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<h2><span style="font-family:Tahoma;font-weight:normal;mso-bidi-font-weight:
bold">MS Thesis Defense<o:p></o:p></span></h2>
<p class="MsoNormal"><span style="font-family:Tahoma;mso-bidi-font-weight:bold"> </span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:Tahoma">Applying Predictive Analytics to
Detect and Diagnose Impending Problems in Electric Submersible Pumps <o:p></o:p></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:14.0pt;font-family:Tahoma;mso-bidi-font-weight:bold"> </span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:14.0pt;font-family:Tahoma;mso-bidi-font-weight:bold">Supriya
Gupta<o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="color:#1F497D"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; ">Date:</span><span style="font-size: 12pt; font-weight: normal;"> August 3, 2015<o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; font-weight: normal;"> </span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; ">Location: </span><span style="font-weight: normal; font-size: 12pt; ">ERP
Bldg 9 Room 124<o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; ">Time: </span><span style="font-weight: normal; font-size: 12pt; ">10:30
am<o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; font-weight: normal;"> </span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; ">Committee Chair:<span style="font-weight: normal; color: rgb(31, 73, 125); "> </span></span><span style="font-weight: normal; font-size: 12pt; ">Dr. Michael Nikolaou<span style="color:#1F497D"><o:p></o:p></span></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; font-weight: normal;"> </span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size: 12pt; ">Committee Members:<span style="font-weight: normal;"><o:p></o:p></span></span></p>
<p class="MsoNormal" style="text-align: left;margin-left: 2in; "><span style="font-weight: normal;"> <span class="Apple-tab-span" style="white-space:pre"> </span> Dr. Christine Ehlig-Economides<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align: left;margin-left: 1.5in; text-indent: 0.5in; "><span style="font-weight: normal;"> <span class="Apple-tab-span" style="white-space:pre"> </span> Dr. Karolos Grigoriadis<o:p></o:p></span></p>
<p style="text-align: left;margin-top: 6pt; margin-bottom: 6pt; line-height: 115%; background-color: white; "><span style="font-size: 11pt; line-height: 115%; font-family: Calibri; font-weight: normal;"> </span></p>
<p style="margin-top: 6pt; margin-bottom: 6pt; text-align: justify; line-height: 150%; background-color: white; background-position: initial initial; background-repeat: initial initial; "><span style="font-weight: normal;"><span style="font-size:11.0pt;line-height:150%;font-family:Calibri;mso-ascii-theme-font:
minor-latin;mso-fareast-font-family:Calibri;mso-fareast-theme-font:minor-latin;
mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi">Electrical submersible pump (ESP) is currently
the fastest growing artificial-lift pumping technology. Deployed across 15 to 20 percent of oil-wells
worldwide, ESPs are an efficient and reliable option at high production volumes
and greater depths. The financial impact of ESP failure is substantial, from
both lost production and replacement costs. Furthermore, the emerging trend in
the E&P industry of using downhole sensors for real-time surveillance
provides an opportunity for predicting and preventing ESP shutdowns using data driven
techniques employing multivariate statistics. Therefore, i</span><span style="font-size:11.0pt;line-height:150%;font-family:Calibri;mso-ascii-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin">n a quest to reduce costs and
optimize maintenance of ESP</span><span style="font-size:11.0pt;line-height:
150%;font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-fareast-font-family:
Calibri;mso-fareast-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font:minor-bidi">, a </span><span style="font-size:11.0pt;line-height:150%;font-family:Calibri;mso-fareast-font-family:
Calibri">methodology for data-driven detection and diagnosis of impending ESP
problems in real time</span><span style="font-size:11.0pt;line-height:150%;
font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-fareast-font-family:
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mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font:minor-bidi"> is
proposed to advance from a reactive approach towards failure situation to a proactive
approach to ESP health monitoring. This would enable prediction of impending
events, diagnosis of the cause and prescription of preventive action. T</span></span><span style="font-size:11.0pt;
line-height:150%;font-family:Calibri;mso-ascii-theme-font:minor-latin;
mso-hansi-theme-font:minor-latin"><span style="font-weight: normal;">his real-time analytical model enables
proactive safeguarding of ESP operation, reduction of intervention costs and
production optimization leading to significant improvement in overall oilfield
economics.</span><o:p></o:p></span></p>
<!--EndFragment--></h2>
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