Search Results - "Data-driven"

Functional safety for highly automated vehicles

Authors: Conejo Barceló, Carlos

Contributors: University/Department: Universitat Politècnica de Catalunya. Institut d'Organització i Control de Sistemes Industrials

Thesis Advisors: Puig Cayuela, Vicenç, Morcego Seix, Bernardo

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Functional Safety, Autonomous Vehicles, Fault Detection and Isolation, Supervisory Systems, Data-driven Model, Predictive Control, Àrees temàtiques de la UPC::Informàtica, Àrees temàtiques de la UPC::Enginyeria mecànica, 004 - Informàtica, 629 - Enginyeria dels vehicles de transport

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695365
https://dx.doi.org/10.5821/dissertation-2117-442937

Fault diagnosis and prognosis approach using data-driven structurally generated residuals

Authors: Fang, Xin

Contributors: University/Department: Universitat Politècnica de Catalunya. Institut d'Organització i Control de Sistemes Industrials

Thesis Advisors: Puig Cayuela, Vicenç, Blesa Izquierdo, Joaquim

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Fault diagnosis, Fault prognosis, Data-Driven methods, Strutural analysis, LPV, Set membership methods, Àrees temàtiques de la UPC::Informàtica, 004 - Informàtica, 68 - Indústries oficis i comerç d'articles acabats. Tecnologia cibernètica i automàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/694830
https://dx.doi.org/10.5821/dissertation-2117-433727

Human-Centric CBM Solution for Machine Tools: From Development to Deployment

Authors: Rajashekarappa, Mohan Bekar, Ebru Turanoglu Karlsson, Alexander et al.

Source: TPdM-Trustworthy Predictive Maintenance IFAC-PapersOnLine. 59(10):2557-2562

Subject Terms: circularity test, Condition-based maintenance, data-driven decision making, deployment, human-centric solutions, machine tools, Condition based maintenance, Decision making, Safety engineering, System theory, Condition, Data driven, Data driven decision, Decisions makings, Human-centric, Human-centric solution, Skövde Artificial Intelligence Lab (SAIL)

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-25956
https://doi.org/10.1016/j.ifacol.2025.09.430

A Multi-Objective Integer Programming approach for synergistic Tenant Mix optimization in shopping centers

Authors: Maureira Alegría, Grace Kelly

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa

Thesis Advisors: Heredia, F.-Javier (Francisco Javier)

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Tenant Mix Optimization, Retail Space Management, Data-Driven Modeling, Multi-Objective Programming, Àrees temàtiques de la UPC::Matemàtiques i estadística, 51 - Matemàtiques

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/694309
https://dx.doi.org/10.5821/dissertation-2117-428536

Data-Driven Estimation of Structured Singular Values

Authors: Guerrero, Margarita A. Lakshminarayanan, Braghadeesh Rojas, Cristian R.

Source: IEEE Control Systems Letters. 9:1976-1981

Subject Terms: Periodic structures, Lower bound, Uncertainty, Computational modeling, Mathematical models, Vectors, Stability criteria, Dynamical systems, Upper bound, Robust control, Data-driven modeling, system identification

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-373076
https://doi.org/10.1109/LCSYS.2025.3584901

Beyond Traditional Computer-Aided Design Parameterization, Feature Engineering for Improved Surrogate Modeling in Engineering Design

Authors: Arjomandi Rad, Mohammad Panarotto, Massimo Isaksson, Ola

Source: Computer-Aided Design and Applications. 22(4):536-554

Subject Terms: Data-driven design, Crashworthiness, Surrogate modeling, Thinwalled tubes, CAD/CAE, Feature engineering

File Description: electronic

Access URL: https://research.chalmers.se/publication/546109
https://research.chalmers.se/publication/546109/file/546109_Fulltext.pdf

Optimizing hybrid thermal energy storage in building management systems using data-driven model predictive control

Authors: Habib, Mustapha, PhD Palomba, Valeria Frazzica, Andrea et al.

