Karl Worthmann – författare
Recent Advances in Model Predictive Control
Theory, Algorithms, and Applications
1 298 kr
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1 672 kr
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This book focuses on distributed and economic Model Predictive Control (MPC) with applications in different fields. MPC is one of the most successful advanced control methodologies due to the simplicity of the basic idea (measure the current state, predict and optimize the future behavior of the plant to determine an input signal, and repeat this procedure ad infinitum) and its capability to deal with constrained nonlinear multi-input multi-output systems. While the basic idea is simple, the rigorous analysis of the MPC closed loop can be quite involved. Here, distributed means that either the computation is distributed to meet real-time requirements for (very) large-scale systems or that distributed agents act autonomously while being coupled via the constraints and/or the control objective. In the latter case, communication is necessary to maintain feasibility or to recover system-wide optimal performance. The term economic refers to general control tasks and, thus, goes beyond the typically predominant control objective of set-point stabilization. Here, recently developed concepts like (strict) dissipativity of optimal control problems or turnpike properties play a crucial role.
The book collects research and survey articles on recent ideas and it provides perspectives on current trends in nonlinear model predictive control. Indeed, the book is the outcome of a series of six workshops funded by the German Research Foundation (DFG) involving early-stage career scientists from different countries and from leading European industry stakeholders.
Recent Advances in Model Predictive Control
Theory, Algorithms, and Applications
1 298 kr
Skickas inom 10-15 vardagar
491 kr
Skickas inom 10-15 vardagar
611 kr
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This book explains the power grid as a hierarchy made up of the transmission, distribution, and microgrid levels.
Interfaces among these levels are explored to show how flexibility in power demand associated with residential batteries can be communicated through the entire grid to facilitate optimal power flow computations within the transmission grid.
To realize this approach, the authors combine semi-definite optimal power flow with model-order reduction at the distribution level and with a new heuristic algorithm for stable power flow at the transmission level. To demonstrate its use, a numerical case study based on modified IEEE 9-bus and 33-bus systems for the transmission and distribution grid, respectively, is included.
This book shows how exploiting the flexibility on the residential level improves the performance of the power flow with the transmission grid.
258 kr
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247 kr
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Aufbauend auf Grundkenntnissen der Analysis und linearen Algebra unternehmen wir einen Streifzug durch die Angewandte Mathematik:
Angefangen mit dem Lösen linearer und nichtlinearer Gleichungssysteme über die lineare Optimierung bis hin zu modernen Verfahren der Computeralgebra. So finden Sie leicht ein passendes Thema, um die Lebenswelt Ihrer Schülerinnen und Schüler aktiv mit mathematischen Methoden zu verknüpfen: Sei es, indem Sie die Bevölkerungsentwicklung basierend auf realen Daten prognostizieren oder wirtschaftliche Prozesse optimieren. Oder auch, indem Sie vermeintlich altbekannte Aufgaben wie die Multiplikation so lange kneten, bis Sie und Ihr Computer sie wirklich schnellund effizient lösen. So bekommen Sie unter anderem neue Impulse für Schwerpunktthemen oder Facharbeiten.