紐西蘭奧克蘭市模範城市-成功案例分享蘇志隆 Jerry, SuHPE技術服務事業處資深企業資訊架構經理

都市化的挑戰與變革

激增的人口

資源管理

應變與效率

基礎設施不足或老化

城市安全

全球暖化 –碳排放

交通擁塞

能源危機

天然災害

物流與運輸

更多管理與革新的城市需要考慮到都市化的問題

實現智慧城市的指標

安全

庇護所

固體垃圾

通訊與創新

城市規劃

交通

廢水

水與衛生

經濟

能源

環境

財政

火災與緊急應變

治理

健康

休閒

教育

37120- 17 主題- 100 指標

Smart City Wheel, Boyd Cohen

智慧移動

智慧政府

智慧經濟智慧市民

智慧生活

智慧環境

智慧城市

如何讓城市變得更有智慧

1980s & 1990s

基於資通訊技術的導入與應用

2000～2010

實現e化, Internet成為資訊交換重要媒介

2010～2020

行動化、感應器、IoT、APP ….

資通訊科技本身並不會使城市變 ”Smart”

City as a Platform

created by cities for cities

城市服務 生活品質

城市 1.0• e-City

• 資源: IT系統

城市 2.0• m-City

• 資源: Web & Apps

城市 3.0• Smart City

• 資源: Data

Work Open Think

BSI for CEPS, 2014

City as a Platform –以城市的資料用於城市

交控系統

CCTV

感應器

影像

資訊系統 泊車資訊

資通訊基礎建設

解決方案

作業流程與服務

城市的策略與目標

應用 預測

Predict

預防

Prevent

參與

Participate

資料 擷取

Capture

分析

Analysis

融合

Fusion

奧克蘭的智慧城市策略

社群媒體

HPE Intelligent Platform

Enterprise Application

Creative nApps

Sensor Networking

External Data Source

Sensor ManagementSupervisory and Control Layer

Sensor DataIntegration

Data FusionIntelligent

Core

Data Lake

Real Time Streaming

Analytic Warehouse

Unstructured DataAnalytics

Data Fusion

API/Data Exchange

Engineering Sensors AV Sensors

Intelligent Command CenterPublic

DatasetsApplication

Marketplace

Create

Connect

Comprehend

Collect

HPE Intelligent Platform Solution

Connectors to Enterprise

Applications

Creative nApps

Sensor Networking

CMS IoT

Data FusionIntelligent

Core

Hadoop

Storm

Vertica

IDOL

HPE Bamboo

API/Data Exchange

Engineering Sensors AV Sensors

HPE Intelligent Command Center

Public Datasets

ApplicationMarketplace

Create

Connect

Comprehend

Collect

Connectors to External Data

Sources

紐西蘭奧克蘭市的轉變與挑戰

• 大奧克蘭都會區(2010年11月起合併鄰近7個城市及地區), 為全紐第一大城

• 奧克蘭市又稱為City of

Sails (帆之都)水上活動十分盛行

• 總人口數約150萬, 將近全紐人口1/3

• 主要大眾運輸工具：

‒ 火車

‒ 公車

‒ 渡輪

•各交通業務單位的困境 :

‒ 缺乏橫向聯繫與資訊共享

‒ 在適當位置各自建構其解決方

‒ 各自需要訓練有素的專業人員維護其系統

‒ 除所費不貲外,也缺乏效率與持續性

•對交通與市容的負面影響 :

‒ 自行車騎乘交通事故引發民怨

‒ 汽車駕駛占用公車專用道

‒ 道路禁停區違規使用

‒ 違規停車

‒ 市容破壞與塗鴉

Auckland Transport (AT) 的挑戰• 為大奧克蘭都會區在現在及未來提供安全與有效率的交通運輸服務• 如何最有效地利用現有資金, 並尋求新的營收機會• 滿足監管及立法之要求• 讓AT本身能夠成為世界一流之多重聯運交通系統營運與規劃之提供者

HPE Intelligent Platform Solution

Connectors to Enterprise

Applications

Creative nApps

Sensor Networking

CMS IoT

Data FusionIntelligent

Core

Hadoop

Storm

Vertica

IDOL

HPE Bamboo

API/Data Exchange

Engineering Sensors AV Sensors

HPE Intelligent Command Center

Public Datasets

ApplicationMarketplace

Create

Connect

Comprehend

Collect

Connectors to External Data

Sources

Video Surveillance and Analytics Maturity

Surveillance

Video Analytics

Situational Awareness

Predictive Analytics

Efficiency

Accura

cy

PlanOperate

HP HAVEn Big Data PlatformThe HPE HAVEn platform was used to create a single unified data layer

Solution Breakdown

Auckland Transport and HPE identified the data sources

required to manage the transport ecosystem on a

day to day basis.

