Digital-Twin-Operational-Platform / Cristallo
☆30Updated last year
Related projects: ⓘ
- This repository contains the scripts and preprocessed data to recreate the figures and results presented in the paper: A Comprehensive Re…☆29Updated last year
- In this repo we will show how to build a simple but useful Digital Twin using python. Our asset will be a Li-ion battery. This Digital Tw…☆66Updated 6 months ago
- Physics informed neural networks for control-oriented building thermal models☆21Updated 2 years ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆12Updated 8 months ago
- Offshore wind farm wake modelling using deep feed forward neural networks for active yaw control and layout optimisation☆30Updated last year
- A wind turbine digital twin based on YAMS☆25Updated 3 years ago
- ROS 2 packages that implement dynamic structural health monitoring for a UAV via structural digital twin, formulated using a probabilisti…☆49Updated 3 years ago
- xaviergoby / ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDTApplication of LSTM network for Structural Health Monitoring & Non-Destructive Testing☆34Updated 2 years ago
- DEPRECATED: System modelling and fault-injection-based resilience assessment in Python☆10Updated 2 years ago
- A Python class for Reliability analysis including Monte Carlo and FORM methods☆13Updated last month
- CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SH…☆23Updated 3 years ago
- Ansys Digital Twin repository☆19Updated last week
- ☆106Updated 2 years ago
- Digital twin for structural dynamics applications☆16Updated 3 years ago
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 5 years ago
- Sequential Monte Carlo Method for Reliability Estimation of Complex Civil Engineering Structures☆14Updated 3 years ago
- Collection of peer-reviewed Digital Twins developed at the University of Birmingham in partnership with industrial collaborators.☆17Updated last month
- ☆13Updated 10 months ago
- Project for dynamic identification and structural health monitoring of real structures using data-based statistical time series analysis☆14Updated 10 months ago
- 20 MW common research wind turbine model data☆10Updated 8 years ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆13Updated 3 years ago
- This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and…☆22Updated last year
- In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German thou…☆24Updated 5 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆83Updated 2 years ago
- MOST (Matlab for Offshore wind turbine Simulation Tool) is an innovative non-linear, time domain numerical model for the simulation of of…☆19Updated last year
- Python scripts for physics-informed neural networks for corrosion-fatigue prognosis☆27Updated 2 years ago
- Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape☆29Updated 3 weeks ago
- VirtualFCS is a Modelica library for hybrid hydrogen fuel cell and battery power systems.☆31Updated last month
- The WindPowerPlants library is an open source library for the simulation of wind power plants. The library provides models of wind turbin…☆23Updated 3 years ago
- Structural Fire Engineering - Probabilistic Reliability Assessment☆13Updated 5 months ago