xml>
 <o:DocumentProperties>
  <o:Author>Scott A. Shearer</o:Author>
  <o:Template>Eclipse</o:Template>
  <o:LastAuthor>Scott A. Shearer</o:LastAuthor>
  <o:Revision>221</o:Revision>
  <o:TotalTime>9758</o:TotalTime>
  <o:Created>2005-08-24T17:13:03Z</o:Created>
  <o:LastSaved>2006-10-17T11:46:59Z</o:LastSaved>
  <o:Words>1016</o:Words>
  <o:PresentationFormat>On-screen Show</o:PresentationFormat>
  <o:Company>Biosystems and Agricultural Engineering - UK</o:Company>
  <o:Paragraphs>148</o:Paragraphs>
  <o:Slides>43</o:Slides>
  <o:Version>11.6360</o:Version>
 </o:DocumentProperties>
 <o:OfficeDocumentSettings>
  <o:PixelsPerInch>80</o:PixelsPerInch>
 </o:OfficeDocumentSettings>
</xml><![endif]-->
<link rel=3DPresentation-XML href=3D"Chapter_8_Lecture_files/pres.xml">
<meta name=3DDescription
content=3D"10/17/2006: Chapter 8: Intake and Exhaust Systems">
<meta http-equiv=3Dexpires content=3D0>
<![if !ppt]><script>
<!--
	var ver =3D 0, appVer =3D navigator.appVersion, msie =3D appVer.indexOf( "=
MSIE " )
	var msieWin31 =3D (appVer.indexOf( "Windows 3.1" ) >=3D 0), isMac =3D (app=
Ver.indexOf("Macintosh") >=3D 0)
	if( msie >=3D 0 )
		ver =3D parseFloat( appVer.substring( msie+5, appVer.indexOf ( ";", msie =
) ) )
	else
		ver =3D parseInt( appVer )

	browserSupported=3D0
	if( !isMac && ver >=3D 4 && msie >=3D 0 ) {
		browserSupported=3D1
		window.location.replace( 'Chapter_8_Lecture_files/frame.htm'+document.loc=
ation.hash )
	}	=09
//-->
</script><![endif]>
</head>

<body>
<script><!--

if( browserSupported )
	document.writeln('<div style=3D"visibility:hidden">');

//--></script><font face=3DArial size=3D2><b>

<p>This presentation contains content that your browser may not be able to =
show
properly. This presentation was optimized for more recent versions of Micro=
soft
Internet Explorer.</p>

<p>If you would like to proceed anyway, click <a
href=3D"Chapter_8_Lecture_files/frame.htm">here</a>.</p>

</b></font><script><!--

if( browserSupported )
	document.writeln('</div>');

//--></script>
</body>

</html>

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/master06.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File href=3D"../Chapter_8_Lecture.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<![if IE]>
<base href=3D"file:///C:\D06BE2A5\Chapter_8_Lecture_files\master06.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DRobots content=3DNoIndex>
<link rel=3DStylesheet href=3D"master06_stylesheet.css">
<![if !ppt]><script src=3Dscript.js></script>
<script>
<!--
	parent.location.href=3Ddocument.all.item("Main-File").href
//-->
</script>
<![endif]>
</head>

<body>

<div v:shape=3D"_x0000_s47107" class=3DO><span style=3D'font-family:"Times =
New Roman";
font-size:133%;mso-special-format:lastCR'>&#13;</span></div>

<div v:shape=3D"_x0000_m47110" class=3DT>Click to edit Master title style</=
div>

<div v:shape=3D"_x0000_m47111">

<div class=3DB>Click to edit Master text styles&#13;</div>

<div class=3DB1>Second level&#13;</div>

<div class=3DB2>Third level&#13;</div>

<div class=3DB3>Fourth level&#13;</div>

<div class=3DB4>Fifth level</div>

</div>

<div v:shape=3D"_x0000_s47112" class=3DO><span lang=3DEN-US style=3D'font-f=
amily:Verdana;
font-size:67%;mso-field-code:meta0'>&#8249;date/time&#8250;</span><span
style=3D'font-family:Verdana;font-size:67%;mso-special-format:lastCR'>&#13;=
</span></div>

<div v:shape=3D"_x0000_s47113" class=3DO style=3D'text-align:center'><span
style=3D'font-family:Verdana;font-size:67%;mso-field-code:meta15'>&#8249;fo=
oter&#8250;</span><span
style=3D'font-family:Verdana;font-size:67%;mso-special-format:lastCR'>&#13;=
</span></div>

<div v:shape=3D"_x0000_s47114" class=3DO style=3D'text-align:right'><span
style=3D'font-family:Verdana;font-size:67%;mso-field-code:meta16'>&#8249;#&=
#8250;</span><span
style=3D'font-family:Verdana;font-size:67%;mso-special-format:lastCR'>&#13;=
</span></div>

</body>

</html>

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/master06.xml
Content-Transfer-Encoding: quoted-printable
Content-Type: text/xml; charset="utf-8"

