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Urban Freight Analytics - Big Data, Models, and Artificial Intelligence
Loot Price: R2,766
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Urban Freight Analytics - Big Data, Models, and Artificial Intelligence
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Urban Freight Analytics examines the key concepts associated with
development and application of decision support tools for
evaluating and implementing city logistics solutions. New
analytical methods are required for effectively planning and
operating emerging technologies including the Internet of Things
(IoT), Information and Communication Technologies (ICT) and
Intelligent Transport Systems (ITS). The book provides a
comprehensive study of modelling and evaluation approaches of urban
freight transport. It includes case studies from Japan, the US,
Europe, and Australia that illustrate the experiences of cities
that have already implemented city logistics, including analytical
methods that address the complex issues associated with adopting
advanced technologies such as autonomous vehicles and drones in
urban freight transport. Also considered are future directions in
urban freight analytics, including hyperconnected city logistics
based on the Physical Internet (PI), digital twins, gamification,
and emerging technologies such as connected and autonomous vehicles
in urban areas. An integrated modelling platform is described that
considers multiple stakeholders or agents, including emerging
organisations such as PI companies and entities such as
crowd-shippers as well as traditional stakeholders such as
shippers, receivers, carriers, administrators, and residents.
Presents procedures for evaluating city logistics technologies and
policy measures Provides an overview of advanced modelling
approaches, including agent-based model and machine learning
Highlights the essential features of optimisation and simulation
models applied to city logistics Discusses how models incorporating
more uncertainty and dynamic data can be used to improve the
sustainability and resilience of urban freight systems The book is
ideal for graduate students in civil and environmental engineering
and logistics management, urban planners, transport engineers, and
logistics specialists.
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