Dongsheng Xu's repositories
data_driven_features_ims
Multiclass bearing fault classification using features learned by a deep neural network.
MixedRealityToolkit-Unity
Mixed Reality Toolkit (MRTK) provides a set of components and features to accelerate cross-platform MR app development in Unity.
reflection-reduction
Reflectivity detection and reduction of thermographic images using image stitching technique and its applications on remote inspection
AutoGDM
Automatic environment generation and Gas Dispersion Modeling tool
CV_unmanned_aerial_vehicle
Using OpenCV and machine learning to implement the unmanned fault diagnosis of Electrical Equipment.
causal_inference_python_code
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
UVCCamera
library and sample to access to UVC web camera on non-rooted Android device
learn
:factory: Educational resources for Chemical and Process Engineering written in Python
CPID-265DS
C-implementation of PID-265DS.
PID-265DS
PID-controller simulation for the ABB 265DS differential pressure level transmitter.
AirLearning
Public repository for Air Learning project
MicroGUI
User interface and system integration program for the horizontal infrared microscope of the Canadian Light Source's FAR-IR Beamline.
ai-deck_obs_native
Obstacle avoidance for Crazyflie drone. Streams image data from ai-deck and classifies obstacles with neural network on host pc.
hoggorm
Explorative multivariate statistics in Python
com.unity.reflect.viewer
Unity Reflect Viewer
Flemable-Gas-Detection
A repository folder regarding automatic flammable gases detection. Two approaches were proposed, one with machine learning techniques and a second regarding background subtraction from synchronized rgb and thermal videos.
Supplementary-Dataset
This is the original dataset that we use in our research work, but it may difficult to find in the original link.
Tennessee-Eastman-Process
Production ready statistical process monitoring and anomaly detection program for a typical chemical production plant
Reinforcement-Learning-for-Control-of-Valves
This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink
MPC-and-MHE-implementation-in-MATLAB-using-Casadi
This is a workshop on implementing model predictive control (MPC) and moving horizon estimation (MHE) on Matlab. The implementation is based on the Casadi Package which is used for numerical optimization. A non-holonomic mobile robot is used as a system for the implementation. The workshop video recording can be found here
Examining-Neural-Network-Methods-for-Intelligent-Fault-Diagnosis-in-Mechanical-Equipment
Examine and comparing NN methods for mechanical equipment
alvinxds.github.io
personal-website
Controller
Sensors, electro-valves and controller
dcase2020_task2
DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring
seeq
See Quantum - Self-explanatory library for Quantum Optics and Quantum Mechanics
gas-detection
Gas Leake Detection using Thermal Image Flow Analysis
Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)