Page 311 - Big Data Analytics for Connected Vehicles and Smart Cities

292 Big Data Analytics for Connected Vehicles and Smart Cities Index 293

Smart grid, roadway electrification, and user experience enhancement benefits,
electric vehicle services 213–14
analytics, 127 Traffic management
benefit estimate, 262 analytics and application, 146, 147
cost estimate, 250 automation, 153–54
cost estimation, 240–41, 242 data sources, 47, 48
smart cities, 89 elements, 144–45
vision element, 85–86 as good departure point, 146
Smart information infrastructure, 99 Traffic Message Channel (TMC) segments,
Smart land use 202–4, 209–10, 218
benefit estimate, 262 Traffic turbulence analysis, 209–11
cost estimate, 250 Transfer, big data, 46
cost estimation, 241–42, 243 Transit management
optimization, 107 activities, 146–48
smart cities, 107 analytics and application, 149
smart city services analytics, 128 fleet management, 146
vision element, 86–88 as good departure point, 148
Software applications and services, 102 passenger information, 148
Speed variability ticketing, 148
bottleneck location and duration, Transportation
204–5, 207 asset performance, 22
bottlenecks at major intersections, 205, big data in, 46–51
206 connected and autonomous vehicle
bottleneck speed profile template, 202, impact on, 74–75
204 current and future demand, 27
peak period weekdays, 202, 203 customer payment, 23
two directions for full year, 201 delivery activities, 41
See also Freeway speed variability effects on environment, 107
analysis expenditures, 22
Statistical modeling, 160 infrastructure, inflexibility of, 19
Status question, 19 infrastructure and operations data, 3
Storage, big data, 45–46 land use and, 24–26
Strategic business models and partnering performance measurement, 16
analytics, 128 project concept and, 18
services, 89 raw data and, 13–15
vision element, 85 supply and demand, 107–8
Structured query language (SQL), 160 user experience enhancement, 27–28
Transportation customers
Teradata, Inc., 3 best use of transportation system, 29
Text analytics, 160 service level perception, 28
Ticketing strategy and payment channel value received by, 28
evaluation use case, 164–65 Transportation governance
Toll return index analytics, 128–29
analytics, 212–14 cost estimate, 255
concept, 197, 212 services, 90
efficiency benefits, 213 use case, 168–69
safety benefits, 212 Transportation management
toll paid, 212 analytics, 129
use of analytics, 219–20 benefit estimate, 263
cost estimate, 251