Real-time data analytics and optimization of shared-vehicles networks

Qucit
Qucit
Mar 26, 2017 · 18 min read

Introduction

Stations are either full or empty

A worse problem for larger systems

Current solutions

Big Data solutions

Application 1: nudging the users

Application 2: optimizing the bike redistribution

Bikes and docks break down unexpectedly

Current solutions

Big-data solution

Designing new schemes

Current solutions

Data-analytics viewpoint

Firsts example: optimal number of bikes to maximize availability

Another example: using mobility patterns to design a network expansion or.a whole new network

Acknowledgements

References

Qucit

Written by

Qucit

Making cities more livable, efficient and sustainable #Urban #Data #AI #SmartCities #Software

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