Source: HYSTORE Energy Reports. 14:2092-2109

Subject Terms: Thermal energy storage, Model predictive control, Phase change material, Building energy management system, Data-driven modeling, Industriella informations- och styrsystem, Industrial Information and Control Systems, Energiteknik, Energy Technology, Installations- och energisystem, Building Service and Energy Systems

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-369379
https://doi.org/10.1016/j.egyr.2025.08.033

Online Learning of Stabilizing Controllers Using Noisy Input-Output Data and Prior Knowledge

Authors: Niknejad, Nariman Adib Yaghmaie, Farnaz Modares, Hamidreza

Source: IEEE Open Journal of Control Systems. 4:156-171

Subject Terms: Noise measurement, Data models, System identification, Symmetric matrices, Vectors, Stability criteria, Technological innovation, Mathematical models, Behavior theory, data-driven control, linear matrix inequalities, robust control, uncertain systems

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-216913
https://doi.org/10.1109/OJCSYS.2025.3570578

K-SMPC: Koopman Operator-Based Stochastic Model Predictive Control for Enhanced Lateral Control of Autonomous Vehicles

Authors: Kim, Jin Sung Quan, Yingshuai Chung, Chung Choo et al.

Source: IEEE Access. 13:13944-13958

Subject Terms: Approximation error, data-driven control, Computational modeling, Koopman operator, predictive control, Roads, Vehicle dynamics, Dynamics, Uncertainty, stochastic model, Autonomous vehicles, Nonlinear dynamical systems, Tires

File Description: electronic

Access URL: https://research.chalmers.se/publication/545077
https://research.chalmers.se/publication/545074
https://research.chalmers.se/publication/545084
https://research.chalmers.se/publication/545084/file/545084_Fulltext.pdf

An Open-Source Tool-Box for Asset Management Based on the Asset Condition for the Power System

Authors: Rajora, Gopal Lal Sanz-Bobi, Miguel A. Domingo, Carlos Mateo et al.

Source: IEEE Access. 13:49174-49186

Subject Terms: Maintenance, Power systems, Asset management, Power grids, Power transformers, Machine learning, Power system reliability, Europe, Companies, Sustainable development, ATTEST, asset health assessment, condition monitoring, power system asset management, predictive maintenance, reinforcement learning, data-driven insights

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-362789
https://doi.org/10.1109/ACCESS.2025.3551663

Intelligent configuration management in modular production systems: Integrating operational semantics with knowledge graphs

Authors: Rehman, Hamood Ur Mo, Fan Chaplin, Jack C. et al.

Source: Journal of manufacturing systems. 80:610-625

Subject Terms: Configuration management, Data-driven manufacturing, Intelligent manufacturing, Knowledge graphs, Modular production systems, Operational semantics, Real-time reconfiguration

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-362506
https://doi.org/10.1016/j.jmsy.2025.03.017

A framework and system architecture for value-oriented digital services in data-driven production logistics

Authors: Zafarzadeh, Masoud Flores-García, Erik Jeong, Yongkuk et al.

Source: Explainable and Learning Production & Logistics by Artificial Intelligence (EXPLAIN) International Journal of Production Research. :1-21

Subject Terms: value-oriented digital services, data-driven production logistics, performance monitoring, spatio-temporal visualisation, Industrial Internet of Things (IIoT), Teknisk mekanik, Engineering Mechanics

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-361484
https://doi.org/10.1080/00207543.2025.2480204

Digital transformation and research infrastructures: promises and challenges of data-driven research in a Swedish context

Authors: Gelfgren, Stefan, Docent Cocq, Coppélie, Professor

Source: MAW iAccept From Acceptance to Surveillance Journal of Digital Social Research (JDSR). 7(1):1-19

Subject Terms: Digital transformation, digital humanities, surveillance culture, data-driven research, research ethics, digital humaniora

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-236981
https://doi.org/10.33621/jdsr.v7i148805

Effects of Big Data Analytics on Firm Innovativeness: The Role of a Data-Driven Culture

Authors: Hussinki, Henri Ritala, Paavo Vanhala, Mika et al.

