Page 305 - Big Data Analytics for Connected Vehicles and Smart Cities

286 Big Data Analytics for Connected Vehicles and Smart Cities Index 287

Application of transportation data analytics Benefit estimation
(continued) asset and maintenance management,
toll return index, 197, 212–14, 219 260
use of analytics, 217–20 assumptions, 232–35
Architectures and standards, smart cities, 86 connected, involved citizens and
Archive data visitors, 261
defined, 35 connected vehicles, 260
sources, 51, 52 integrated electronic payment services,
Arterial performance management 261
analytics, 216 methodology, 226
concept, 197 smart grid, roadway electrification, and
overview, 216 electric vehicle services, 262
use of analytics, 220 smart land use, 262
Asset and maintenance management transportation management, 263
benefit estimate, 260 traveler information, 264
cost estimate, 248 urban automation, 264
cost estimation, 238 urban delivery and logistics, 265
services, 88 user-focused mobility services, 266
smart city services analytics, 124–25 See also Smart city transportation
use case, 162 services cost and benefit
Automotive electronics, 56, 57 estimation
Automotive industry Big data
connected and autonomous vehicles application to transportation, 156–57
effect on, 77–79 archive data, 51, 52
direction of, 77 capture, 43
technology as shaping future, 78 challenges, 42–46
Autonomous vehicles commercial vehicle operations, 49, 50
challenges, 69–71 complexity, 40–42
convergence, 76 complexity analysis, 43
data sources, 50, 51 connected and autonomous vehicles,
defined, 67 50, 51
on-demand transportation services, connectivity and, 75
75–76 curation, 44
effect on automotive industry, 77–79 as data science evolution, 34
effort and interest in, 153 defined, 33
getting there in stages, 70 electronic payment, 48–49
illustrated, 68, 69 emergency management, 49–50
impact on transportation, 74–75 features of, 34
introduction to, 56 introduction to, 31–32
regulation, 69–70 maintenance and construction
safety gains, 58 operations, 51, 52
in smart cities, 73–74, 75–77 management, 101
solution table, 71 measurement of, 32–33
stages of testing, 69 public transportation management, 48,
summary, 79–80 49
summary of differences with connected search, 44
vehicles, 72–73 sharing, 45
See also Connected vehicles smart cities, 50–51
storage, 45–46
Back office, 3 traffic management, 47, 48