Search Results - "Grey-box modeling"

Nanoparticle modeling in industrial settings

Authors: Cebolla Alemany, Joaquim

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental

Thesis Advisors: Macarulla Martí, Marcel, Viana Rodríguez, María del Mar

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Stochastic models, Grey-box modeling, Indoor air quality, Reduced order models, Emission rate estimation, Energy-ventilation optimization, Multidomain simulations, Àrees temàtiques de la UPC::Economia i organització d'empreses, Àrees temàtiques de la UPC::Desenvolupament humà i sostenible, 65 - Gestió i organització. Administració i direcció d'empreses. Publicitat. Relacions públiques. Mitjans de comunicació de masses, 502 - Natura. Estudi, conservació i protecció de la natura

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695364
https://dx.doi.org/10.5821/dissertation-2117-442931

Simulating nanoparticle concentration using stochastic models to improve indoor air quality in the industry

Authors: Cebolla Alemany, Joaquim Macarulla Martí, Marcel Viana Rodríguez, Mar et al.

Source: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Subject Terms: Reduced-order models, Industry, Àrees temàtiques de la UPC::Edificació::Instal·lacions i acondicionament d'edificis::Instal·lacions de ventilació, Lumped sum model, Grey-box modeling, HVAC, Àrees temàtiques de la UPC::Física::Física de fluids

File Description: application/pdf

A blended physics-based and black-box identification approach for spacecraft inertia estimation

Authors: Mammarella, Martina Donati, Cesare Dabbene, Fabrizio et al.

Source: 2024 IEEE 63rd Conference on Decision and Control (CDC). :8282-8287

Subject Terms: Space vehicles, Accuracy, Tensors, System dynamics, Heuristic algorithms, Closed box, Estimation, Robustness, Object recognition, Vehicle dynamics, Aerospace, Nonlinear systems identification, Grey-box modeling, Physics-based neural networks

File Description: application/pdf

Access URL: https://hdl.handle.net/11583/2997934
https://doi.org/10.1109/cdc56724.2024.10886338
https://ieeexplore.ieee.org/document/10886338

Interoperability Specifications for Multi-Vendor Converter-Dominated Grid: A Robust Stability Perspective

Authors: Federico Cecati Marco Liserre

Source: IEEE Transactions on Smart Grid. 16:3003-3016

Subject Terms: Differential-Algebraic Equations, Grey-box modeling, Grid Following Converters, H-infinity, Interoperability, Nonlinear state-space model, Robust control, Stability analysis, Structured Singular Values

Access URL: https://hdl.handle.net/11572/450973
https://doi.org/10.1109/TSG.2025.3555402

One-shot backpropagation for multi-step prediction in physics-based system identification

Authors: Donati, Cesare Mammarella, Martina Dabbene, Fabrizio et al.

Source: IFAC-PapersOnLine. 58:271-276

Subject Terms: Nonlinear system identification, Grey-box modeling, Parametric optimization, Time-invariant systems, Mechanical, aerospace estimation, Nonlinear system identification, Grey-box modeling, Parametric optimization, Time-invariant systems, Mechanical and aerospace estimation

File Description: application/pdf

Continuous Synthesis of Diazo Acetonitrile: From Experiments to Physical and Grey‐Box Modeling

Authors: Marco Baldan Sebastian Blauth Dušan Bošković et al.

Source: Chemie Ingenieur Technik. 96:658-670

Subject Terms: Green chemistry, Parameter identification, Optimization and Control (math.OC), Optimization and Control, FOS: Mathematics, Diazo acetonitrile, Continuous flow chemistry, Grey-box modeling

Access URL: http://arxiv.org/abs/2310.09315

Required heating energy in buildings: a comparative analysis of mathematical models based on standard HRN EN ISO 52016-1, neural networks, grey box, and measured data

Authors: Juraj Čukelj Marino Grozdek Tomislav Veliki

Source: Energy Conversion and Management. 343:120182

Subject Terms: Energy Building Renovation Standard HRN EN ISO 52016–1 User Impact on Energy Consumption Artificial Neural Network Grey Box Modeling

Obtaining Consistent Parameter Estimators for Second-Order Modulus Models

Authors: Ljungberg, Fredrik Enqvist, Martin

Source: LINK-SIC IEEE Control Systems Letters. 3(4):781-786

Subject Terms: nonlinear system identification, grey-box modeling, maritime control

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-161992
https://liu.diva-portal.org/smash/get/diva2:1370486/FULLTEXT01.pdf

A Scalable, Gradient-Stable Approach to Multi-Step, Nonlinear System Identification Using First-Order Methods

Authors: Cesare Donati Martina Mammarella Fabrizio Dabbene et al.