Source: Knowledge and Process Management. 32(4):161-173

Subject Terms: big data, big data analytics, data-driven culture, firm innovativeness, resource-based view, survey, Entreprenörskap och innovation, Entrepreneurship and Innovation

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-113941
https://doi.org/10.1002/kpm.70000

Uncertainty-aware fault diagnosis of unknown faults using ensemble-based NODE residuals

Authors: Jung, Daniel Westny, Theodor

Source: Mechanical systems and signal processing. 242

Subject Terms: Data-driven fault diagnosis, Ensemble models, Neural ordinary differential equations

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-219724
https://doi.org/10.1016/j.ymssp.2025.113599

Improving operational reliability in hydropower units using incremental learning-based monitoring

Authors: Lang, Xiao Nilsson, Håkan Mao, Wengang

Source: Renewable Energy. 256

Subject Terms: renewable energy system, data-driven modeling, hydropower operation, incremental learning, predictive maintenance, performance monitoring

File Description: electronic

Access URL: https://research.chalmers.se/publication/548529
https://research.chalmers.se/publication/548665
https://research.chalmers.se/publication/548665/file/548665_Fulltext.pdf

From computational to data-driven strategies for single-atom catalysis

Authors: Ruiz Ferrando, Andrea

Contributors: University/Department: Universitat Rovira i Virgili. Departament de Química Física i Inorgànica

Thesis Advisors: López Alonso, Núria

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Modelatge, Catàlisi single-atom, Impulsat per dades, Modelaje, Catálisis single-atom, Impulsado por datos, Modelling, Single-atom catalysis, Data-driven, Ciències

Time: 538.9

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/692335

Predicción probabilística de estados glucémicos para pacientes con diabetes tipo 1 mediante el análisis de datos composicionales

Authors: Cabrera Tejera, Alvis

Contributors: University/Department: Universitat de Girona. Departament d'Enginyeria Elèctrica, Electrònica i Automàtica

Thesis Advisors: Vehí, Josep, Beneyto Tantiña, Aleix

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Diabetis tipus 1, Diabetes tipo 1, Type 1 diabetes, Pacients virtuals, Pacientes virtuales, Virtual patients, Simuladors, Simuladores, Simulators, Glucosa a la sang, Glucosa en la sangre, Blood glucose, Dades composicionals, Datos composicionales, Compositional data, Models generatius profunds, Modelos generativos profundos, Deep generative models, Models basats en dades, Modelos basados en datos, Data-driven models, Diabetis mellitus

Time: 616.4, 621.3

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/689607

Data-driven models for type 1 diabetes using generative deep learning

Authors: Mujahid, Omer

Contributors: University/Department: Universitat de Girona. Departament d'Enginyeria Elèctrica, Electrònica i Automàtica

Thesis Advisors: Vehí, Josep, Contreras, Ivan, Institut d'Informàtica i Aplicacions

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Diabetis tipus 1, Type 1 diabetes, Diabetes tipo 1, Pacients virtuals, Virtual patients, Pacientes virtuales, Simuladors de Diabetis tipus 1, Type 1 diabetes simulators, Simuladores de diabetes tipo 1, síntesi causal de dades de glucosa a la sang, Causal blood glucose data synthesis, Síntesis causal de glucosa en la sangre, Síntesi condicional de dades de glucosa a la sang, Conditional blood glucose data synthesis, Síntesis condicional de dades de glucosa en la sangre, Models generatius profunds, Deep generative models, Modelos generativos profundos, Models basats en dades, Data-driven models, Modelos basados en datos

Time: 616.4, 621.3

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/689606

User feedback in continuous software engineering: revealing the state-of-practice

Authors: Tkalich, Anastasiia Klotins, Eriks Sporsem, Tor et al.

Source: Empirical Software Engineering. 30(3)

Subject Terms: Continuous experimentation, Continuous software engineering, Data-driven product development, Software product, User feedback, Resource allocation, Continuous software engineerings, Data driven, End-users, Incremental updates, Software products, State of practise, Uncertainty, Product development

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-27662
https://doi.org/10.1007/s10664-024-10557-2