A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey
-
Updated
Aug 24, 2023 - Python
#
process-optimization
Here are 7 public repositories matching this topic...
Data-driven computer-aided molecular and process design
machine-learning chemical-engineering process-modeling process-systems-engineering process-optimization extractive-distillation
-
Updated
Oct 17, 2024 - Python
A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.
neural-networks hybrid-modeling biotechnology pinn bioreactor process-optimization physics-informed-neural-networks
-
Updated
Mar 1, 2025 - Python
A Python web app using Streamlit & PuLP for ILP-based production scheduling. Maximizes profits by assigning products to machines, factoring in batch sizes, setup times, rates, costs, & demand. User-friendly, flexible, & ideal for manufacturing.
python manufacturing integer-linear-programming pulp-library process-optimization production-planning
-
Updated
Jul 8, 2025 - Python
The prototype, CemGenie, is a Generative AI–powered platform designed to autonomously optimize cement plant operations. It integrates real-time process data from raw material handling, grinding, clinkerization, and utilities into a unified AI control layer.
iot machine-learning sustainability hackathon google-cloud energy-efficiency hackathon-project cloud-architecture predictive-maintenance process-optimization industrial-ai streamlit vertex-ai quality-prediction generative-ai manufacturing-optimization cement-industry ai-in-industry
-
Updated
Sep 28, 2025 - Python
Q-Learning Implementation for Process Optimization A reinforcement learning project that calculates the shortest route between locations using the Q-Learning algorithm. This code demonstrates how AI can optimize processes in a simulated environment with predefined states and rewards. 🚀
python machine-learning reinforcement-learning q-learning artificial-intelligence dynamic-programming pathfinding-algorithms route-optimization shortest-path-algorithm reward-systems process-optimization temporal-difference-learning markov-decision-process ai-in-operations state-transition-models
-
Updated
Jan 19, 2025 - Python
Computer-aided molecular and process design using Bayesian optimization
machine-learning chemical-engineering bayesian-optimization process-systems-engineering process-optimization extractive-distillation
-
Updated
Oct 17, 2024 - Python
Improve this page
Add a description, image, and links to the process-optimization topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the process-optimization topic, visit your repo's landing page and select "manage topics."