alexalex222 / Batch-Process-Soft-SensorLinks
Gaussian process regression algorithms for nonlinear system state prediciton
☆13Updated 10 years ago
Alternatives and similar repositories for Batch-Process-Soft-Sensor
Users that are interested in Batch-Process-Soft-Sensor are comparing it to the libraries listed below
Sorting:
- Wind speed prediction using machine learning algorithms and time-series models☆12Updated 10 years ago
- Variable Time Reconstruction based modeling framework for soft sensor development☆13Updated 5 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆76Updated 4 years ago
- Topics - Linear Regression, Logistic Regression, Regularization, Neural Networks, System Design, Support Vector Machines, Unsupervised Le…☆24Updated 7 years ago
- Bayesian System IDentification☆28Updated 7 years ago
- The project uses a nonlinear autoregressive exogenous (NARX), model to make time-series prediction on data obtained from drive cycling te…☆36Updated 2 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆72Updated 8 years ago
- Newer Matlab Implementation of Machine Learning Control☆15Updated last year
- Gaussian Process Regression using GPML toolbox☆35Updated 5 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆40Updated 7 years ago
- Coevolutionary Multi-task learning for Dynamic Time Series prediction☆15Updated 4 years ago
- Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"☆17Updated 10 years ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆16Updated last year
- Gaussian Processes regression with gaussian kernel implementation.☆26Updated 10 years ago
- Fault prognosis using LSTM and CNN☆17Updated 3 years ago
- Artificial neural networks model on matlab to predict wind speed. Data on wind speed, humidity, temperature and wind direction was obtain…☆9Updated 7 years ago
- A matlab version of lng short term memory☆22Updated 9 years ago
- Optimization of an active suspension system (Fuzzy Logic Controlled) by use of Particle Swarm Optimization☆27Updated 8 years ago
- Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"☆20Updated 5 years ago
- A Hybrid model using Auto regressive integrated moving average(ARIMA)+ANN(Artificial Neural network)☆29Updated 11 years ago
- An implementation of "ADMMBO, An ADMM Framework for Bayesian Optimization with Unknown Constraints''☆22Updated 6 years ago
- MATLAB Tool for Multi-Objective Optimization☆60Updated 4 months ago
- MATLAB implementation of the paper "Distributed Optimization of Average Consensus Containment with Multiple Stationary Leaders" [arXiv 20…☆14Updated 2 years ago
- Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectu…☆41Updated 6 years ago
- this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to…☆80Updated 8 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆94Updated 7 years ago
- Data Driven Fault Diagnosis☆15Updated 6 years ago
- Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs class…☆86Updated 6 years ago
- Particle filter-based Gaussian process optimisation for parameter inference☆11Updated 7 years ago
- This repo contains Deep Learning models for wind turbine power output prediction☆21Updated 7 years ago