SlideShare a Scribd company logo
1 of 24
Download to read offline
Everybody Counts in Public Transport 
Improve decision making, optimise services and increase customer satisfaction 
M2M Innovation World Congress 
Marseille, September 2014
Public Safety 
Traffic Management 
Energy Management 
Water Management 
Tram 
Train 
Subway 
People / Passenger Counting 
Many Use Cases
People Counting Applications 
•Transportation 
–Route optimisation 
–Schedule modification 
–Customer information and behaviour modification 
–Fraud prevention and revenue protection 
–Regulatory compliance 
•Retail 
–Foot fall analysis to monitor sales promotions or merchandising 
–Deployment of staff to meet customer demand 
•Facilities Management 
–Smart energy planning 
–Service schedule optimisation 
–Compliance to building safety regulations 
•Tourism 
–Visitor numbers and queue management 
Why count people ?
People Counting Applications 
•Optimise service provision 
–Allow dynamic allocation of resources to meet customer demands 
•Enhance customer experience and refine customer behaviour 
–Encourage use of less busy assets or services 
–Optimise people flows in and out of assets 
•Reduce operating costs 
–Service assets based on usage rather than fixed schedules 
•Reduce liabilities 
–Evidence compliance with eg building fire regulations 
Why count people ?
Creating Competitive Advantage 
•Service delivery needs to be flexible 
–Too much capacity = Satisfied customer but wasted resources 
–Too little capacity = Dissatisfied customer, lost revenues, lost market share 
–Organisations need to balance the availability of fixed and flexible resources to meet customer needs. 
•Combining historical and real time people counts with other data (eg weather, arena schedules) allows for prediction of near term demand and a reduction in ‘exceptional’ events 
•Continuous monitoring of real time data allows organisation to react to exceptional events when they do occur 
•Integration with ticketing data 
–Allows for fraud detection and revenue protection 
•Integration with HVAC 
–Balance energy costs with demand 
•Integration with other transport modes 
–Focus on customer end to end journey optimisation 
Integrate with other information to create knowledge
Creating Competitive Advantage 
•Informed passengers are happy customers 
–Advance information on occupancy of approaching buses and trains, car park capacity, length of wait at taxi ranks/check-in queues etc. allows passengers to plan their journeys more effectively. 
–Opportunity to offer compensatory ‘coffee voucher’ when services are disrupted, at the point of disruption 
–Opportunity to modify customer behaviour to better balance demand 
–Increase brand loyalty 
•Smart buildings 
–Modify heating and cooling in advance of room occupancy 
–Detected unused conference rooms 
–Check on room capacity violations 
–Move to usage based facilities management rather than time based 
–Repurpose underutilised spaces 
Integrate with other information to create knowledge
Usage based solutions Service when it is needed, where it is needed 
Zone 1 counter 
Zone 2 counter 
Historical usage data available for offline analysis, eg… 
•What are the patterns of use ? 
•How many staff/vehicles do we need, and when ? 
•Which assets are used most – would better signage/timetabling/routing level usage ? 
Real-Time alerts, eg…… 
•Number of users exceeded threshold since last service operation 
•Time elapsed since last service exceeded threshold 
•‘request service’ button pressed 
M2M Integration Platform 
@ 
? 
Edge gateway
Why count on a continuous basis ? Is an asset really needed ? 
•This graph shows hourly plots of visits to a restroom at a major European hub airport, collected remotely from a single counter via cellular connection. 
•Average daily visitors is 502, average hourly just under 21 
•Peak use is in mid afternoon to early evening, but even then is only around 50-60 per hour, weekend use is higher than midweek. 
0 
10 
20 
30 
40 
50 
60 
70 
Date/hour 
20-15 
20-18 
20-21 
21-0 
21-3 
21-6 
21-9 
21-12 
21-15 
21-18 
21-21 
22-0 
22-3 
22-6 
22-9 
22-12 
22-15 
22-18 
22-21 
23-0 
23-3 
23-6 
23-9 
23-12 
23-15 
23-18 
23-21 
24-0 
24-3 
24-6 