<xml xmlns:v=3D"urn:schemas-microsoft-com:vml"
 xmlns:o=3D"urn:schemas-microsoft-com:office:office"
 xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
 xmlns:oa=3D"urn:schemas-microsoft-com:office:activation">
 <o:shapelayout v:ext=3D"edit">
  <o:idmap v:ext=3D"edit" data=3D"46"/>
 </o:shapelayout><p:colorscheme
  colors=3D"#2a285a,#f8f8f8,#5f5f5f,#ffffff,#999966,#8c8b9d,#465174,#c0c0c0=
"/>
 <v:background id=3D"_x0000_s47105" o:bwmode=3D"white" fillcolor=3D"#2a285a=
 [0]">
  <v:fill color2=3D"#8c8b9d [5]"/>
 </v:background><p:shaperange id=3D"_x0000_s47106">
  <v:group id=3D"_x0000_s47106" style=3D'position:absolute;left:-255pt;top:=
0;
   width:939pt;height:300pt' coordorigin=3D"-2040" coordsize=3D"7512,2400">
   <v:shape id=3D"_x0000_s47107" style=3D'position:absolute;left:-2040;top:=
432;
    width:2592;height:1968' coordorigin=3D"-32000,-32000" coordsize=3D"6400=
0,64000"
    o:spt=3D"100" adj=3D"18296,-30880,31512" path=3D"wr-32000,-32000,32000,=
32000@10@11@13@14,-32000,-32000,32000,32000@18@14@19@20l@0@20@0@24wa-32000,=
-32000,32000,32000@23@24@22@11xe"
    fillcolor=3D"#8c8b9d [5]" stroked=3D"f">
    <v:stroke joinstyle=3D"miter"/>
    <v:formulas>
     <v:f eqn=3D"val #0"/>
     <v:f eqn=3D"val #1"/>
     <v:f eqn=3D"val #2"/>
     <v:f eqn=3D"ellipse @0 32000 32000"/>
     <v:f eqn=3D"ellipse @1 32000 32000"/>
     <v:f eqn=3D"ellipse @2 32000 32000"/>
     <v:f eqn=3D"sum 0 0 @3"/>
     <v:f eqn=3D"sum 0 0 @4"/>
     <v:f eqn=3D"sum 0 0 @5"/>
     <v:f eqn=3D"sum 0 @4 @0"/>
     <v:f eqn=3D"if @9 @4 @0"/>
     <v:f eqn=3D"if @9 @1 @6"/>
     <v:f eqn=3D"sum 0 @5 @0"/>
     <v:f eqn=3D"if @12 @5 @0"/>
     <v:f eqn=3D"if @12 @2 @3"/>
     <v:f eqn=3D"sum @11 0 1"/>
     <v:f eqn=3D"sum @14 1 0"/>
     <v:f eqn=3D"sum 0 @14 @3"/>
     <v:f eqn=3D"if @17 @8 @13"/>
     <v:f eqn=3D"if @17 @0 @13"/>
     <v:f eqn=3D"if @17 @3 @16"/>
     <v:f eqn=3D"sum 0 @6 @11"/>
     <v:f eqn=3D"if @21 @7 @10"/>
     <v:f eqn=3D"if @21 @0 @10"/>
     <v:f eqn=3D"if @21 @6 @15"/>
     <v:f eqn=3D"min @10 @13"/>
     <v:f eqn=3D"max @8 @7"/>
     <v:f eqn=3D"max @26 @0"/>
    </v:formulas>
    <v:path gradientshapeok=3D"t" o:connecttype=3D"segments" textboxrect=3D=
"@27,@11,@25,@14"/>
    <v:handles>
     <v:h position=3D"#0,#1" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
     <v:h position=3D"#0,#2" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
    </v:handles>
   </v:shape><v:shape id=3D"_x0000_s47108" style=3D'position:absolute;left:=
-1528;
    width:1949;height:1987' coordorigin=3D"-32000,-32000" coordsize=3D"6400=
0,64000"
    o:spt=3D"100" adj=3D"18077,-30880,32000" path=3D"wr-32000,-32000,32000,=
32000@10@11@13@14,-32000,-32000,32000,32000@18@14@19@20l@0@20@0@24wa-32000,=
-32000,32000,32000@23@24@22@11xe"
    fillcolor=3D"#465174 [6]" stroked=3D"f">
    <v:stroke joinstyle=3D"miter"/>
    <v:formulas>
     <v:f eqn=3D"val #0"/>
     <v:f eqn=3D"val #1"/>
     <v:f eqn=3D"val #2"/>
     <v:f eqn=3D"ellipse @0 32000 32000"/>
     <v:f eqn=3D"ellipse @1 32000 32000"/>
     <v:f eqn=3D"ellipse @2 32000 32000"/>
     <v:f eqn=3D"sum 0 0 @3"/>
     <v:f eqn=3D"sum 0 0 @4"/>
     <v:f eqn=3D"sum 0 0 @5"/>
     <v:f eqn=3D"sum 0 @4 @0"/>
     <v:f eqn=3D"if @9 @4 @0"/>
     <v:f eqn=3D"if @9 @1 @6"/>
     <v:f eqn=3D"sum 0 @5 @0"/>
     <v:f eqn=3D"if @12 @5 @0"/>
     <v:f eqn=3D"if @12 @2 @3"/>
     <v:f eqn=3D"sum @11 0 1"/>
     <v:f eqn=3D"sum @14 1 0"/>
     <v:f eqn=3D"sum 0 @14 @3"/>
     <v:f eqn=3D"if @17 @8 @13"/>
     <v:f eqn=3D"if @17 @0 @13"/>
     <v:f eqn=3D"if @17 @3 @16"/>
     <v:f eqn=3D"sum 0 @6 @11"/>
     <v:f eqn=3D"if @21 @7 @10"/>
     <v:f eqn=3D"if @21 @0 @10"/>
     <v:f eqn=3D"if @21 @6 @15"/>
     <v:f eqn=3D"min @10 @13"/>
     <v:f eqn=3D"max @8 @7"/>
     <v:f eqn=3D"max @26 @0"/>
    </v:formulas>
    <v:path gradientshapeok=3D"t" o:connecttype=3D"segments" textboxrect=3D=
"@27,@11,@25,@14"/>
    <v:handles>
     <v:h position=3D"#0,#1" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
     <v:h position=3D"#0,#2" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
    </v:handles>
   </v:shape><v:line id=3D"_x0000_s47109" style=3D'position:absolute' from=
=3D"864,960"
    to=3D"5472,960" strokecolor=3D"#f8f8f8 [1]" strokeweight=3D"1pt">
    <v:shadow color=3D"#5f5f5f [2]"/>
   </v:line></v:group></p:shaperange>
 <p:shaperange id=3D"_x0000_m47110">
  <v:shapetype id=3D"_x0000_m47110" style=3D'position:absolute;left:107.875=
pt;
   top:23.75pt;width:575.875pt;height:90pt;v-text-anchor:bottom' coordsize=
=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"title"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_m47111">
  <v:shapetype id=3D"_x0000_m47111" style=3D'position:absolute;left:107.875=
pt;
   top:143.875pt;width:575.875pt;height:324pt' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"body" position=3D"1"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s47112">
  <v:shapetype id=3D"_x0000_s47112" style=3D'position:absolute;left:36pt;to=
p:492pt;
   width:168pt;height:36pt;v-text-anchor:bottom' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"dateTime" position=3D"2" size=3D"half"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s47113">
  <v:shapetype id=3D"_x0000_s47113" style=3D'position:absolute;left:246pt;t=
op:492pt;
   width:228pt;height:36pt;v-text-anchor:bottom' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"footer" position=3D"3" size=3D"quarter"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s47114">
  <v:shapetype id=3D"_x0000_s47114" style=3D'position:absolute;left:516pt;t=
op:492pt;
   width:168pt;height:36pt;v-text-anchor:bottom' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"slideNumber" position=3D"4" size=3D"quarter"/>
  </v:shapetype></p:shaperange>
</xml>
------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/preview.wmf
Content-Transfer-Encoding: base64
Content-Type: image/x-wmf
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/master07.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File href=3D"../Chapter_8_Lecture.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<![if IE]>
<base href=3D"file:///C:\D06BE2A5\Chapter_8_Lecture_files\master07.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DRobots content=3DNoIndex>
<link rel=3DStylesheet href=3D"master06_stylesheet.css">
<![if !ppt]><script src=3Dscript.js></script>
<script>
<!--
	parent.location.href=3Ddocument.all.item("Main-File").href
//-->
</script>
<![endif]>
</head>

