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Book Chapter
References
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... ). 10.1016/j.cherd.2019.09.009 Brunton , S. L. , Brunton , B. W. , Proctor , J. L. , and Kutz , J. N. , “ Koopman invariant subspaces and finite linear representations of nonlinear dynamical systems for control ,” PLoS One 11 ( 2 ), e0150171 ( 2016 ). 10.1371/journal.pone.0150171...
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Trajectories of the building space during the training period, where the te...
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in Control-Oriented Hybrid Modeling Framework for Building Thermal Modeling
> Energy Systems and ProcessesRecent Advances in Design and Control
Published: March 2023
FIG. 9.3 Trajectories of the building space during the training period, where the temperature setpoint trajectory is generated to excite the system dynamics (the setpoint trajectory is denoted by the dashed line). More about this image found in Trajectories of the building space during the training period, where the te...
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The simulation systems for conformational and titration dynamics, respectiv...
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in Simulating Membrane Proteins with Constant pH Molecular Dynamics
> A Practical Guide to Recent Advances in Multiscale Modeling and Simulation of Biomolecules
Published: January 2023
FIG. 5.2 The simulation systems for conformational and titration dynamics, respectively. More about this image found in The simulation systems for conformational and titration dynamics, respectiv...
Book Chapter
Data-Driven Adaptive Sparse Modeling of Chemical Process Systems
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_010
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... reduced-order models are used for predicting reservoir fluid flow dynamics. Additionally, data-driven modeling based on the Koopman operator theory has been successfully implemented for several system identification applications. According to Koopman theory, a finite-dimensional nonlinear system can have...
Book Chapter
Series: AIPP Books, Methods
Published: January 2023
10.1063/9780735425279_009
EISBN: 978-0-7354-2527-9
ISBN: 978-0-7354-2524-8
...Xi, K., and Zhu, L., “Taps: A traveling-salesman based automated path searching method for functional dynamics of complex biomolecular systems,” in A Practical Guide to Recent Advances in Multiscale Modeling and Simulation of Biomolecules, edited by Y. Wang and R. Zhou (AIP Publishing...
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Microstructural evolution in a thin film system with isotropic elasticity, ...
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in Elastic Stress Driven Instabilities in Thin Films and their Assemblies
> Strain Engineering in Functional Materials and Devices
Published: March 2023
FIG. 8.6 Microstructural evolution in a thin film system with isotropic elasticity, the far-field composition is 0.05 leading to growth along with film break-up. From the top left, the microstructures correspond to (non-dimensional) time units: t = 114 600, t = 122 800 More about this image found in Microstructural evolution in a thin film system with isotropic elasticity, ...
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Microstructural evolution in a thin film system with isotropic elasticity a...
Available to Purchase
in Elastic Stress Driven Instabilities in Thin Films and their Assemblies
> Strain Engineering in Functional Materials and Devices
Published: March 2023
FIG. 8.8 Microstructural evolution in a thin film system with isotropic elasticity and two films in the simulation cell, the far-field composition is 0.05 leading to growth along with film break-up. From top left, the microstructures correspond to (non-dimensional) time units: t = 110 More about this image found in Microstructural evolution in a thin film system with isotropic elasticity a...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_008
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... on the control systems. Fundamentally, an attack on the control systems affects the system dynamics, and does not necessarily drive the process state to a steady-state condition. However, it is possible that an attacker could provide some type of false data that creates a new steady-state operating condition...
Book Chapter
Learning in Interaction: Interacting Scales of Research
Available to PurchaseSeries: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_013
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
...We were invited to discuss perspectives on “learning in interaction,” which for many readers will first suggest social interactions within a classroom. In current views, however, there are dynamic interactions within individual minds that are now seen as complex systems themselves; PER has engaged...
Book Chapter
Modeling, Order-Reduction, and Controller Design of Hydraulic Fracturing
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_012
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... modulus profiles using POD, and a data assimilation technique called ensemble Kalman filter (EnKF) is then used to estimate the parameter values in the reduced low-dimensional subspace. Unlike POD, which captures the dominant spatial patterns that carry most of the flow energy in a dynamic system, Dynamic...
