Department name
Department of Engineering
for Innovation
Department name
Department of Engineering
for Innovation
Decision Support Systems e Business Analytics Lab
The Lab
Real-time Optimization and Machine Learning
- Using Machine Learning to improve real-time optimization
Optimization and Artificial Intelligence
- Automatic algorithm synthesis
- Model-based automatically generated heuristics
Automated Warehouses and Industry 4.0
- Real-time conflict-free AGV dispatching, routing and scheduling
- Predicting congestion in AGV-based warehouses with Machine Learning
Transportation and Distribution Logistics
- Real-time optimization of transportation and logistics systems
- Time-dependent optimization of transportation and logistics systems
- Facility location optimization for last-mile delivery
- Integrated shipment dispatching and packing problems
- Port operations optimization
Manufacturing
- Layout optimization
- Lot sizing optimization
- Large-scale assembly job shop scheduling problems with bill of materials
- Allocating production batches to subcontractors
- Job sequencing and tool switching problems
Maintenance
- Demand forecasting and inventory management for spare parts
Service logistics
- Estimating travel and service times for automated route planning and service certification
- Efficient collection sites location and zoning in municipal solid waste management
- Simultaneous personnel and vehicle shift scheduling
- Optimization of emergency systems