<body>

<div v:shape=3D"_x0000_s48132" class=3DO><span style=3D'font-family:"Times =
New Roman";
font-size:133%;mso-special-format:lastCR'>&#13;</span></div>

<div v:shape=3D"_x0000_m48134" class=3DCT>Click to edit Master title style<=
/div>

<div v:shape=3D"_x0000_m48135" class=3DCB>Click to edit Master subtitle sty=
le</div>

<div v:shape=3D"_x0000_s48136" class=3DO><span lang=3DEN-US style=3D'font-f=
amily:Verdana;
font-size:67%;mso-field-code:meta0'>&#8249;date/time&#8250;</span><span
style=3D'font-family:Verdana;font-size:67%;mso-special-format:lastCR'>&#13;=
</span></div>

<div v:shape=3D"_x0000_s48137" class=3DO style=3D'text-align:center'><span
style=3D'font-family:Verdana;font-size:67%;mso-field-code:meta15'>&#8249;fo=
oter&#8250;</span><span
style=3D'font-family:Verdana;font-size:67%;mso-special-format:lastCR'>&#13;=
</span></div>

<div v:shape=3D"_x0000_s48138" class=3DO style=3D'text-align:right'><span
style=3D'font-family:Verdana;font-size:67%;mso-field-code:meta16'>&#8249;#&=
#8250;</span><span
style=3D'font-family:Verdana;font-size:67%;mso-special-format:lastCR'>&#13;=
</span></div>

</body>

</html>

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/master07.xml
Content-Transfer-Encoding: quoted-printable
Content-Type: text/xml; charset="utf-8"

