Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering....

37
Intelligent Transport SPT-E8010 - Smart and Liveable City Studio 22.03.2017 Iisakki Kosonen, Staff Scientist Department of Built Environment Spatial Planning and Transportation Engineering

Transcript of Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering....

Page 1: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Intelligent Transport

SPT-E8010 -Smart and Liveable City Studio

22.03.2017

Iisakki Kosonen, Staff ScientistDepartment of Built Environment

Spatial Planning and Transportation Engineering

Page 2: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

A Short Overview

Page 3: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Smart City – Processes

Planning

Constructing

Improving

SmartLiving

SmartMobilityRecycling

SmartEnergy

SmartX

Maintenance

Operating

Page 4: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Technology and the Traffic Processes

Vehicles

Travellers

Infrastructure

Software &Hardware

Algorithms &Communications

ApplicationsServices &

Traffic Vehicle

ITSTechnology

Mobility

Page 5: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Collecting the Traffic Data

1 2 3

4 5 6

Mobile Phones

Internet

Digital TV

Vehicle TerminalsSocial networks

Beacons-Bluetooth- RFiD- WLAN

ImageProcessing

Connectedvehicles

DetectorsDetectors

Laser,Radar

Analysis & Modeling

Automatedvehicles

ConnectedTravellers

Page 6: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Intelligence to Traffic Management

80 P

Controllers

1 2 3

4 5 6

Modeling / Predicting

Decision makingAdapting, Optimizing,

PlanningObjectives

Sensors

V2VV2I

Page 7: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Supporting PlanningPublic sector

Private sector

TechnologicalEvolution

Smart Policy

Smart CityIntelligent Transport

Planning support systems

Emerging Business Models

Page 8: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Multiple Objectives

Fluency

Safety

Economy

Environmentalimpact

Demandmanagement

Trafficinformation

Traffic control

Driver support

Traffic demand

Mode selection

Route & time selection

Traveller & driverbehavior

R.Kulmala

Userfriendliness

Page 9: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Traffic control

Demand

Demand vs. Supply

Trips generatedDeparture time

Destination choiceMode of transport

Route choice

Traffic flows

Urban structure

Socio-economical factors Values and attitudes

Backgroundvariables

SupplyThe efficiency and level of service

of all modes of transport

Road works, accidents,incidents

Road & Street network,Public transport system,

Parking, Shared transport

Road and weatherconditions

Traf

ficm

anag

emen

tsys

tem

s

Experiences

Page 10: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

More Flexible ServicesOld structures

Timetabled trafficSeparate paymentsystemsFew real timeinformation services

Traveller

Profiling - segmentationConsumer behavior & motivations

New structures and models

Demandresponsivepublictransportaton

Mobile ordering

Smart traffic controlReal-timetrafficinformation

Payment systemsRoute planners

Sharedvehicles

Public transportation

Page 11: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Vehicle Automation

Page 12: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Electric Mobility

Fastcharging

Slowcharging

Electric car Compact city vehicle Electrically assissted bicycle

Optimization of production, distribution and energy efficiency

Page 13: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

CaseOtaniemi

What can we do ?

Page 14: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

General Goals for the Otaniemi Region

• A living urban area• More people living in the region• More houses, not offices only• More local services• Well connected to Tapiola and Keilaniemi• A living lab environment• A digital hub• Green environment

Page 15: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Transport Related Goals

• Improving public transport• Limiting car traffic• Walkable region• Improved biking facilities• Saving the scenic walking routes

Page 16: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Concrete Actions• Improving public transport

• New routes for the bus traffic (roundabout)• Metro line• Jokeri Tram line

• Limiting to car traffic• Closing of the main road (Otanimentie)• New parking policy

• Walking & biking• The main building with metro station serve as a

hub for walking trips

Otaniemi as a major hub

Page 17: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

TravelingData

Page 18: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Detect the service:bus/tram line number

Identify themain activity

locationsShow the real-time

traffic situations

Detect the modes oftransport: walk, bike,car, public transport

TrafficSense smartphone application

Download from Google Play: TrafficSenseor go to trafficsense.aalto.fi

Page 19: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

The RawData

Analysis of the traveling behavior

Trip Chain Analysis

Car

PublicTransport

Indicators

Page 20: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

PersonalAssistants

Page 21: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Congestion aheadTraffic incidentNo parking availableDelayed bus connection

Faster routeBetter connectionRidesharing optionPark&ride optionShared taxi

TrafficSense mobile service• Facilitate the use of shared transportation

(public transportation, ride sharing)• Shorten the travel time (avoiding congestions)• Improve the awareness of transportation

energy consumption

1. Collectuser

mobilitydata

2. Predict orrecognizethe current

route

2. Predict orrecognizethe current

route

3. Combine theprediction withreal-time traffic

information

4. Create moreenergy-efficient

options

5. Notify the user,if needed

Traveling Assistant

Page 22: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Smart Parking

Page 23: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

New VehicleTypes

Page 24: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Improving CyclingCargo bikesCampus bikes

City bikes

Electric bikes

Page 25: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Personal Electric VehiclesAlready available right away in Finland

Page 26: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Personal Electric Vehicles(in development)

Page 27: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

New Modes ofTransport

Page 28: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Last-mile Services

• Robot buses can support the public transport• Frequent service rate• Fixed route or or flexible• Door-to-door if necessary• Campus traffic (universities, hospitals …)• Remote control for unexpected situations

Page 29: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Shared vehicle

• Rental car is the prevailing mode of sharing car• The process is not very attractive for regular use with short notice• Booking, fetching, agreement, insurance, fueling, returning etc.• Mostly used when out of your own city/country• More flexible ways of using rental cars• A private car is unused most of the time (ca. 95%)• Can someone use the car meanwhile ?• Similar issues need to be solved than with rental car• Finding available car, booking it (smart phone apps)• Get access to the car (keys or smart phone opening)• Insurance, liabilities, car damage, fueling

Page 30: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Shared Ride• A company service• Kutsuplus• Airport taxi, Uber and similar services• The driver is not going where you are• A private service• A car owner plans to go from A to B• Another person plans to got from C to D• Depends on how good match

• Route (e.g. is C to D along the route from A to B)• Time (departure time, arrival time, flexibility in time)• Uncertainties (e.g. last minute change of plans, reliability of the service/customer)

Page 31: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

PlanningSupport forTransport

Page 32: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Traffic Simulation

Page 33: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Traffic Assigment Models

Page 34: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Activity Based Simulation

Age 26 26 7

Income $27k $16k $0

Status worker worker student

Automobile

POPULATION

HOME

WORKLUNCH

WORK

DOCTOR

SHOP

HOME

ROUTES AND MODES

HOME

WORKLUNCH

WORK

DOCTOR

SHOP

HOME

ACTIVITIES

SIMULATION OF EVENT S

The traveler hasstarted his trip.An event isrecorded.

TravelerEvents

Page 35: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Microscopic Simulation

• Detailed level modelingof traffic

• Each vehicle and otheragents

• Interaction betweenagents, environmentand control system

S

Y P

V2

V1

Actual traffic

V1 V2

P

D

V3 V4D

V5

P

YG

S

G

S

G

Model of traffic

Page 36: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Real-time Data Modeling• Data modeling for static structures

• GIS, BIM …• Data modeling for dynamic systems

• Scenarios, real-time, predictive• TIM ? (Transport Information Model)

Page 37: Intelligent Transport - Aalto · PDF fileSpatial Planning and Transportation Engineering. Iisakki Kosonen ... Intelligent Transport ... • Similar issues need to be solved than with

Iisakki Kosonen

Thank you !

Let’s discuss