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Books > Social sciences > Education > Careers guidance > Industrial or vocational training
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Integrated Process Design and Operational Optimization via Multiparametric Programming (Paperback)
Loot Price: R1,775
Discovery Miles 17 750
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Integrated Process Design and Operational Optimization via Multiparametric Programming (Paperback)
Series: Synthesis Lectures on Engineering, Science, and Technology
Expected to ship within 10 - 15 working days
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This book presents a comprehensive optimization-based theory and
framework that exploits the synergistic interactions and tradeoffs
between process design and operational decisions that span
different time scales. Conventional methods in the process industry
often isolate decision making mechanisms with a hierarchical
information flow to achieve tractable problems, risking suboptimal,
even infeasible operations. In this book, foundations of a
systematic model-based strategy for simultaneous process design,
scheduling, and control optimization is detailed to achieve reduced
cost and improved energy consumption in process systems. The
material covered in this book is well suited for the use of
industrial practitioners, academics, and researchers. In Chapter 1,
a historical perspective on the milestones in model-based design
optimization techniques is presented along with an overview of the
state-of-the-art mathematical tools to solve the resulting complex
problems. Chapters 2 and 3 discuss two fundamental concepts that
are essential for the reader. These concepts are (i) mixed integer
dynamic optimization problems and two algorithms to solve this
class of optimization problems, and (ii) developing a model based
multiparametric programming model predictive control. These tools
are used to systematically evaluate the tradeoffs between different
time-scale decisions based on a single high-fidelity model, as
demonstrated on (i) design and control, (ii) scheduling and
control, and (iii) design, scheduling, and control problems. We
present illustrative examples on chemical processing units,
including continuous stirred tank reactors, distillation columns,
and combined heat and power regeneration units, along with
discussions of other relevant work in the literature for each class
of problems.
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