<xml xmlns:v=3D"urn:schemas-microsoft-com:vml"
 xmlns:o=3D"urn:schemas-microsoft-com:office:office"
 xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
 xmlns:oa=3D"urn:schemas-microsoft-com:office:activation">
 <o:shapelayout v:ext=3D"edit">
  <o:idmap v:ext=3D"edit" data=3D"47"/>
 </o:shapelayout><p:colorscheme
  colors=3D"#2a285a,#f8f8f8,#5f5f5f,#ffffff,#999966,#8c8b9d,#465174,#c0c0c0=
"/>
 <v:background id=3D"_x0000_s48129" o:bwmode=3D"white" fillcolor=3D"#2a285a=
 [0]">
  <v:fill color2=3D"#8c8b9d [5]"/>
 </v:background><p:shaperange id=3D"_x0000_s48130">
  <v:group id=3D"_x0000_s48130" style=3D'position:absolute;left:-253.75pt;t=
op:24pt;
   width:937.75pt;height:372pt' coordorigin=3D"-2030,192" coordsize=3D"7502=
,2976">
   <v:line id=3D"_x0000_s48131" style=3D'position:absolute' from=3D"912,158=
4" to=3D"5472,1584"
    strokecolor=3D"#f8f8f8 [1]" strokeweight=3D"1pt">
    <v:shadow color=3D"#5f5f5f [2]"/>
   </v:line><v:shape id=3D"_x0000_s48132" style=3D'position:absolute;left:-=
1584;
    top:864;width:2304;height:2304' coordorigin=3D"-32000,-32000" coordsize=
=3D"64000,64000"
    o:spt=3D"100" adj=3D"12083,-32000,32000" path=3D"wr-32000,-32000,32000,=
32000@10@11@13@14,-32000,-32000,32000,32000@18@14@19@20l@0@20@0@24wa-32000,=
-32000,32000,32000@23@24@22@11xe"
    fillcolor=3D"#8c8b9d [5]" stroked=3D"f">
    <v:stroke joinstyle=3D"miter"/>
    <v:formulas>
     <v:f eqn=3D"val #0"/>
     <v:f eqn=3D"val #1"/>
     <v:f eqn=3D"val #2"/>
     <v:f eqn=3D"ellipse @0 32000 32000"/>
     <v:f eqn=3D"ellipse @1 32000 32000"/>
     <v:f eqn=3D"ellipse @2 32000 32000"/>
     <v:f eqn=3D"sum 0 0 @3"/>
     <v:f eqn=3D"sum 0 0 @4"/>
     <v:f eqn=3D"sum 0 0 @5"/>
     <v:f eqn=3D"sum 0 @4 @0"/>
     <v:f eqn=3D"if @9 @4 @0"/>
     <v:f eqn=3D"if @9 @1 @6"/>
     <v:f eqn=3D"sum 0 @5 @0"/>
     <v:f eqn=3D"if @12 @5 @0"/>
     <v:f eqn=3D"if @12 @2 @3"/>
     <v:f eqn=3D"sum @11 0 1"/>
     <v:f eqn=3D"sum @14 1 0"/>
     <v:f eqn=3D"sum 0 @14 @3"/>
     <v:f eqn=3D"if @17 @8 @13"/>
     <v:f eqn=3D"if @17 @0 @13"/>
     <v:f eqn=3D"if @17 @3 @16"/>
     <v:f eqn=3D"sum 0 @6 @11"/>
     <v:f eqn=3D"if @21 @7 @10"/>
     <v:f eqn=3D"if @21 @0 @10"/>
     <v:f eqn=3D"if @21 @6 @15"/>
     <v:f eqn=3D"min @10 @13"/>
     <v:f eqn=3D"max @8 @7"/>
     <v:f eqn=3D"max @26 @0"/>
    </v:formulas>
    <v:path gradientshapeok=3D"t" o:connecttype=3D"segments" textboxrect=3D=
"@27,@11,@25,@14"/>
    <v:handles>
     <v:h position=3D"#0,#1" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
     <v:h position=3D"#0,#2" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
    </v:handles>
   </v:shape><v:shape id=3D"_x0000_s48133" style=3D'position:absolute;left:=
-2030;
    top:192;width:2544;height:2544' coordorigin=3D"-32000,-32000" coordsize=
=3D"64000,64000"
    o:spt=3D"100" adj=3D"18994,-30013,32000" path=3D"wr-32000,-32000,32000,=
32000@10@11@13@14,-32000,-32000,32000,32000@18@14@19@20l@0@20@0@24wa-32000,=
-32000,32000,32000@23@24@22@11xe"
    fillcolor=3D"#465174 [6]" stroked=3D"f">
    <v:stroke joinstyle=3D"miter"/>
    <v:formulas>
     <v:f eqn=3D"val #0"/>
     <v:f eqn=3D"val #1"/>
     <v:f eqn=3D"val #2"/>
     <v:f eqn=3D"ellipse @0 32000 32000"/>
     <v:f eqn=3D"ellipse @1 32000 32000"/>
     <v:f eqn=3D"ellipse @2 32000 32000"/>
     <v:f eqn=3D"sum 0 0 @3"/>
     <v:f eqn=3D"sum 0 0 @4"/>
     <v:f eqn=3D"sum 0 0 @5"/>
     <v:f eqn=3D"sum 0 @4 @0"/>
     <v:f eqn=3D"if @9 @4 @0"/>
     <v:f eqn=3D"if @9 @1 @6"/>
     <v:f eqn=3D"sum 0 @5 @0"/>
     <v:f eqn=3D"if @12 @5 @0"/>
     <v:f eqn=3D"if @12 @2 @3"/>
     <v:f eqn=3D"sum @11 0 1"/>
     <v:f eqn=3D"sum @14 1 0"/>
     <v:f eqn=3D"sum 0 @14 @3"/>
     <v:f eqn=3D"if @17 @8 @13"/>
     <v:f eqn=3D"if @17 @0 @13"/>
     <v:f eqn=3D"if @17 @3 @16"/>
     <v:f eqn=3D"sum 0 @6 @11"/>
     <v:f eqn=3D"if @21 @7 @10"/>
     <v:f eqn=3D"if @21 @0 @10"/>
     <v:f eqn=3D"if @21 @6 @15"/>
     <v:f eqn=3D"min @10 @13"/>
     <v:f eqn=3D"max @8 @7"/>
     <v:f eqn=3D"max @26 @0"/>
    </v:formulas>
    <v:path gradientshapeok=3D"t" o:connecttype=3D"segments" textboxrect=3D=
"@27,@11,@25,@14"/>
    <v:handles>
     <v:h position=3D"#0,#1" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
     <v:h position=3D"#0,#2" xrange=3D"-32000,32000" yrange=3D"-32000,32000=
"/>
    </v:handles>
   </v:shape></v:group></p:shaperange>
 <p:shaperange id=3D"_x0000_m48134">
  <v:shapetype id=3D"_x0000_m48134" style=3D'position:absolute;left:113.625=
pt;
   top:77.625pt;width:570pt;height:113.75pt;v-text-anchor:bottom' coordsize=
=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"centerTitle"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_m48135">
  <v:shapetype id=3D"_x0000_m48135" style=3D'position:absolute;left:113.625=
pt;
   top:269.875pt;width:570pt;height:138pt' coordsize=3D"21600,21600" o:mast=
er=3D""
   o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f" fillcolor=3D=
"#996 [4]"
   stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"subTitle" position=3D"1"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s48136">
  <v:shapetype id=3D"_x0000_s48136" style=3D'position:absolute;left:36pt;to=
p:492pt;
   width:168pt;height:36pt;v-text-anchor:bottom' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"dateTime" position=3D"2" size=3D"half"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s48137">
  <v:shapetype id=3D"_x0000_s48137" style=3D'position:absolute;left:246pt;t=
op:492pt;
   width:228pt;height:36pt;v-text-anchor:bottom' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"footer" position=3D"3" size=3D"quarter"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s48138">
  <v:shapetype id=3D"_x0000_s48138" style=3D'position:absolute;left:516pt;t=
op:492pt;
   width:168pt;height:36pt;v-text-anchor:bottom' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#996 [4]" stroked=3D"f" strokecolor=3D"#f8f8f8 [1]">
   <v:fill color2=3D"#2a285a [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"#5f5f5f [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"slideNumber" position=3D"4" size=3D"quarter"/>
  </v:shapetype></p:shaperange>
</xml>
------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/pres.xml
Content-Transfer-Encoding: quoted-printable
Content-Type: text/xml; charset="utf-8"