24-9 
24-12 
24-15 
24-18 
24-21 
25-0 
25-3 
25-6 
25-9 
25-12 
25-15 
25-18 
25-21 
26-0 
26-3 
26-6 
26-9 
26-12 
26-15 
26-18 
26-21 
27-0 
27-3 
27-6 
27-9 
Usage 
Day-Hour 
Hourly usage
Why count on a continuous basis ? When is service needed ? 
•Results of a three week study on a second restroom 
•Over 1,000 visits per day, but significant variations 
0 
500 
1000 
1500 
2000 
1:1:0 
1:1:16 
1:2:8 
1:3:0 
1:3:16 
1:4:8 
1:5:0 
1:5:16 
1:6:8 
1:7:0 
1:7:16 
2:1:8 
2:2:0 
2:2:16 
2:3:8 
2:4:0 
2:4:16 
2:5:8 
2:6:0 
2:6:16 
2:7:8 
3:1:0 
3:1:16 
3:2:8 
3:3:0 
3:3:16 
3:4:8 
3:5:0 
3:5:16 
3:6:8 
3:7:0 
3:7:16 
Cumulative daily visits 
cumul
Why count on a continuous basis ? 
When is service needed ? 
diff 200 
wk 2 
Average of time diff 50 wkday 
cleaner visits Monday Tuesday Wednesday Thursday Friday Saturday Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sunday 
1 08:55:14 08:36:47 08:58:22 09:05:25 09:04:16 09:12:15 07:29:35 08:55:14 08:36:47 08:58:22 09:05:25 09:04:16 09:12:15 07:29:35 
2 02:02:24 03:07:02 03:07:31 02:36:36 02:58:48 02:32:29 03:02:28 10:57:38 11:43:49 12:05:53 11:42:01 12:03:04 11:44:44 10:32:03 
3 01:46:05 02:33:45 02:56:31 02:17:40 02:44:28 01:40:22 02:35:25 12:43:43 14:17:34 15:02:24 13:59:41 14:47:32 13:25:06 13:07:28 
4 02:31:33 02:57:23 03:52:27 02:55:23 03:18:12 01:28:29 02:34:15 15:15:16 17:14:57 18:54:51 16:55:04 18:05:44 14:53:35 15:41:43 
5 03:39:46 04:00:50 03:04:43 01:20:09 03:18:05 18:55:02 21:15:47 00:00:00 19:59:47 00:00:00 16:13:44 18:59:48 
6 01:26:11 00:00:00 00:00:00 00:00:00 17:39:55 00:00:00 
7 01:48:20 19:28:15 
8 03:02:00 22:30:15 
00:00:00 
If we assume a service every 200 visits, then the schedules look like this : 
diff 200 
wk 1 
Average of time diff 50 wkday 
cleaner visits Monday Tuesday Wednesday Thursday Friday Saturday Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sunday 
1 08:32:31 08:12:59 08:56:24 09:15:57 09:17:34 08:32:40 08:47:48 08:32:31 08:12:59 08:56:24 09:15:57 09:17:34 08:32:40 08:47:48 
2 02:52:26 03:09:20 03:03:44 03:17:24 02:48:25 02:35:24 02:51:09 11:24:57 11:22:19 12:00:08 12:33:21 12:05:59 11:08:04 11:38:57 
3 02:09:31 02:47:35 03:18:59 03:32:21 02:29:19 02:48:10 01:56:04 13:34:28 14:09:54 15:19:07 16:05:42 14:35:18 13:56:14 13:35:01 
4 03:13:37 03:14:33 04:15:07 04:10:03 03:06:12 03:04:27 02:50:37 16:48:05 17:24:27 19:34:14 20:15:45 17:41:30 17:00:41 16:25:38 
5 05:10:33 03:08:34 00:00:00 00:00:00 00:00:00 00:00:00 00:00:00 22:11:14 19:34:12 
00:00:00 00:00:00 
diff 200 
wk 3 
Average of time diff 50 wkday 
cleaner visits Monday Tuesday Wednesday Thursday Friday Saturday Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sunday 
1 08:31:29 08:51:40 08:37:41 06:23:44 08:04:03 08:38:09 09:01:12 08:31:29 08:51:40 08:37:41 06:23:44 08:04:03 08:38:09 09:01:12 
2 02:25:35 02:34:48 02:08:59 02:50:42 02:50:06 02:28:27 03:10:30 10:57:04 11:26:28 10:46:40 09:14:26 10:54:09 11:06:36 12:11:42 
3 02:09:47 02:13:35 02:14:49 02:07:37 02:18:07 02:19:19 02:46:00 13:06:51 13:40:03 13:01:29 11:22:03 13:12:16 13:25:55 14:57:42 
4 02:28:47 02:42:15 01:56:05 01:56:24 02:14:20 03:04:28 02:37:02 15:35:38 16:22:18 14:57:34 13:18:27 15:26:36 16:30:23 17:34:44 
5 03:06:58 04:16:47 01:47:57 01:56:25 02:28:38 04:43:01 18:42:36 20:39:05 16:45:31 15:14:52 17:55:14 21:13:24 00:00:00 
6 01:52:13 02:10:13 00:00:00 00:00:00 18:37:44 17:25:05 00:00:00 00:00:00 
7 02:22:37 03:00:13 21:00:21 20:25:18 
00:00:00 00:00:00 
There are significant differences day to day and week to week – real time 
monitoring is crucial when moving to a usage based model if we are to 
balance our fixed and flexible workforces
Why do we get such weekly differences ? Archive data analysis gives the ‘why’, so we can plan the ‘what if’ 
•Correlation with gate allocations ? 
•Correlation with public holidays ? 
•Correlation with local sport / business events ? 
•Correlation with other assets out of service ? 
•Correlation with flight schedule changes ? 
•Correlation with restaurant menus ? 
If you can work out the dependencies, then you can optimise ! 
1 
0,0 
20,0 
40,0 
60,0 
80,0 
100,0 
120,0 
0 
2 
4 
6 
8 
10 
12 
14 
16 
18 
20 
22 
1 
2 
3 
4 
5 
6 
7 
1 
0,0 
50,0 
100,0 
150,0 
200,0 
0 
3 
6 
9 
12 
15 
18 
21 