CCTV SensorsSocial Media

File System

External Systems

Solution Breakdown

HPE IDOL was used to collect, combine and

understand data from all sources.

CCTV SensorsSocial Media

File System

External Systems

HPE VMSHPE Video Analytics

HPE Connectors

HPE Intelligent Data Operating Layer

Solution Breakdown

VidSys PSIM was deployed on top of HPE software to provide a HPE Intelligent Data Operating Layer rich

user interface and powerful rules based engine designed

for transport agencies.CCTV Sensors

Social Media

File System

External Systems

HPE VMSHPE Video Analytics

HPE Connectors

HPE Intelligent Data Operating Layer

VidSys Workflow Engine

VidSys Physical Security Information Management User Interface

Putting it all together

–Ecosystem Solution Design by HPE

–All data is processed by a centralized data center supported by HPE servers and infrastructure.

–HPE networking ensures bandwidth intensive data, such as video, is delivered to the data center efficiently

–Implementation and solution support by HPE

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SafeCity in Action

Solution Breakdown – HPE IDOL

Advanced Video Analytics

– 2000 video feeds recorded

– 200 video analytics running in

real time

– Used for optimising traffic flow through the city

– Improving safety by detecting

illegal or dangerous actions

– Track pedestrians, bikes, cars,

busses etc.

– Detect red light jumps, congestion, clearway violation &

much more

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Red Light Violation in Action

• Statistics on the number and type of violations are gathered to identify dangerous intersections

• The information is used to reduce accidents and justify new safety measures

Vehicle Counting

– Vehicles passing through important points in the road network are counted

– Classification of type of vehicle based on size, vehicle make and number plates

– Direction and flow of traffic is monitored

Other Scenario

Solution Breakdown – VidSys PSIM

The VidSys Physical Security Information Management (PSIM) software platform helps mass transit organizations:

– Enhance emergency preparedness and response times.

– Provide a safer transport environment.

– Leverage existing infrastructure and legacy equipment to improve real time situation management.

– Manage and correlate data from a variety of devices.

– Provide a common operating picture for inter-agency information exchange.

– Enable compliance with regulatory requirements.

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Solution Breakdown - VidSys Workflow Engine

Automated Presentation of Standard Operations Procedures

When any situation arises, the VidSys software presents standard operating procedures to the operations center operator along with the information, devices and contact information required for resolution – all within a single user interface.

Rules Engine Provides intelligent correlation of data from

various systems, including time and geography, in order automatically to identify situations and then persistently update those situations as events unfold.

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Benefits Realization: Data Silos

• Many Surveillance Solutions

• Need Specialized Operations Experts

• Budgets spent on new infrastructure

Pain Points

• Build on existing Operations Infrastructure

• Open Standards based Platform

• Shared Unified Interface

HPE Solution • Unified data access

layer provides cross-department sharing of resources

• Future: Search Data then Share Video

Business Outcome

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Benefits Realization: Enforcement

• Gathering traffic violations is manual and time consuming.

• Post-incident review process is effort and time intensive

• Often people get away with it when nobody is looking.

Pain Points

• Automate Monitoring and Reporting

• Standard Operating Procedures

• Gather statistics for long-term review

HPE Solution • Enforce traffic rules and

improved compliance

• Improved safety for pedestrians, cyclists and motorists

• Future: Invest in prevention systems where required

Business Outcome

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Benefits Realization: Planning

• No traffic flow statistics within the road network

• Current traffic flow analysis is outdated and does not adequately identify patterns in traffic flows

• Analytical models unable tocorrelate data residing in silos

Pain Points

• Automate collection of traffic flow parameters on roads

• Connectors to internal and external data sources

• Exploratory Data Science

• Identify patterns for better traffic flow design in future

HPE Solution • Future: Optimize traffic flows

through the City of Auckland

• Future: Invest in infrastructure where it’s really required

Business Outcome

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Benefits Realization: New Business Model

• Data is not available for differentiated services to citizens

• Government is a bottleneck to innovation

Pain Points

• HPE platform delivers open data integration

• Public-Private-Partnership to improve citizen centric services

HPE Solution • Future: Generate new

revenue streams from real world data

• Future: Offer differentiated services to citizens.