<xml xmlns:v=3D"urn:schemas-microsoft-com:vml"
 xmlns:o=3D"urn:schemas-microsoft-com:office:office"
 xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
 xmlns:oa=3D"urn:schemas-microsoft-com:office:activation">
 <p:presentation sizeof=3D"screen" gridspacingx=3D"49152" gridspacingy=3D"4=
9152">
  <p:master id=3D"6" slidesn=3D"1C01312,DFD79300" type=3D"main" href=3D"mas=
ter06.htm"
   xmlhref=3D"master06.xml" template=3D"Eclipse" layout=3D"title_body"
   slots=3D"title,body,dateTime,footer,slideNumber">
   <p:schemes>
    <p:colorscheme
     colors=3D"#ffffff,#000000,#5f5f5f,#006666,#33cccc,#99cccc,#006666,#b2b=
2b2"/>
    <p:colorscheme
     colors=3D"#ffffff,#000000,#5f5f5f,#333366,#cc99ff,#99cccc,#666699,#660=
066"/>
    <p:colorscheme
     colors=3D"#ffffff,#000000,#434343,#0000cc,#99cc00,#ffcc00,#ff0000,#808=
080"/>
    <p:colorscheme
     colors=3D"#64aaae,#000000,#5f5f5f,#ffffcc,#b4b1db,#61c1d7,#257177,#ccc=
ccc"/>
    <p:colorscheme
     colors=3D"#2a285a,#f8f8f8,#5f5f5f,#ffffff,#999966,#8c8b9d,#465174,#c0c=
0c0"/>
    <p:colorscheme
     colors=3D"#360404,#ffffff,#434343,#ffffff,#669900,#cc6600,#cc3300,#808=
080"/>
    <p:colorscheme
     colors=3D"#000000,#ffffff,#434343,#8285fe,#669900,#9900ff,#6600cc,#808=
080"/>
    <p:colorscheme
     colors=3D"#000000,#ffffff,#434343,#0066ff,#339966,#ffcc00,#cc0000,#808=
080"/>
    <p:colorscheme
     colors=3D"#669900,#ffffff,#333300,#ffffcc,#cccc00,#99cc00,#336600,#fff=
f66"/>
    <p:colorscheme
     colors=3D"#660000,#ffffcc,#333333,#cccccc,#ff6600,#cc3300,#990000,#cc9=
900"/>
   </p:schemes>
  </p:master>
  <p:master id=3D"7" slidesn=3D"1C01312,DFD79300" type=3D"title" href=3D"ma=
ster07.htm"
   xmlhref=3D"master07.xml" layout=3D"title_subtitle"
   slots=3D"centerTitle,subTitle,dateTime,footer,slideNumber"/>
  <p:slide id=3D"1" slidesn=3D"1C5A8CD,3A6E33F0" href=3D"slide0001.htm"
   masterhref=3D"master07.htm" layout=3D"title_subtitle"
   slots=3D"centerTitle,subTitle"/>
  <p:slide id=3D"78" slidesn=3D"1C5D91A,70732AA0" href=3D"slide0078.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"79" slidesn=3D"1C5D91B,3A5A0690" href=3D"slide0079.htm"
   layout=3D"title_body" slots=3D"title,object"/>
  <p:slide id=3D"84" slidesn=3D"1C5D920,D0B45FF0" href=3D"slide0084.htm"
   layout=3D"title_body" slots=3D"title,object"/>
  <p:slide id=3D"85" slidesn=3D"1C5D920,D0B45FF0" href=3D"slide0085.htm"
   layout=3D"title_body" slots=3D"title,object"/>
  <p:slide id=3D"80" slidesn=3D"1C5D91B,768FB100" href=3D"slide0080.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"81" slidesn=3D"1C5D91C,C8FC3250" href=3D"slide0081.htm"
   layout=3D"title_body" slots=3D"title,object"/>
  <p:slide id=3D"82" slidesn=3D"1C5D91D,CE59FC90" href=3D"slide0082.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"83" slidesn=3D"1C5D91E,C6E01E30" href=3D"slide0083.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"86" slidesn=3D"1C5DA26,53CA33A0" href=3D"slide0086.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"89" slidesn=3D"1C5DA26,53CA33A0" href=3D"slide0089.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"87" slidesn=3D"1C5DA26,552AFC20" href=3D"slide0087.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"88" slidesn=3D"1C5DA26,55A953E0" href=3D"slide0088.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"90" slidesn=3D"1C5DA2C,BC892D50" href=3D"slide0090.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"93" slidesn=3D"1C5DA26,552AFC20" href=3D"slide0093.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"91" slidesn=3D"1C5DA2D,70EFBBB0" href=3D"slide0091.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"94" slidesn=3D"1C5DA26,552AFC20" href=3D"slide0094.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"95" slidesn=3D"1C5DA30,16D72110" href=3D"slide0095.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"96" slidesn=3D"1C5DA30,16D72110" href=3D"slide0096.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"97" slidesn=3D"1C5DA44,11556E90" href=3D"slide0097.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"98" slidesn=3D"1C5DA44,11556E90" href=3D"slide0098.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"99" slidesn=3D"1C5DA44,11556E90" href=3D"slide0099.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"100" slidesn=3D"1C5DA5B,6E11B320" href=3D"slide0100.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"101" slidesn=3D"1C5DA5B,6E11B320" href=3D"slide0101.htm"
