Electric Vehicle Charger Planning
- Charging demand prediction using the Traveler Tomorrow Survey (or its equivalent for other cities) and EV ownership data 
- Points-of-Interest analysis within a radius of stations using Mapbox APIs 
- Optimization of new charger stations based on user-defined preferences 
- “Network Science” analysis of the station network properties 
Parking Pricing Optimization
- Parking occupancy prediction based on hourly price rates 
- Interactive adjustment of parking zone prices and capacities 
- Includes hourly pricing, progressive pricing, and time-of-day pricing 
- Optimization of price rates based on user preferences 
Bikeshare Growth Planning
- Add/modify station properties such as dock capacity 
- Predict rider flow between stations, including newly added ones 
- Investigate and visualize transit integration efficiency 
- Assess micro-level properties of stations, including proximity to points of interest 
- Optimize new bikeshare station locations based on equity weights 
Automated Speed Enforcement Logistics
- Community safety zone scoring based on user-defined criteria 
- Optimization of ASE logistics, including selection of the cycle time for relocating cameras and relocation strategy 
- School zone analysis based on user-defined coverage areas 
- Collision analysis and hotspot detection 
Electric Vehicle Routing Optimization
- Optimization of charging schedule for a given origin destination pair 
- Adjustable EV properties including battery size, initial charge level, and destination charge 
- KPI analysis including route time, distance, total charge time, and state-of-charge profile 
Drone Delivery Routing
- Optimization of truck+drone delivery logistics to minimize the total delivery time 
- Adjustable drone properties, including range, speed, launch setup time, and number of available drones 
- Analysis of route properties, including the flight time for each drone, layover time of drones and trucks at rendezvous points, and delivery time-savings achieved by the drones 
- Available at: dronesidekick.web.app 
Multi-modal Transportation Navigation
- Transfer point optimization for any two chosen modes from driving, cycling, walking, and transit 
- Customizable based on user preferences 
- Analysis of KPIs, including GhGs, calories, travel time, and distance 
Fire Department Logistics
- Add/remove/modify fire station locations 
- Manipulate fire station coverage areas 
- Response time prediction and visualization 
- Furue demand forecasting 
 
             
             
             
             
             
             
            