Cover Image

Fast Bayesian equipment condition monitoring via simulation based inference: applications to heat exchanger health

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Collett, Peter, Stasik, Alexander Johannes, Casolo, Simone, Riemer-Sørensen, Signe
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Systems and Control Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Testing Topological Data Analysis for Condition Monitoring of Wind Turbines
by: Casolo, Simone, et al.
Published: (2024)

Unreliable Uncertainty Estimates with Monte Carlo Dropout
by: Djupskås, Aslak, et al.
Published: (2025)

Balancing the Norwegian regulated power market anno 2016 to 2022
by: Austnes, Pål Forr, et al.
Published: (2024)

Pseudo-Hamiltonian system identification
by: Holmsen, Sigurd, et al.
Published: (2023)

Integral action for bilinear systems with application to counter current heat exchanger
by: Ripa, Francesco, et al.
Published: (2025)

Maintenance-free condition monitoring system based on lora
by: Zhang, Honglin, et al.
Published: (2025)

GreenScan: Towards large-scale terrestrial monitoring the health of urban trees using mobile sensing
by: Gupta, Akshit, et al.
Published: (2023)

Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging
by: Hirt, Sebastian, et al.
Published: (2024)

Fast WDM provisioning with minimal probing: the first field experiments for DC exchanges
by: Nishizawa, Hideki, et al.
Published: (2023)

State estimation for gas purity monitoring and control in water electrolysis systems
by: Cammann, Lucas, et al.
Published: (2025)

Neighbourhood conditions for network stability with link uncertainty
by: Mariano, Simone, et al.
Published: (2024)

Wind turbine condition monitoring based on intra- and inter-farm federated learning
by: Grataloup, Albin, et al.
Published: (2024)

Condition monitoring of wind turbine blades via learning-based methods
by: Zaniboni, Giovanni, et al.
Published: (2024)

Energy management and flexibility quantification in a discrete event distribution grid simulation
by: Peter, Sebastian, et al.
Published: (2025)

Approximate constrained stochastic optimal control via parameterized input inference
by: Syed, Shahbaz P Qadri, et al.
Published: (2025)

PGD-based optimization of 3D bobsleigh track centerlines from 2D centerlines for simulation applications
by: Chen, Zhe, et al.
Published: (2025)

Stability of data-driven Koopman MPC with terminal conditions
by: Schimperna, Irene, et al.
Published: (2025)

Towards safe Bayesian optimization with Wiener kernel regression
by: Molodchyk, Oleksii, et al.
Published: (2024)

A constrained optimization approach to nonlinear system identification through simulation error minimization
by: Cerone, Vito, et al.
Published: (2025)

LQR based $ω-$stabilization of a heat equation with memory
by: Sistla, Bhargav Pavan Kumar, et al.
Published: (2025)

Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization
by: Hose, Henrik, et al.
Published: (2025)

Efficiency-optimized design of PCB-integrated magnetorquers for CubeSats
by: Sorensen, Nicholas J.
Published: (2020)

Cost-optimized probabilistic maintenance for condition monitoring of wind turbines with rare failures
by: Begun, Viktor, et al.
Published: (2024)

Fast System Level Synthesis: Robust Model Predictive Control using Riccati Recursions
by: Leeman, Antoine P., et al.
Published: (2024)

Driving behavior-guided battery health monitoring for electric vehicles using machine learning
by: Jiang, Nanhua, et al.
Published: (2023)

Advances in Cislunar Periodic Solutions via Taylor Polynomial Maps
by: Atallah, Mohammed, et al.
Published: (2024)

A detailed simulation model for fifth generation district heating and cooling networks with seasonal latent storage evaluated on field data
by: Kollmar, Manuel, et al.
Published: (2025)

Nonlinear sparse variational Bayesian learning based model predictive control with application to PEMFC temperature control
by: Zhang, Qi, et al.
Published: (2024)

State of health prediction of lithium-ion batteries for driving conditions based on full parameter domain sparrow search algorithm and dual-module bidirectional gated recurrent unit
by: Wen, Jie, et al.
Published: (2025)

Human-Hardware-in-the-Loop simulations for systemic resilience assessment in cyber-socio-technical systems
by: Simone, Francesco, et al.
Published: (2025)

Closed-loop Identification of a MSW Grate Incinerator using Bayesian Optimization for Selecting Model Inputs and Structure
by: Lips, Johannes, et al.
Published: (2024)

Linearly discounted economic MPC without terminal conditions for periodic optimal operation
by: Schwenkel, Lukas, et al.
Published: (2022)

Incremental Input-to-State Stability and Equilibrium Tracking for Stochastic Contracting Dynamics
by: Kawano, Yu, et al.
Published: (2026)

Convergence guarantees for adaptive model predictive control with kinky inference
by: Zuliani, Riccardo, et al.
Published: (2023)

Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks
by: Hlaing, N., et al.
Published: (2022)

Adaptive tracking MPC for nonlinear systems via online linear system identification
by: Strelnikova, Tatiana, et al.
Published: (2024)

Fast sparse optimization via adaptive shrinkage
by: Cerone, Vito, et al.
Published: (2025)

Enhancing healthcare infrastructure resilience through agent-based simulation methods
by: Carramiñana, David, et al.
Published: (2025)

Characterizing simulation relations through control architectures in abstraction-based control
by: Calbert, Julien, et al.
Published: (2024)

Strategies for decentralised UAV-based collisions monitoring in rugby
by: Cheng, Yu, et al.
Published: (2025)