   layout=3D"column_2_rows" slots=3D"title,body,object,object"/>
  <p:slide id=3D"102" slidesn=3D"1C5DA8E,AD915040" href=3D"slide0102.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"103" slidesn=3D"1C5DA90,B1A36B30" href=3D"slide0103.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"104" slidesn=3D"1C5DA91,7B570220" href=3D"slide0104.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"105" slidesn=3D"1C5DA92,7415650" href=3D"slide0105.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"106" slidesn=3D"1C5DA92,7415650" href=3D"slide0106.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"107" slidesn=3D"1C5DA92,7A3F0D00" href=3D"slide0107.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"108" slidesn=3D"1C5DA92,C64A0FB0" href=3D"slide0108.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"109" slidesn=3D"1C5DA93,5F916920" href=3D"slide0109.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"110" slidesn=3D"1C5DA94,48AA1C10" href=3D"slide0110.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"121" slidesn=3D"1C6F1E1,BD884D80" href=3D"slide0121.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"113" slidesn=3D"1C5DA97,EFFAE000" href=3D"slide0113.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"114" slidesn=3D"1C5DA9A,DD24EA90" href=3D"slide0114.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"115" slidesn=3D"1C5DA9B,CB4AF340" href=3D"slide0115.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"116" slidesn=3D"1C5DA9B,CB4AF340" href=3D"slide0116.htm"
   layout=3D"2_columns" slots=3D"title,body,object"/>
  <p:slide id=3D"117" slidesn=3D"1C5DAA0,39DB67F0" href=3D"slide0117.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"118" slidesn=3D"1C5DAA0,78B641C0" href=3D"slide0118.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"119" slidesn=3D"1C5DA97,46E5CF70" href=3D"slide0119.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"120" slidesn=3D"1C5DA97,46E5CF70" href=3D"slide0120.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"77" slidesn=3D"1C5B9B1,B583FD0" href=3D"slide0077.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:viewstate type=3D"slideView" slidehref=3D"slide0121.htm" restoredleft=
=3D"170"
   restoredtop=3D"946" manualadjustleft=3D"t" hideoutlineicons=3D"t"/>
  <p:font name=3D"Arial" charset=3D"0" type=3D"6" family=3D"34"/>
  <p:font name=3D"Times New Roman" charset=3D"0" type=3D"6" family=3D"18"/>
  <p:font name=3D"Verdana" charset=3D"0" type=3D"6" family=3D"34"/>
  <p:font name=3D"Wingdings" charset=3D"2" type=3D"6" family=3D"2"/>
  <p:font name=3D"Symbol" charset=3D"2" type=3D"6" family=3D"18"/>
  <p:headersfooters noheader=3D"t"/>
  <p:pptdocumentsettings framecolors=3D"WhiteTextOnBlack" hideslideanimatio=
n=3D"t"
   browsersupport=3D"v4"/>
 </p:presentation>
 <o:shapedefaults v:ext=3D"edit" spidmax=3D"462854">
  <o:colormru v:ext=3D"edit" colors=3D"#f30"/>
  <o:colormenu v:ext=3D"edit" fillcolor=3D"none [3]" strokecolor=3D"#f30"/>
 </o:shapedefaults></xml>
------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0079_image001.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0084_image002.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0085_image003.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0085_image004.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhdgBjAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAAB1
AGMAgQAAAPj4+P///wECAwL/jI+py+0Po4yi2ouz3rz7D4adIZbmiaZjoLbuC5PwTNebbOe6i+/+
D+oBh0SLsIj0HZPM2rIJ5bGi1Ni0ik09s9xV9xvagscCMflrPnPTaiy7TX3DofI5s25H4vPEPR/o
96d0JZgVWJhziOhEuBil6GgVWQU52VJpqdWYWYTJaeL5KRIqGrRZOojaeaqayNrKCAv4KitZu0N6
e5GrW8Hb+6sbfDtcWyx7DJvcuqzajPpcGi06/VnNeZ2Zbbk92R357Ri+OI5YXngumP63ztee924X
PzcPV992r5Z/tk/WP/YPTEA0tHppMmhjYBeFawoiBOXw4aiIEk1VtHXxEsWMHRwYGtrIUYNHNyBD
YhhJqaRJIxNaunwJM+YDAAUAADs=

