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portada Uncertainty-Aware Integration of Control With Process Operations and Multi-Parametric Programming Under Global Uncertainty (Springer Theses)
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
266
Format
Hardcover
ISBN13
9783030381363
Edition No.
1
Categories

Uncertainty-Aware Integration of Control With Process Operations and Multi-Parametric Programming Under Global Uncertainty (Springer Theses)

Vassilis M. Charitopoulos (Author) · Springer · Hardcover

Uncertainty-Aware Integration of Control With Process Operations and Multi-Parametric Programming Under Global Uncertainty (Springer Theses) - Vassilis M. Charitopoulos

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Synopsis "Uncertainty-Aware Integration of Control With Process Operations and Multi-Parametric Programming Under Global Uncertainty (Springer Theses) "

This book introduces models and methodologies that can be employed towards making the Industry 4.0 vision a reality within the process industries, and at the same time investigates the impact of uncertainties in such highly integrated settings. Advances in computing power along with the widespread availability of data have led process industries to consider a new paradigm for automated and more efficient operations. The book presents a theoretically proven optimal solution to multi-parametric linear and mixed-integer linear programs and efficient solutions to problems such as process scheduling and design under global uncertainty. It also proposes a systematic framework for the uncertainty-aware integration of planning, scheduling and control, based on the judicious coupling of reactive and proactive methods. Using these developments, the book demonstrates how the integration of different decision-making layers and their simultaneous optimisation can enhance industrial process operations and their economic resilience in the face of uncertainty.

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