A comprehensive tool for advanced pinch analysis, total site integration, heat pump integration, and heat exchanger network synthesis.

This is a testing / prototyping repository for experimenting with AOI/AI concepts and implementing them as clean, reproducible building blocks. License: Proprietary. No permission is granted to use, copy, modify, or distribute this software without prior written permission.

A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey

💻 Workflow Data For Github Actions & Linux Server Testing of Lockdown Enterprise Content 💻

A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.

The smartest way to map, teach, and evolve workflows. Workable uses a distributed reasoning engine to turn intricate personal and professional processes into visually intuitive maps. It eliminates onboarding friction, identifies hidden bottlenecks, and actively proposes optimized workflow alternatives to ensure continuous improvement from day one.

Early open scaffold for industrial world models and qualification-oriented manufacturing decision systems.

Data-driven computer-aided molecular and process design

💻 Workflow Data For Github Actions & Windows Server Testing of Lockdown Enterprise Content 💻

工业AI文献合集 | 中文翻译 | 开箱即读

Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration

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.

Reduce laboratory Turnaround Time by identifying bottlenecks across the accession → collection → receipt → analysis → verification → report workflow. Deliverables: KPI dashboard, bottleneck analysis, and optimization recommendations.

CPS 기반 공장 레이아웃 설계 및 최적화 프로젝트

This tool models and optimizes user tasks based on real-world behaviors. It transforms individual task models into unified, constraint-driven representations, using examples like Wordle to demonstrate its effectiveness. The tool visualizes task flows for better design and efficiency.

"Estudante de Gestão da Produção Industrial na FATEC, focado em Otimização de Processos, Análise de Dados (Data-Driven) e Indústria 4.0."

Data-driven optimization of Teradyne’s excess inventory approval process using Python, lead-time adjusted demand modeling, and financial risk analysis to improve capital efficiency and reduce excess spend.

Industrial multi-agent assembly process optimizer with deterministic physics, LangGraph orchestration, Harness validation, HITL approval, and Langflow demos

Evaluación de KPIs y rendimiento operativo para identificar áreas de mejora en servicios de telecomunicaciones.

An AI-powered tool that analyzes workflows, identifies inefficiencies, and suggests automation opportunities using Large Language Models.