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0085_image005.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhlQAhAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAACU
ACAAgQAAAPj4+P///wECAwKLjI+py+0Po5z0gSCy3rz7D4biSJbmGRroyrbuC3dqTNf2bc74zvev
7gsKhxwg8Yi8GZPM5mrpjEo/0Kl1Wr1qmdmtd9j9innhsblWPqtd6bX71H7LRfG5XYa56+H5vZ/e
9yeIN1hYFGg4WJeotsho5vgoFinpRVmpdYlppbkp1enpVDFKWmp6itpQAAA7

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0081_image006.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0083_image007.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0086_image008.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0089_image009.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0089_image010.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhBwAHAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAF
AAUAgQAAAPj4+P///wECAwIIRG6ip8JrUAEAOw==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0087_image011.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0088_image012.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0093_image013.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0091_image014.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0094_image015.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0094_image016.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhBwAHAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAF
AAUAgQAAAPj4+P///wECAwIIRG6ip8JrUAEAOw==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0094_image017.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhBgAHAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAG
AAUAgQAAAPj4+P///wECAwILBBJ2IhnMXDQIgQIAOw==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0094_image018.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhBwAHAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAF
AAUAgQAAAPj4+P///wECAwIIRG6ip8JrUAEAOw==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0095_image019.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0096_image020.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0098_image021.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0099_image022.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhBgAHAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAG
AAUAgQAAAPj4+P///wECAwIKRB5gIhnMXFQoFQA7

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0100_image023.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0101_image024.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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=

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0101_image025.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhwAA8AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAADA
ADwAggAAAAAAAAwKCwoICQcGBwMDAwYFBf///wP/eLrc/jDKSau9OOvNu/9gKI5kaZ5oqq5cULps
LM8R/FY2reV6zJO/RrBnGRJvKqPxSFkyP05RMCr8BWxXRhb4PFFB1gwsNz6UzahvtzjjqRVnIRp9
fV/sawm1HseQd3APY2d4AgMEBTV5IVFkW2JagHORcy59FgYGjw54i3ITYS0LeJeWlacbm5+eonqC
HZd3WGZ1cFidtq6sqaBITo+1Oqqru366XJOCg0zDlMXGir69uCPNo8+Q0ci/1Dh8fFXH2DjiUoE1
1jTpyeO92s687HLrPkvdi7/E8fa5RwJXAt61K6csWK4t9GJds4XQ0jIT34bcy9Mti6km53aYmghl
/yA5WP0wymNDaw3HLtTKXNTVSeXINh5Fpmr4sSXNJydxgpTUcpe9b9hw0YOgEFROc0RfyohoMONS
pzGTvlLq6WjNqO4EPpvCtKvXZgq/ih1LluxUqcy66mNRFCvUTxWbpBT21u3CpFbRSoJJFetPLRcb
BrY4mKGHvO4Q97BTa2Mgl7Qct/3IVzFdaI2vQR5UeGdlfHVlUp5F53FG0ve+gOsbTY0hRF5CZx1N
uDa4Ww6b7hWn+45sB5mG7ovH6EgjTjsZ551MsIXl2WfhZVMOcXU2u2uzH/6tzHnuatiRawXDnVNF
0uTDS9e+nXU45+tbqf+9vPz7UWrF3+04nz5E+4CAeeYeSf3xo99wfsy1H38FQmfgMa4BNNOCFIrW
oB7WHZThgaoBBUlTtl3X34BEOcbbUyWu5NuIAEqlYnQktncWYyzGd1U+7IGHFik1VujNQ3r5KEVv
kwgn5Hw9EXhgTM/plKCSMLbTJEqxWRhUj83JiOWWXHbp5ZcLAADmmCQkAAA7

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0101_image026.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhXgAuAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAABd
AC4AgwAAAAAAAAwKCwkHCAoICQgHBwsJCgcGBgsKCgMDAwcGBwkICP///wECAwECAwECAwT/kMlJ
q7046807A14ojmRpnsQppmp7sS4nwHE71x0h4O3gBTUf71SoBIBGpKs4LBFoEuVEKqIynk3SwGCx
WjlHq0GYDR12lO+3Y0UcyqJElxFeh75y+G9Oj6n1e2lRNX96dXVGSXZTh0cXhYAbeVN9hBeTkRkH
CIKLI1YCb5kaW5SDnmwWY6MaBjBKji1hFVisGQq2DEy5F2SjC7wYN6M6GLGDgAScmVCUUqgxzVnS
jKaKh8FDzyeN3d7f4OHej4LZvEizXd3mln3o7KPp6fD09ZX2WcfV+GVe/HD+/jWBJBAHEEQF8yFL
OHAhQ236HvI4KFEhtIpVnGH0s2+jx48gBUOKHBEBADs=

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0103_image027.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0103_image028.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhJQBKAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAj
AEcAgAAAAP8zAAKXhB+ny80BoZsUxFuzulh7HnkaKIkZmZgUqq5s67zwI88badN4foN8z/kBO8La
z5hD2lCp4s75PEZ5TKFBOcNmp0nuUtsCq6pWsYkMDZa9X9/a/VaniVI2zCxC1+V7PtUeBhgI1xdi
ZSF4lpiH98FU0qa3JXn32PXYNIh5acnZ6EJZ+VkROun3R1iYObc6dwj02hN7M7tRAAA7