Contributors: Cesare Donati Martina Mammarella Fabrizio Dabbene et al.

Subject Terms: Nonlinear system identification, Modeling and identification, Grey-box modeling, Parametric optimization, Linear parameter-varying system

File Description: ELETTRONICO

Relation: ispartofbook:IFAC-PapersOnLine; 6th IFAC Workshop on Linear Parameter Varying Systems LPVS 2025; volume:59; firstpage:37; lastpage:42; numberofpages:6; journal:IFAC PAPERSONLINE; https://hdl.handle.net/11583/3002383; https://www.sciencedirect.com/science/article/pii/S2405896325014351

Availability: https://hdl.handle.net/11583/3002383
https://doi.org/10.1016/j.ifacol.2025.10.054
https://www.sciencedirect.com/science/article/pii/S2405896325014351

Enhancing energy management system using Internet-of-Things sensors and energy simulation – A case study of industrial ventilation

Authors: Wu, Da-Chun Movahed, Paria Razban, Ali et al.

Contributors: Wu, Da-Chun Movahed, Paria Razban, Ali et al.

Source: Innovation and Technological Advances for Sustainability ISBN: 9781003496724

Subject Terms: energy management system, IoT-based sensors, grey-box modeling, fault detection

File Description: application/pdf

Estimating Space-Dependent Coefficients for 1D Transport Using Gaussian Processes as State Estimator in the Frequency Domain

Authors: Ricky J. R. van Kampen Matthijs van Berkel Hans Zwart

Source: IEEE Control Systems Letters

Subject Terms: Inverse problems, Standards, Mathematical models, Identification, 22/3 OA procedure, inverse problems, Measurement uncertainty, Uncertainty, Gaussian processes, distributed parameter systems, Kernel, Distributed parameter systems, identification, grey-box modeling, Grey-box modeling, State estimation

Access URL: https://research.tue.nl/en/publications/96b4ebf9-bccf-4a5f-80fb-c1ea7a9c4b94
https://doi.org/10.1109/LCSYS.2022.3186626

Modeling and evaluation of a Peltier system for food preservation ; Modelado y evaluación de un sistema Peltier para conservar alimentos

Authors: Gómez Ruiz, Gabriel Sánchez-Herrera, Reyes Orihuela, María del Pilar et al.

Source: Jornadas de Automática; No. 46 (2025) ; Jornadas de Automática; Núm. 46 (2025) ; 3045-4093 ; 10.17979/ja-cea.2025.46

Subject Terms: identificación para control, software para identificación de sistemas, validación de modelos, grey box modeling, identification for control, model validation

File Description: application/pdf

Relation: https://revistas.udc.es/index.php/JA_CEA/article/view/12105/9096; https://revistas.udc.es/index.php/JA_CEA/article/view/12105

Availability: https://revistas.udc.es/index.php/JA_CEA/article/view/12105
https://doi.org/10.17979/ja-cea.2025.46.12105

Building thermal control: Hierarchical design from limited data using gray-box or black-box internal models for model predictive control

Authors: Liu, Yuqi Kergus, Pauline Claveau, Fabien et al.

Contributors: Liu, Yuqi Kergus, Pauline Claveau, Fabien et al.

Source: ISSN: 2352-7102 ; Journal of Building Engineering ; https://hal.science/hal-05097512 ; Journal of Building Engineering, 2025, 110, pp.112936. ⟨10.1016/j.jobe.2025.112936⟩.

