ryo ishida tomoko izumi yoshio nakatani - gdmc home · 2012-12-20 · ⇒simulating evacuation...

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Ritsumeikan University Ryo Ishida Tomoko Izumi Yoshio Nakatani

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Page 1: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Ritsumeikan University Ryo Ishida

Tomoko Izumi

Yoshio Nakatani

Page 2: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Contents 1. Background

2. Outline of proposed system

3. System architecture

4. Experimental results

5. Future works

Page 3: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

1.Background

1. Background 2. Outline of proposed system 3. System architecture 4. Experimental results 5. Future works

Page 4: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Earthquake Background in Japan Japan is

“ The land of Earthquakes “

The earthquakes frequency (annual average)

- in the world

over M6.0 : about 152 times

- around Japan

over M6.0 about 20 times

Earthquake frequency(over M6.0) 2000 - 2009

Japan World

20.5%

1036

Page 5: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

The Huge Nankai Earthquake

・ Japanese government concerns about this earthquake

Osaka City will be damaged widely

Damaged by Tsunami

In particular

( the second city in Japan )

Page 6: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Prediction of Damage in Osaka City ・The case of M9.0 scale

‐ Tsunami : 5.5m high in Osaka Bay

‐ Flooding Region : about 16 wards in Osaka City

・Massive damage to

-municipal subways

-underground shopping centers

・A lot of stranded people

‐Osaka City 900,000 persons(maximum)

‐Kita Ward(around JR Osaka Station)

There is no specific proposals!

420,000 persons(maximum)

JR Osaka Station

Flooding Region

Osaka City

Page 7: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Previous studies 1. ”Study on Developing Simulation Method for Prediction of Evacuation Processes after Earthquake”

⇒Simulating evacuation behavior from a subway station

with five underground levels to the ground

2. ”Development of Tsunami Evacuation Simulation Model

to Support Community Planning

for Tsunami Disaster Mitigation”

⇒Examining both maintenance

of material aspects and policy

Page 8: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Problems ・In Osaka City

⇒Is not share a specific control strategy for Tsunami occurrence

(between private companies and Osaka City administration)

some of reasons

-Lack of information(formulate Tsunami evacuation manual)

-No try to share the information

・Previous studies

⇒Only a few evacuation simulation of the large scale

A system to inspect how evacuees will behave considering various evacuation situations!

Page 9: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

2. Outline of proposed system

1. Background 2. Outline of proposed system 3. System architecture 4. Experimental results 5. Future works

Page 10: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Outline of proposed System ・Simulation evacuee’s behavior of people at the time of Tsunami precaution in major cities

- target spaces : ground level, buildings, underground centers

・Purpose :

①Verifying evacuees behavior in the case of huge Tsunami at ground

②Formulating Tsunami refuge buildings

③Verifying evacuees who go out from buildings to take refuge at underground

④Formulating general method of refuge instruction

・Set the maximum possible number of accommodated evacuees

Page 11: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

3.System architecture

1. Background 2. Outline of proposed system 3. System architecture 4. Experimental results 5. Future works

Page 12: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

A target area and Tsunami refuge buildings

: Tsunami refuge buildings

(Ex : Stations Department stores Tower buildings)

: Goals of refuge

(Ex : JR Osaka Station Kobe-pronged Midland-pronged)

Page 13: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Evacuation routes

: Junctions

: Evacuation routes

Method : Dijkstra’s algorithm

Page 14: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Simulation flow

We set the evacuee limit for each Tsunami refuge building using a control panel

The shortest evacuation routes are calculated using Dijkstra’s algorithm and saves the data file

Evacuees start to take refuge at each goal, and this simulation continues to run until all evacuees finish their journey

Page 15: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Walking speed ・Density and walking speed (John.J.Fruin)

𝑉(𝜌)=1.1𝜌−0.7954

V : Walking speed (m/min)

ρ : Crowd density(person/㎡)

Crowd density

[person/㎡]

1 2 4

Speed [m/min]

66.6 38.1 21.9

Congestion factor

0~1 2~3 4~

Speed [m/min]

66 38 22

Page 16: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

4. Experimental results

1. Background 2. Outline of proposed system 3. System architecture 4. Experimental results 5. Future works

Page 17: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Case study ・The proportion of evacuees who can be accommodated evacuees in each Tsunami refuge building

(5 cases)

Case 1 : 0% ( converge at JR Osaka Station )

Case 2 : 20% ( diverge in various buildings)

Case 3 : 50%

Case 4 : 80%

Case 5 : 100%

Page 18: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Experimental results

The predicted time period for Tsunami to hit Osaka City

(persons)

The minimum time until completion of refuge

0

50,000

100,000

150,000

200,000

250,000

300,000

350,000

400,000

450,000

0 50 100 140 200 250 300 350 400 450 478 500 515 520 545 581(minutes)

case(1):0%

case(2):20%

case(3):50%

case(4):80%

case(5):100%

・ The time taken to complete refuge becomes shorter as the proportion of evacuees accommodated in the refuge buildings becomes higher.

Page 19: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Discussion ・The time calculated by the simulation exceeds the Tsunami arrival time

・Additional Tsunami refuge buildings ・An effective instruction method of evacuation

<Needs>

Page 20: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Conclusion ・In case of evacuees converge on three locations

(JR Osaka Station, Kobe-pronged, Midland-pronged)

With more increasing of Tsunami refuge buildings

(Stations, Department stores, Tower buildings)

・Enable them to take refuge effectively and quickly

Page 21: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

5. Future works

1. Introduction 2. Outline of proposed system 3. System architecture 4. Experimental results 5. Future works

Page 22: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Future works

- Road Conditions

(Traffic conditions, Road width, Sidewalk, e.g.)

⇒The road will be clogged with traffic and they will be difficult

to do so freely

- Outflow of persons from buildings

(Department stores, Underground shopping centers, e.g.)

⇒Not dealt with the interaction between people trying

to evacuate from and to buildings

Page 23: Ryo Ishida Tomoko Izumi Yoshio Nakatani - GDMC Home · 2012-12-20 · ⇒Simulating evacuation behavior from a subway station ... Kobe-pronged Midland-pronged) Evacuation routes :

Thank you for your kind attention