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0105_image029.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0107_image030.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0108_image031.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0121.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File href=3D"../Chapter_8_Lecture.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Chapter 1: Development of Off-Road Vehicles</title>
<![if IE]>
<base href=3D"file:///C:\D06BE2A5\Chapter_8_Lecture_files\slide0121.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"10/17/2006: Waste-Gates">
<link rel=3DStylesheet href=3D"master06_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"452"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:#2A285A;clip:rect(=
0%, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#2a285a,#f8f8f8,#5f5f5f,#ffffff,#999966,#8c8b9d,#465174,#c0c0c0"
 masterhref=3D"master06.xml">
 <p:shaperange href=3D"master06.xml#_x0000_s47105"/><![if !ppt]><p:shaperan=
ge
  href=3D"master06.xml#_x0000_s47106"/><![if !vml]><img border=3D0
 v:shapes=3D"_x0000_s47106,_x0000_s47107,_x0000_s47108,_x0000_s47109"
 src=3D"master06_image002.gif" style=3D'position:absolute;top:4.0%;left:0%;
 width:95.5%;height:48.0%'><![endif]><p:shaperange
  href=3D"master06.xml#_x0000_s47112"/><p:shaperange
  href=3D"master06.xml#_x0000_s47113"/><![endif]><p:shaperange
  href=3D"master06.xml#_x0000_m47110"/><v:shape id=3D"_x0000_s462850" type=
=3D"#_x0000_m47110"
  style=3D'position:absolute;left:107.875pt;top:23.75pt;width:575.875pt;hei=
ght:90pt'>
  <v:fill o:detectmouseclick=3D"f"/>
  <v:stroke o:forcedash=3D"f"/>
  <o:lock v:ext=3D"edit" text=3D"f"/>
  <p:placeholder type=3D"title"/></v:shape>
 <div v:shape=3D"_x0000_s462850" class=3DT style=3D'position:absolute;top:1=
2.75%;
 left:15.91%;width:78.08%;height:7.75%'>Waste-Gates</div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s462852" type=3D"#_x0000_t75" style=3D=
'position:absolute;
  left:102pt;top:132pt;width:546pt;height:238.75pt'>
  <v:imagedata src=3D"slide0121_image032.gif" o:title=3D"Turbo Charger Diag=
ram"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s462852"
 src=3D"slide0121_image033.gif" style=3D'position:absolute;top:24.5%;left:1=
4.23%;
 width:75.84%;height:44.25%'><![endif]><v:shape id=3D"_x0000_s462853" type=
=3D"#_x0000_t75"
  style=3D'position:absolute;left:468pt;top:354pt;width:222pt;height:171.12=
5pt'>
  <v:imagedata src=3D"slide0121_image034.jpg" o:title=3D"wastegate2"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s462853"
 src=3D"slide0121_image035.jpg" style=3D'position:absolute;top:65.5%;left:6=
4.98%;
 width:30.89%;height:31.75%'><![endif]></p:slide></div>

</body>

</html>

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0121_image032.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0121_image033.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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==

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0121_image034.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0121_image035.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0113_image036.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0115_image037.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0116_image038.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhhwA/AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQCG
AD4AgwAAAAAAAAcGBwkHCAYFBQcGBggHBwUEBAMDAwoICQsJCgkICAwKCwsKCv///wECAwT/0MlJ
q7046827/2AojmRpnmiqrmzrvnBMKoIid7R979hA8J7CAEh0GAzFzjF5GxSYHSH0pThMOwjdVXXQ
bjHVbyrxFGsKCbOJkOYF3nA4J/HLxO9qSYC410/6GwgagIR5ZECFfh01GIkOgGYDC0yQHglDG5V5
BV6IIgplg3kVBwxJmh0MVqKjFKg3rxyxiq20fCSzj7V/pyWzuV/ALZVvHr8WcmLCLJrLx668wUWo
znasW8soeNAd1HGNyuHdI9ky5TDVIecxsQwJBgcNEgsHgszG6rayySqxB29WGghgYCBUCn7Xun1T
GG3QnYXcMCwIMKABEmnsKqxLaIFAgEtm/zZ+gCTSGgYGARBkCZlRT0mTFxJQRCDAxMObD8H9wclz
myuE+3Aiy+DRYgBTGF+8HHcBpRWZF7G1dDkMg0xMb9pcWZoJaD8MRR0IgGNvCld1e7iKLFaMKjpK
uk6UZOvnrM5pcW36qhs0Jz5kQg+eXauoTyxH2ag1tMsYV9tHj4fSKtdscS3CuDLD3LUxcj5yHFvZ
Hbn37q68njRfGI0OaWoRKDfv4nRrhsGIpx0M0Lqj5AJMknM7SFDz9U5gAnjjdskaRVlYwXO9qjz5
CxtYEDVqoAPYq74th5JeQAPa85QDyntlCCPC0RYFz9Vn6NJ++RUnUAxjkPI57agl02Q3AR+AIOBh
3hY+5EEAcMKNkMMXDzYo4YQUVmjhhRhmSEEEADs=

------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0117_image039.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0118_image040.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0119_image041.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C6F1C0.6D009F50
Content-Location: file:///C:/D06BE2A5/Chapter_8_Lecture_files/slide0120_image042.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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