1 
2 
3 
4 
5 
6 
7 
1 
0,0 
50,0 
100,0 
150,0 
0 
3 
6 
9 
12 
15 
18 
21 
1 
2 
3 
4 
5 
6 
7 
WK 1 
WK 2 
WK 3
Smart City 
Smart Building 
Public Safety 
Traffic Management 
Energy Management 
Bus 
Water Management 
Public Health 
Tram 
Train 
Metro 
Subway 
Remote Monitoring 
Fitness Machines 
The Internet of Things 
M2M Applications Everywhere 
Logistics 
Medical 
Transportation 
Public Transport 
Rail 
Metering 
Air Conditions 
Elderly Living 
Waste Management 
Value Transport 
Smart City 
Environmental 
Smart Grid 
First Responders 
Green Houses 
Sports Medical Application 
Cool Chain Monitoring 
Vending 
Reverse Vending 
Industrial 
Ticketing 
Smart Buildings 
Irrigation 
Signage 
Automatic Vehicle Location 
Remote Monitoring 
Retail 
Energy Monitoring 
Medical 
Elderly Living 
Green Houses 
Cool Chain Monitoring 
Agriculture 
Retail
The Basic Formula for IoT 
Implementing a full “M2M Software Stack” 
People counting is one particular instance of the use of Eurotechs M2M integration platform, the Everyware Cloud. It acts as an intermediate system between distributed devices and the applications interacting with them, abstracting the detail of the underlying protocols and communications architecture. 
Everyware Cloud is conceptually like an Operating System for the Internet of Things, enabling the transfer of device data to and from Enterprise applications independently of any other language, platform or OS 
Once this architecture is in place, it can be used to enable practically any type of remote sensor or system to interact with enterprise applications and other stakeholders 
@ 
Enterprise Service Bus for M2M 
Device Data Integration Platform 
•Data Management 
•Device Management 
•Data Storage 
•Real-Time Data Delivery 
•Real-Time Analytics 
•Archive data via REST APIs 
•Rule based event triggers 
•Publish & Subscribe 
•Secure 
•Scalable 
Everyware Software Framework 
•JAVA based application framework 
•Device Management 
•Connectivity Management 
•Application Management 
•Field data acquisition 
•Available on Eurotech and for third party hardware 
Devices, Sensors, Legacy systems 
Enterprise Applications
Vertical Market Example Use Case 
Use Case: Tram Fleet Management Optimization 
Application: 
The customer, a transportation company based in Italy (Tramvie Venete Bergamasche (TEB), Bergamo,), wanted to accomplish a fleet management optimization by tuning the time table with particular attention to school students fluxes. The solution consists of providing several trams with Eurotech’s Passenger Counters and one DynaCOR per vehicle. This combination enables passenger counting with associated GPS positioning, doors opening/closing events and collection of other information with regards to the route. Information is available for the customer through a web application that leverages Eurotech’s Everyware Cloud platform. 
Key Success Factors: PCN features & technology (e.g. stereoscopic vision) Complete set of building blocks offered Complete end-to-end solution Short development time Easily integration with web app performance, flexibility and simplicity of data treatment (storage, download, accessibility, analysis) 
Product: 
DynaCOR with 
PCN-1000 
Passenger Counter 
HW / SW 
Development 
Services 
Support
Vertical Market Example Use Case 
Use Case: Train & Bus Fleet Management Optimization 
Application: 
The customer, a transportation company based in Italy (Trentino Transporti), wanted to accomplish a fleet management optimization (route optimization, time table optimization by gathering attendance statistics) 
for their train and buses . The solution is based on Eurotech’s Passenger Counters. 
Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) 
Product: 
PCN-1000 
Passenger Counter
Vertical Market Example Use Case 
Use Case: Train & Bus Fleet Management Optimization 
Application: 
The customer, a transportation company based in Portugal, wanted to accomplish a fleet management optimization (route optimization, time table optimization by gathering attendance statistics) 
for their tramways and urban buses . The solution is based on Eurotech’s Passenger Counters. 
Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) 
Product: 