Business Outcome

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HPE Ecosystem Partners powering Auckland Transport

Solution Design

• HPE Autonomy

• HPE Technology Consulting

• VidSys

Client Integrator

• HPE Technology Consulting

Client Operations

• HPE Technology Services

Business Software

• HPE Intelligent Data Operating Layer

• HPE Intelligent Scene Analysis System

• HPE Automatic License Plate Recognition

• VidSys PSIM

Management Software

• HPE OneView

• HPE Insight Controller

Infrastructure

• HPE ProLiant Gen8 BladeSystem

• HPE 3PAR StoreServ, StoreAll

• HPE FlexFabric

In Future

In the future, Auckland Transport is planning to expand into other areas of the HPE HAVEn platform

Vertica is a cluster-based, columnar fast data analytics engine

Vertica Analytics Platform is designed to manage large, fast-growing volumes of data and provide very fast query performance when used for data warehouses and other query-intensive applications. The product drastically improves query performance over traditional relational database systems, provide high-availability, and petabyte scalability on commodity enterprise servers.

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Summary

HPE’s Safe City Solution will enable Auckland Transport to:

– Improve safety for pedestrians, cyclists and motorists

– Optimize traffic flows through the City of Auckland

– Tackle inefficiencies by creating a single unified layer across all data silos

– Gather statistical information for analysis and transport planning

– Be predictive instead of reactive

– Enforce traffic laws and reduce violations

– Generate new revenue streams

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• 車輛追蹤

• 車牌/廠牌辨識

• 失竊車輛識別

• 出入口臉部辨識

• 人員路徑追蹤

• 人流計數

• 週界安全

• 塗鴉告警

安全管理

• 違規超車

• 超速

• 汽車闖紅燈

• 自行車闖紅燈

• 交通擁塞偵測

• 交通分析

• 停車執法

交通管理

• 無人看管行李

• 不尋常移動

• 過度擁擠

• 週界入侵

• 安全區域違規闖入

• 非指定方向移動

機場

• 鐵路穿越防護

• 民眾穿越軌道

• 逃票行為 - 跨過驗票閘門

鐵道網路

智慧影像與場景分析應用

社群媒體輿情分析

傳統的分析技術只能適用於機器資料

市民輿論是智慧城市的思想來源

論壇

新聞網

部落格

社群媒體

輿情分析

市調

網路資源

比較

事件趨勢

滿意度調查

消費者喜好調查

決策參考

產品功能比較

產品價格比較

產業資訊商機

潛在客戶

建立社群媒體資訊 (人類資訊,

Human information) 的自動收集與

處理機制：

• 人類資訊具多樣性,包含：文字,

聲音, 影像 … 等

• 人類資訊是動態的

• 人類資訊是複雜的

• 人類資訊的涵意是有關聯性的

聲音 文字

影像

電子郵件

文件

視訊

社群媒體輿情分析及應用藉由收集與分析社群媒體資訊以獲得對輿論的洞察力

事故往往在官方意識到之前便已在社群媒體上分享

透過情感與語意分析,可瞭解市民在目前的想法和態度

可藉社群媒體瞭解市民對普遍的交通運輸議題意見及趨勢

輿情回饋收集與分析

• 奧克蘭 AT Twitter Feed 即時資訊擷取與呈現• 情感分析、群集分析與趨勢分析• 災害或交通資訊即時反應• 可疑活動、治安事件預測與預防

• 於倫敦奧運會期間, 透過對社群媒體資訊的充份掌握, 用以增進警力的行動

• 分析新的且具社會影響力的主聲量, 並及早收集和深入瞭解相關問題

• 取得精確的社群媒體情感分析及建立更有效的事件反應

其他應用實例 –

英國倫敦警局

邁向未來與智慧的都市願景

智慧移動

智慧政府

智慧經濟智慧市民

智慧生活

智慧環境

智慧城市

City as a Platform

連結 收集

理解建立

遇見未來城市-以開放資料、大數據、物聯網、雲端科技與資訊安全建構的未來城市藍圖

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主 題 演講者

未來城市規劃與願景王嘉昇惠普科技董事長

未來城市安全與交通規劃—大數據與智慧雲平台

廖智寧惠普科技台灣暨香港地區大數據事業處業務總監

物聯網智慧雲平台與城市規劃應用蔡邦洲

惠普科技通訊解決方案事業處協理

未來城市的無線網路應用許佳樹惠普科技網路設備事業處副總經理

紐西蘭奧克蘭市模範城市-成功案例分享

Madhu Dharmarajan惠普科技亞太區企業架構師蘇志隆惠普科技技術服務事業處資深企業資訊架構經理

行動互聯網 –創新行動應用服務謝明燁華電聯網市場行銷處副總經理

遇見未來城市-活動議程