Uncertainty-aware Integration of Control with Process Operations and Multi-parametric Programming Under Global Uncertainty

Name: Uncertainty-aware Integration of Control with Process Operations and Multi-parametric Programming Under Global Uncertainty
Brand: Springer Nature Switzerland AG
SKU: 9783030381394
Price: 428.3 PLN
Availability: InStock

Autor: Vassilis M. Charitopoulos

Język:

Oprawa: Miękka

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

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This book introduces models and methodologies that can be employed towards making the Industry 4.0 v...

Informacje o książce

Autor

Vassilis M. Charitopoulos

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2021

strony

266

EAN

9783030381394

ISBN

3030381390

Enbook ID

33632246

Wydawca

Springer Nature Switzerland AG

Waga

462

Wymiary

155 x 235 x 17

Pełny opis

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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