m-hoff / simantha
Simulation of Manufacturing Systems
☆45Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for simantha
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 5 years ago
- Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!☆124Updated 3 years ago
- ProdSim is a process-based discrete event simulation for production environments based on the SimPy framework☆26Updated 2 years ago
- Python-based GUI for DEVS-based discrete event system simulation☆45Updated this week
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆105Updated last year
- Predictive Maintenance System for Digital Factory Automation☆42Updated 5 years ago
- Innovative open-source platform that specializes in developing next-gen compositional digital twins☆150Updated 3 weeks ago
- Sintef Digital Twin☆47Updated last year
- Guitar factory simulation using SimPy!☆26Updated 4 years ago
- OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids☆184Updated 2 years ago
- Files used in the development of a digital twin for a robot cell at NTNU with the use of Visual Components 4.0 and OPC UA☆102Updated 4 years ago
- ☆19Updated last year
- Demonstration of MapR for Industrial IoT☆110Updated 2 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆117Updated 3 years ago
- multi-echelon inventory optimization with SimPy, SciPy, sklearn, and RBFOpt☆82Updated 5 years ago
- 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…☆70Updated 8 months ago
- A Framework for Generating and Executing Digital Twins☆55Updated 2 years ago
- Deep reinforcement learning algorithms is applied on a pump which control temperature of water floating into the underfloor heating syste…☆44Updated 5 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆15Updated 5 years ago
- DarkGreyBox: An open-source data-driven python building thermal model inspired by Genetic Algorithms and Machine Learning☆38Updated 8 months ago
- ☆43Updated 3 years ago
- Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors☆297Updated this week
- A notebook tutorial series for performing predictive maintenance using machine learning☆144Updated 4 years ago
- Modelica models integration with Open AI Gym☆78Updated 2 years ago
- Robust Supply Chain Network with Monte Carlo Simulation☆27Updated 3 weeks ago
- ☆137Updated last year
- ☆44Updated last year
- State space and deep generative models for time series.☆53Updated last year
- Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus☆189Updated 3 months ago
- A Python library to design & optimize Supply Chains☆24Updated 4 years ago