rogeredc / LSTM_MPC-reactive-distillation-system
LSTM_MPC(reactive distillation system)
☆11Updated 4 years ago
Alternatives and similar repositories for LSTM_MPC-reactive-distillation-system
Users that are interested in LSTM_MPC-reactive-distillation-system are comparing it to the libraries listed below
Sorting:
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆34Updated last year
- WWTP parameter optimization by DDPG☆18Updated 4 years ago
- Codes for "Quantitative Comparison of Reinforcement Learning and Data-driven Model Predictive Control for Chemical and Biological Process…☆11Updated last year
- Variable Time Reconstruction based modeling framework for soft sensor development☆13Updated 5 years ago
- SNU-EPEL / Integration-of-Reinforcement-Learning-and-Model-Predictive-Control-to-Optimize-Semi-batch-Bioreactor☆16Updated 3 years ago
- Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs class…☆84Updated 6 years ago
- The digital twin paradigm that integrates the information obtained from sensor data, physics models, as well as operational and inspectio…☆18Updated 3 years ago
- A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct…☆16Updated 2 years ago
- ☆30Updated 2 years ago
- ☆39Updated last year
- Transform a Modelica model (BSM1) into a Python OpenAI Gym environment, and optimize operation cost using reinforcement learning.☆16Updated 3 years ago
- A collection of evolutionary optimization algorithms in MATLAB☆22Updated 6 years ago
- Process Control code, include optimization, Model Predictive Control (MPC), Moving Horizon, Kalman filter etc☆23Updated 6 years ago
- Explore efficient energy management in renewable communities through the implementation of Model Predictive Control (MPC) and Reinforceme…☆17Updated last year
- Newer Matlab Implementation of Machine Learning Control☆15Updated last year
- This folder contains the codes and data used for papers: Shi, Yuanyuan, Bolun Xu, Yushi Tan, Daniel Kirschen, and Baosen Zhang. "Optimal …☆16Updated 5 years ago
- NiravRaiyani / Implementation-and-comparison-of-Advanced-process-control-strategies-to-stirred-tank-mixing-processImplementation of Linear Quadratic Regulator (LQR), Minimum Principle and Model Predictive Control(MPC) to stirred tank mixing process☆17Updated last year
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆20Updated 3 years ago
- A collection of papers and code on fuel cell techniques and its application in distributed energy systems and mobility.☆26Updated 3 years ago
- ☆15Updated 5 years ago
- Model Predictive Control for optimal battery operation☆17Updated 2 years ago
- Ildar-Daminov / Optimal_energy_management_of_offshore_wind_farms-considering_overplanting_and_DTR_of_export_cablesMATLAB code and data for the paper “Optimal energy management of offshore wind farms considering the combination of overplanting and dyna…☆16Updated 10 months ago
- ☆19Updated 5 years ago
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…☆19Updated last year
- This submission demonstrates modeling and simulation of a Two-Zone MVDC electric ship in Simscape Electrical, and considers modeling con…☆9Updated 2 years ago
- Master thesis - Fuel cell parameters identification and model classification☆8Updated 5 years ago
- ☆26Updated 3 years ago
- A Report on Model Predictive Control Implementation☆12Updated 7 years ago
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆11Updated 5 years ago
- Data driven fault detection in chemical processes: Application to Tennessee Eastman Plant☆31Updated 4 years ago