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<p class="MsoNormal" align="center" style="margin-bottom:6.0pt;text-align:center;
line-height:18.0pt;background:white"><a name="m_-7947825601437461456__Toc434675189"><b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">PhD DEFENSE STUDENT: </span></b></a><span style="font-size: 14pt; font-family: 'Times New Roman'; ">Jaeyoung Cho</span><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="margin-bottom:6.0pt;text-align:center;
line-height:18.0pt;background:white"><b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">DATE: </span></b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">Tuesday,</span><span style="font-size: 14pt; font-family: 'Times New Roman'; "> </span><span style="font-size: 14pt; font-family: 'Times New Roman'; ">June 14, 2016</span><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="margin-bottom:6.0pt;text-align:center;
line-height:18.0pt;background:white"><b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">TIME: </span></b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">1</span><span style="font-size: 14pt; font-family: 'Times New Roman'; ">0</span><span style="font-size: 14pt; font-family: 'Times New Roman'; ">:00 AM</span><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="margin-bottom:6.0pt;text-align:center;
line-height:18.0pt;background:white"><b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">PLACE: </span></b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">Industrial</span><span style="font-size: 14pt; font-family: 'Times New Roman'; "> Engineering Conference Room</span><span style="font-size: 14pt; font-family: 'Times New Roman'; "> (E214)</span><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="margin-bottom:6.0pt;text-align:center;
line-height:18.0pt;background:white"><b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">DISSERTATION CHAIR: </span></b><span style="font-size: 14pt; font-family: 'Times New Roman'; ">Dr. </span><span style="font-size: 14pt; font-family: 'Times New Roman'; ">Gino J. Lim</span><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<div class="MsoNormal" align="center" style="text-align: center; line-height: 28pt; background-color: white; background-position: initial initial; background-repeat: initial initial; "><b><span style="font-size: 14pt; ">
<hr size="2" width="100%" align="center">
</span></b></div>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
line-height:normal;background:white"><span style="font-size: 14pt; ">TITLE:</span><span style="font-size:
9.5pt;font-family:Arial;mso-fareast-font-family:"Times New Roman";color:#222222"><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align: center; line-height: 24pt; background-color: white; background-position: initial initial; background-repeat: initial initial; "><b><span style="font-size: 12pt; font-family: 'Times New Roman'; ">Maritime Vehicle Routing under Uncertainty:
Liquefied Natural Gas Shipping and Offshore Pipeline Damage Assessment Problems</span></b><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align: center; line-height: 24pt; background-color: white; background-position: initial initial; background-repeat: initial initial; "><b><span style="font-size: 12pt; font-family: 'Times New Roman'; "> </span></b><span style="font-size: 12pt; font-family: 'Times New Roman'; color: rgb(34, 34, 34); "><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;text-align:justify;text-justify:
inter-ideograph;text-indent:.5in;line-height:17.4pt;mso-line-height-rule:exactly"><span style="font-size: 12pt; font-family: 'Times New Roman'; ">W</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">e propose </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">three maritime vehicle routing optimization models under
uncertainty. <o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;text-align:justify;text-justify:
inter-ideograph;text-indent:.5in;line-height:17.4pt;mso-line-height-rule:exactly"><span style="font-size: 12pt; font-family: 'Times New Roman'; ">First, LNG ship routing
optimization model</span><span style="font-size: 12pt; font-family: 'Times New Roman'; "> considering </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">random </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">boil-off gas (BOG) </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">is formulated as two-stage mixed integer program</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">. In the first stage problem, we have an optimal single
production inventory schedule and routing decisions before the realization of
the random BOG. For every possible realization of the random BOG, the
second-stage variables are represented by the amount of LNG surplus or shortage
when a cargo vessel arrives at a regasification terminal. We solve the problem
by converting to a deterministic equivalent using Monte Carlo sampling-based
optimization.</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">
<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;text-align:justify;text-justify:
inter-ideograph;text-indent:.5in;line-height:17.4pt;mso-line-height-rule:exactly"><span style="font-size: 12pt; font-family: 'Times New Roman'; ">Second, two types of LNG
production-inventory planning and ship routing models under weather disruptions
are proposed. In the first model, LNG inventory routing problem is formulated
as a two-stage stochastic mixed integer program to maximize the overall
expected revenue while minimizing uncertain impact of weather disruptions. Our
second model differs in that a decision maker’s preference on risks is
reflected by a parametric optimization technique. This model enables a decision
maker to have a `what-if analysis' by varying the level of risk preference. To
overcome the computational difficulties of the proposed models, two techniques
have been proposed. A probing-based preprocessing technique is developed to
reduce the number of binary variables utilizing the relations among time
windows and the amount of boil-off gas in a path. The routing process is
further simplified in the model by replacing the sub-tour elimination
constraint with a logical inequality. Computational results indicate that our
proposed models and techniques are well suited to solve the problem in a
reasonable time. <o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;text-align:justify;text-justify:
inter-ideograph;text-indent:.5in;line-height:17.4pt;mso-line-height-rule:exactly"><span style="font-size: 12pt; font-family: 'Times New Roman'; ">Lastly, </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">a two-phase</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">d</span><span style="font-size: 12pt; font-family: 'Times New Roman'; "> multiple autonomous underwater
vehicles (AUVs) assisted offshore pipeline network damage assessment</span><span style="font-size: 12pt; font-family: 'Times New Roman'; "> model is presented </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">to accelerate the </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">inspection process</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">.
In the first phase, we determine optimum AUV pre-positioning locations before
an extreme event to </span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">collect
data how and what causes pipeline damages</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">. This
problem is formulated as a two-stage stochastic integer program</span><span style="font-size: 12pt; font-family: 'Times New Roman'; "> considering uncertain
strength of weather impact</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">. The first stage
decision is to find initial AUV positions</span><span style="font-size: 12pt; font-family: 'Times New Roman'; "> before updating weather information</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">. The second stage decision is to adjust these A</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">U</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">V pre-deployment locations at a time closer to the date of
an extreme event</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">
with weather information for near future</span><span style="font-size: 12pt; font-family: 'Times New Roman'; ">.
After then, in the second phase, we generate paths to scan the designated
offshore pipeline network while minimizing operating cost proportional to the
number of AUVs assigned to each pre-positioning point. Computational results
indicate that our proposed model and techniques are well suited to solve the
problem in a reasonable time. </span><o:p></o:p></p>
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