PCN-1000 
Passenger Counter
Vertical Market Example Use Case 
Use Case: Bus Fleet Management Optimization 
Application: 
The customer, a transportation company based in Portugal wanted to accomplish a fleet management optimization (route optimization, time table optimization by gathering attendance statistics) 
for their tramways and urban buses . The solution is based on Eurotech’s Passenger Counters. 
Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) 
Product: 
PCN-1000 
Passenger Counter
Vertical Market Example Use Case 
Use Case: Taxi Queue Optimization 
Application: 
The customer was looking for a solution that would allow him to improve the customer service and the utilization of available taxi capacity. 
The basic concept was to create at taxi stands queues where waiting passengers would be automatically counted. The data would then be used to automatically route the closest available taxis to the taxi stands where passengers are waiting. 
Key Success Factors: 
Short time to market due to EDC approach ESF for natively connecting PCN Simple 
Product: 
ReliGATE 50-21 with 
PCN-1000 
Passenger Counter
Optimizing & Improving Sanitary Services 
Optimizing & Improving Sanitary Services 
Application: 
The customer was looking for a way to optimize and improve the sanitary services in public buildings. The system is used to monitor restrooms attendance in order to dispatch cleaners according to the precise needs (number of visitors) rather than on a time schedule 
Key Success Factors: PCN features & technology (e.g. stereoscopic vision) Complete set of building blocks offered Complete end-to-end solution Short development time performance, flexibility and simplicity of data treatment (storage, download, accessibility, analysis) 
Product: 
DynaCOR with 
DynaPCN-10-20 
Passenger Counter 
HW / SW 
Development 
Services 
Support
Vertical Market Example Use Case 
Use Case: Airport Passenger Counting 
Application: 
In an Italian airport a passenger counting application was installed to monitor people flow at airport gates and boundaries. The system provides 
statistics on waiting time, level of service, gate and passport check post openings 
Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) 
Product: 
PCN-1000 
Passenger Counter
Vertical Market Example Use Case 
Use Case: Retail Shop Performance Measurement 
Application: 
The customer was looking for a solution that would allow measurement of the performance of individual shops of a chain (franchising). 
Data is regarding people entering and leaving shops are correlated with the customer interactions including financial transactions, contracts sold or support cases worked on. 
Similar installations with other customers are used to provide statistics and ROI calculations on ads in magazines, TVs, radios against customer attendance and daily takings 
Key Success Factors: 
Short time to market due to EDC approach ESF for natively connecting PCN Simple 
Product: 
ReliGATE 50-21 with 
PCN-1000 
Passenger Counter
Vertical Market Example Use Case 
Use Case: Tourist Traffic Monitoring 
Application: 
The customer, the city of Venice required a system that counts people in some of the strategic spots and embarkation platforms. 
The system collects statistics for the city’s ship public transportation service and touristic spots attendance. 
Key Success Factors: PCN features & technology (e.g. stereoscopic vision) Complete set of building blocks offered Complete end-to-end solution Short development time Easily integration with web app performance, flexibility and simplicity of data treatment (storage, download, accessibility, analysis) 
Product: 
DynaCOR with 
PCN-1000 
Passenger Counter 
HW / SW Development Services 
Support
Vertical Market Example Use Case 
Use Case: Cruise Ship Passenger Counting 
Application: 
On an Italian cruise ship a passenger counting application was installed to count the passengers getting on and off the ship when visiting ports. This application is used to double-check the number of people on-board. The solution is based on Eurotech’s Passenger Counters. 
Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) 
Product: 
PCN-1000 
Passenger Counter
www.eurotech.com 
Thank You!