Subject Terms: Building thermal management, MPC, Grey-box modeling, VRFT, Hierarchical control, [SPI.AUTO]Engineering Sciences [physics]/Automatic, [SPI.MECA.THER]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Thermics [physics.class-ph]

Availability: https://hal.science/hal-05097512
https://hal.science/hal-05097512v1/document
https://hal.science/hal-05097512v1/file/Liu_2025.pdf
https://doi.org/10.1016/j.jobe.2025.112936

Model Identification with Incomplete Input Data in Type 1 Diabetes*

Authors: Ozaslan, Basak Aiello, Eleonora M. III, Francis J. Doyle et al.

Source: IFAC-PapersOnLine. 56:6518-6524

Subject Terms: Identification and validation, Quantification of physiological parameters, Grey box modeling, Physiological ModelType 1 Diabetes

File Description: application/pdf

Access URL: https://hdl.handle.net/11572/402010
https://doi.org/10.1016/j.ifacol.2023.10.299
https://www.sciencedirect.com/science/article/pii/S2405896323006547?via=ihub

Required Heating Energy in Buildings: A Comparative Analysis of Mathematical Models based on Standard HRN EN ISO 52016-1, Neural Networks, Grey Box, and Measured Data

Authors: Čukelj, Juraj Grozdek, Marino Veliki, Tomislav

Contributors: Čukelj, Juraj Grozdek, Marino Veliki, Tomislav

Subject Terms: Energy Building Renovation, Standard HRN EN ISO 52016-1, User Impact on Energy Consumption, Artificial Neural Network, Grey Box Modeling

A Modular Approach for Diesel Engine Air Path Control Based on Nonlinear MPC

Authors: Severin Hänggi Jonathan Frey Stijn van Dooren et al.

Source: IEEE Transactions on Control Systems Technology, 31 (4)

Subject Terms: Engine control, grey-box modeling, optimal control, predictive control for nonlinear systems, 0209 industrial biotechnology, 02 engineering and technology, 7. Clean energy

File Description: application/application/pdf; pdf

Access URL: http://hdl.handle.net/20.500.11850/592354

Error Analysis of Regularized Trigonometric Linear Regression With Unbounded Sampling: A Statistical Learning Viewpoint

Authors: Anna Scampicchio Elena Arcari Melanie N. Zeilinger

Source: IEEE Control Systems Letters, 7

Subject Terms: Index Terms-Statistical learning, uncertain systems, estimation, FOS: Mathematics, Mathematics - Statistics Theory, grey-box modeling, Statistics Theory (math.ST)

File Description: application/application/pdf

Access URL: http://arxiv.org/abs/2303.09206
http://hdl.handle.net/20.500.11850/627174

Price dynamics in the oil market: a bond-graph modeling approach

Authors: Hutters, C. (author) Orie, Nicolaas G. (author) Mendel, M.B. (author)

Source: IFAC-PapersOnLine. 56:9342-9347

Subject Terms: Economic Dynamics, Oil markets, Bond graphs, Energy markets, Grey-box modeling

A scalable, gradient-stable approach to multi-step, nonlinear system identification using first-order methods

Authors: Cesare Donati Martina Mammarella Fabrizio Dabbene et al.

Subject Terms: FOS: Electrical engineering, electronic engineering, information engineering, Systems and Control (eess.SY), Nonlinear system identification, Modeling and identification, Grey-box modeling, Parametric optimization, Linear parameter-varying systems, Electrical Engineering and Systems Science - Systems and Control

File Description: application/pdf

Access URL: http://arxiv.org/abs/2410.03544
https://hdl.handle.net/11583/3002383

Enhancing decanter centrifuge process design with data‐driven material parameters in multi‐compartment modeling

Authors: Ouwen Zhai Niklas Ehret Frank Rhein et al.

Source: Journal of Advanced Manufacturing and Processing, 6 (3), Art.-Nr.: e10179

Subject Terms: solid–liquid separation, Chemical engineering, machine learning, ddc:660, grey box modeling, 0103 physical sciences, decanter centrifuge, 02 engineering and technology, 0204 chemical engineering, 01 natural sciences, artificial neural network

File Description: application/pdf

Access URL: https://publikationen.bibliothek.kit.edu/1000171546
https://publikationen.bibliothek.kit.edu/1000171546/153067439
https://doi.org/10.5445/IR/1000171546