Page 252 - Big Data Analytics for Connected Vehicles and Smart Cities

232 Big Data Analytics for Connected Vehicles and Smart Cities Benefit and Cost Estimation For Smart City Transportation Services 233

Table 11.5
Estimation of the Number of Devices in the Smart City
Number of Devices Devices Total
in the Smart City Miles per Mile Devices Notes
Length of smart city 51 4 204 One vehicle detection station and one
freeways dynamic message sign in each direction
per mile
Length of smart city 126 2 252 One intersection per mile, one traffic
arterials controller, and one vehicle detection
system per intersection
Length of smart city 989 4 3956 One intersection every half mile, one
urban surface streets traffic control and one vehicle detection
system for each intersection
Length of smart city 372 4 1488 No LRT or commuter rail
bus routes Two devices per mile in each direction
along each route
Total 5,900
devices

Table 11.6
Smart City Characteristics
Smart City Characteristics
Addressable traveling population in the smart city 1,000,000
Number of buses in the smart city 539
Number of private cars in the smart city 807,990
Number of taxis in the smart city 7,200
Number of rental cars in the smart city 7,121
Number of urban delivery vehicles in the smart city 80,799
Annual vehicle miles traveled per capita 9,442
Proportion of VMT by private car 88%
Proportion of VMT by truck 12%
Deliveries per day in the smart city 5,000
Number of parking spaces in the smart city 323,237
Number of smart factories in the smart city 200
Number of smart educational facilities in the smart city 200
Number of smart healthcare facilities in the smart city 200
Electric vehicle charging points in the smart city 381
Average cost of urban package delivery in the smart city $10.00
Electric vehicle operating cost reduction in the smart city 76%
Electric vehicle emissions reduction in the smart city 100%
Fatalities per 100,000 population per year 10.69
Injured persons per 100,000 population per year 752
Average data volume per year in TB 365