More Related Content

Similar to Everybody counts in Public Transport

Listen to the Pulse of the City
Listen to the Pulse of the CityListen to the Pulse of the City
Listen to the Pulse of the CityDr. Mazlan Abbas
 
Theme 3b Users perspective of integrated transit systems
Theme 3b Users perspective of integrated transit systemsTheme 3b Users perspective of integrated transit systems
Theme 3b Users perspective of integrated transit systemsBRTCoE
 
Data management for OCMS and infra-electrical depots
Data management for OCMS and infra-electrical depotsData management for OCMS and infra-electrical depots
Data management for OCMS and infra-electrical depotsSifiso. Lukhele
 
Smart Traffic Monitoring System based on vehicle counts.
Smart Traffic Monitoring System based on vehicle counts.Smart Traffic Monitoring System based on vehicle counts.
Smart Traffic Monitoring System based on vehicle counts.IRJET Journal
 
Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17
Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17
Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17Paul Hofmann
 
Impact of Laboratory Automation on quality and TRT. Evaluating and Selecting...
Impact of  Laboratory Automation on quality and TRT. Evaluating and Selecting...Impact of  Laboratory Automation on quality and TRT. Evaluating and Selecting...
Impact of Laboratory Automation on quality and TRT. Evaluating and Selecting...Moustafa Rezk
 
The CASE for Commercial Vehicles
The CASE for Commercial VehiclesThe CASE for Commercial Vehicles
The CASE for Commercial VehiclesPaul Menig
 
(Catching) The 4.50 from Paddington
(Catching) The 4.50 from Paddington(Catching) The 4.50 from Paddington
(Catching) The 4.50 from PaddingtonEndpoint Ltd.
 
IOT based smart attendance monitoring system.pptx
IOT based smart attendance monitoring system.pptxIOT based smart attendance monitoring system.pptx
IOT based smart attendance monitoring system.pptxEyjazAhamed
 
Driving Efficiency with Splunk Cloud at Gatwick Airport
Driving Efficiency with Splunk Cloud at Gatwick AirportDriving Efficiency with Splunk Cloud at Gatwick Airport
Driving Efficiency with Splunk Cloud at Gatwick AirportSplunk
 
Urban city development, how to develop .pptx
Urban city development, how to develop .pptxUrban city development, how to develop .pptx
Urban city development, how to develop .pptxSantoshSwain35
 
Presentation on Spot Speed Study Analysis for the course CE 454
Presentation on Spot Speed Study Analysis for the course CE 454Presentation on Spot Speed Study Analysis for the course CE 454
Presentation on Spot Speed Study Analysis for the course CE 454nazifa tabassum
 
Involvement of WSN in Smart Cities
Involvement of WSN in Smart CitiesInvolvement of WSN in Smart Cities
Involvement of WSN in Smart CitiesHitesh Mohapatra
 
Traffic Volume Study
Traffic Volume StudyTraffic Volume Study
Traffic Volume StudyWaliur Rahman
 
sCorrecting for country skew: How APNIC adjusts for sample bias in the counts
sCorrecting for country skew: How APNIC adjusts for sample bias in the countssCorrecting for country skew: How APNIC adjusts for sample bias in the counts
sCorrecting for country skew: How APNIC adjusts for sample bias in the countsAPNIC
 
TechCamps - Internet of Things
TechCamps - Internet of ThingsTechCamps - Internet of Things
TechCamps - Internet of ThingsOlivia Klose
 