Book Chapter
Systems and Dynamics
Available to PurchaseSeries: AIPP Books, Methods
Published: September 2022
10.1063/9780735424357_003
EISBN: 978-0-7354-2435-7
ISBN: 978-0-7354-2432-6
...Introduction As discussed in Chap. 2, in physics parlance, dynamics represents change. In the physics subdiscipline of mechanics, a dynamical system is distinguished from systems that are not changing; i.e., nonchanging systems fall in the domain of statics, where a system is seen as a snapshot...
Book
Energy Systems and Processes: Recent Advances in Design and Control
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
Book Chapter
Control-Oriented Hybrid Modeling Framework for Building Thermal Modeling
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_009
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... by a system of ordinary differential equations. These models can accurately capture the system dynamics and tend to provide reasonable extrapolation properties, i.e., accurately capture behavior beyond the operating range of the training dataset. However, developing a physics-based model requires a high...
Book Chapter
Reliability Analysis of Photovoltaic Systems
Available to PurchaseBook: Toward Better Photovoltaic Systems: Design, Simulation, Optimization, Analysis, and Operations
Series: AIPP Books, Principles
Published: March 2023
10.1063/9780735425613_005
EISBN: 978-0-7354-2561-3
ISBN: 978-0-7354-2560-6
... of their CO2 emissions mitigation potential ,” Appl. Energy 87 ( 11 ), 3451 – 3459 ( 2010 ). 10.1016/j.apenergy.2010.05.021 Pham , T. T. , Kuo , T.-C. , and Bui , D. M. , “ Reliability evaluation of an aggregate battery energy storage system in microgrids under dynamic operation ,” Int...
Images
(a) Schematic representation of conformational transition from state A (“Op...
Available to Purchase
in TAPS: A Traveling-Salesman Based Automated Path Searching Method for Functional Dynamics of Complex Biomolecular Systems
> A Practical Guide to Recent Advances in Multiscale Modeling and Simulation of Biomolecules
Published: January 2023
FIG. 9.1 (a) Schematic representation of conformational transition from state A (“Open”) to state B (“Close”) for protein functional dynamics; (b) A normal system set for all-atom molecular dynamics simulation that contains biomolecules, water, metal ions, and so on; (c) The evolution of a path More about this image found in (a) Schematic representation of conformational transition from state A (“Op...
Book Chapter
References
Available to PurchaseBook: Toward Better Photovoltaic Systems: Design, Simulation, Optimization, Analysis, and Operations
Series: AIPP Books, Principles
Published: March 2023
0
EISBN: 978-0-7354-2561-3
ISBN: 978-0-7354-2560-6
... ). 10.1016/j.apenergy.2010.05.021 Pham , T. T. , Kuo , T.-C. , and Bui , D. M. , “ Reliability evaluation of an aggregate battery energy storage system in microgrids under dynamic operation ,” Int. J. Electr. Power Energy Syst. 118 , 105786 ( 2020 ). 10.1016/j.ijepes.2019.105786...
Book Chapter
References
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... for Dynamics and Control, San Francisco, CA (Stanford University, Stanford, 2020 ), pp. 1 – 12 . Kim , D. , Cai , J. , Braun , J. E. , and Ariyur , K. B. , “ System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation...
Book Chapter
Toward Smart Energy Generation Using Economic Model Predictive Control
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_007
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
..., there are a few challenges to address. These challenges include the time delay in feeding the coal to the furnace due to coal grinding and the strong nonlinearity of the system dynamics. In the operation of the system, common control objectives include (a) to maximize the coal use efficiency in electricity...
Book Chapter
References
Available to PurchaseSeries: AIPP Books, Methods
Published: March 2023
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... and operations of chemical process systems ,” in Computer Aided Chemical Engineering ( Elsevier , 2018 ), Vol. 43 , pp. 1 – 6 . Imran , M. , Pili , R. , Usman , M. , and Haglind , F. , “ Dynamic modeling and control strategies of organic rankine cycle systems: Methods and challenges...
Book
Series: AIPP Books, Principles
Published: March 2023
10.1063/9780735425613
EISBN: 978-0-7354-2561-3
ISBN: 978-0-7354-2560-6
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