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DATA RECONCILIATION
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The
theory of gross error equivalency was proposed.
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Many
gross error detection methods were evaluated and one was developed. A
program (Precise) was also developed.
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Dynamic Data reconciliation was studied.
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Applications to data reconciliation in pipeline systems was performed.
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OPTIMAL
SENSOR LOCATION
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A
book was written on the subject. Robust (capable of filtering gross errors)
and reliable sensor networks were studied.
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Sensor networks for precision and fault detection were studied.
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Unconstrained economic optimization methods are being developed . A value of information theory is used.
- The belief is that redundant sesnor networks are key for the upcoming era of "Smart Plants"
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HEAT INTEGRATION
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Work
was performed on heat integration between plants in the total site.
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We
studied the allocation of heat pumps in the total site.
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An
MILP procedure to design and upgrade heat exchanger networks was developed.
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CRUDE FRACTIONATION
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A new
design procedure for crude fractionation was developed.
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Several existing designs (pre-flash, pre-fractionation, etc) were studied.
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A
patent was developed to increase distillates yield and reduce energy
consumption.
- Several alternative designs for crude fractionation are being studied.
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WATER MANAGEMENT
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FINANCIAL RISK ANALYSIS
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A
method to manage risk in design was developed.
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The
method was applied to investment planning, heat integration planning,
water management planning and is currently being applied to refinery
operations problems.
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PRODUCT DESIGN
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REFINERY PLANNING
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We are work on models for refinery production, oil procuring anmd product distribution planning under uncertainty.
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We also started to develop optimization algorithms for the design of pipeline networks.
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