Prof Achille Fonzone A.Fonzone@napier.ac.uk
Professor
Bus Passenger Analytics
People Involved
Dr Neil Urquhart N.Urquhart@napier.ac.uk
Lecturer
Project Description
Passengers using the Lothian Buses network may use a smart card (Ridacard) to pay for their journey, swiping the card on boarding a vehicle. Smart card journeys account for about 1/3rd of journeys made. This generates data recording when an individual boards a bus, but no data is available to record journey duration of estimation. This project seeks to develop algorithmic techniques to reconstruct journeys based on smartcard and real time vehicle location (AVL) data. Each time a smart card is used the vehicle may be highlighted and the AVL data used to identify all of the potential exit points (location and time) for that passenger. By using algorithmic techniques such as profiling and clustering of passenger data the probability of exit at each potential point may be calculated. The project will provide insight into how the Lothian Buses network is utilised such as passenger loadings at specific points, journey durations and situations where complete journeys are made up from several bus trips.
| Project Acronym | BPA |
|---|---|
| Status | Project Complete |
| Funder(s) | Data Lab Lothian Buses Limited |
| Value | £26,170.00 |
| Project Dates | Jan 1, 2020 - Apr 30, 2020 |
| Partner Organisations | Lothian Buses Ltd |
You might also like
Food Services Analytics Jun 1, 2015 - Oct 31, 2015
I-POS produce an Intelligent Point of Sale application which runs on Apple iPad hardware for use in bars and restaurants. The application generates transaction based sales data and re-ordering data from each user of the system. Whilst individual user...
Read More about Food Services Analytics.
DataLab_LarderLoad Jan 1, 2016 - Jul 31, 2016
Analysis of transactional data provided by real time cloud based ordering systems linked within the food supply chain which targets Foodservice sector
Tick2Ride Proof of Concept Oct 1, 2007 - Nov 1, 2008
The project looked at using optimisation techniques to plan business travel (i.e. journey sharing) and reduce its environmental impact.
Both soft constraints (personal preferences) and hard constraints were modelled to identify th...
Read More about Tick2Ride Proof of Concept.
Esave Feasibility Study Jul 1, 2012 - Oct 26, 2012
This project undertook the following tasks:
1) An analysis of the existing work flow within the energy audit process used by esave on behalf of their clients.
2) The specification and design of an Android software tool to be...
Read More about Esave Feasibility Study.
Optimum order of deliveries within milk rounds Nov 13, 2013 - Jun 30, 2014
This project is being undertaken in collaboration with McQueens Dairies. The principle aim is investigate the optimisation of drop-off points within milk rounds. The project will establish a suitable GIS platform and build a demonstrator that will a...
Read More about Optimum order of deliveries within milk rounds.