Similar to Everybody counts in Public Transport (20)

Listen to the Pulse of the City
Listen to the Pulse of the CityListen to the Pulse of the City
Listen to the Pulse of the City
 
By the power of metrics
By the power of metricsBy the power of metrics
By the power of metrics
 
Theme 3b Users perspective of integrated transit systems
Theme 3b Users perspective of integrated transit systemsTheme 3b Users perspective of integrated transit systems
Theme 3b Users perspective of integrated transit systems
 
Data management for OCMS and infra-electrical depots
Data management for OCMS and infra-electrical depotsData management for OCMS and infra-electrical depots
Data management for OCMS and infra-electrical depots
 
Smart Traffic Monitoring System based on vehicle counts.
Smart Traffic Monitoring System based on vehicle counts.Smart Traffic Monitoring System based on vehicle counts.
Smart Traffic Monitoring System based on vehicle counts.
 
A STUDY ON QUEUING MODEL TO REDUCE THE WAITING TIME IN FUEL STATIONS
A STUDY ON QUEUING MODEL TO REDUCE THE WAITING TIME IN FUEL STATIONS A STUDY ON QUEUING MODEL TO REDUCE THE WAITING TIME IN FUEL STATIONS
A STUDY ON QUEUING MODEL TO REDUCE THE WAITING TIME IN FUEL STATIONS
 
Travel_Time_Reliability
Travel_Time_ReliabilityTravel_Time_Reliability
Travel_Time_Reliability
 
Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17
Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17
Future IT Trends Talk @Stanford OIT 554 Class - Guest Speaker - 3.7.17
 
Impact of Laboratory Automation on quality and TRT. Evaluating and Selecting...
Impact of  Laboratory Automation on quality and TRT. Evaluating and Selecting...Impact of  Laboratory Automation on quality and TRT. Evaluating and Selecting...
Impact of Laboratory Automation on quality and TRT. Evaluating and Selecting...
 
The CASE for Commercial Vehicles
The CASE for Commercial VehiclesThe CASE for Commercial Vehicles
The CASE for Commercial Vehicles
 
(Catching) The 4.50 from Paddington
(Catching) The 4.50 from Paddington(Catching) The 4.50 from Paddington
(Catching) The 4.50 from Paddington
 
IOT based smart attendance monitoring system.pptx
IOT based smart attendance monitoring system.pptxIOT based smart attendance monitoring system.pptx
IOT based smart attendance monitoring system.pptx
 
Driving Efficiency with Splunk Cloud at Gatwick Airport
Driving Efficiency with Splunk Cloud at Gatwick AirportDriving Efficiency with Splunk Cloud at Gatwick Airport
Driving Efficiency with Splunk Cloud at Gatwick Airport
 
Urban city development, how to develop .pptx
Urban city development, how to develop .pptxUrban city development, how to develop .pptx
Urban city development, how to develop .pptx
 
Presentation on Spot Speed Study Analysis for the course CE 454
Presentation on Spot Speed Study Analysis for the course CE 454Presentation on Spot Speed Study Analysis for the course CE 454
Presentation on Spot Speed Study Analysis for the course CE 454
 
Involvement of WSN in Smart Cities
Involvement of WSN in Smart CitiesInvolvement of WSN in Smart Cities
Involvement of WSN in Smart Cities
 
Traffic Volume Study
Traffic Volume StudyTraffic Volume Study
Traffic Volume Study
 
sCorrecting for country skew: How APNIC adjusts for sample bias in the counts
sCorrecting for country skew: How APNIC adjusts for sample bias in the countssCorrecting for country skew: How APNIC adjusts for sample bias in the counts
sCorrecting for country skew: How APNIC adjusts for sample bias in the counts
 
TechCamps - Internet of Things
TechCamps - Internet of ThingsTechCamps - Internet of Things
TechCamps - Internet of Things
 
English
EnglishEnglish
English
 

More from Eurotech

Integrating electrical systems easily – accelerating the path towards sustain...
Integrating electrical systems easily – accelerating the path towards sustain...Integrating electrical systems easily – accelerating the path towards sustain...
Integrating electrical systems easily – accelerating the path towards sustain...Eurotech
 
Enabling supply chain flexibility and IoT scale with zero touch provisioning
Enabling supply chain flexibility and IoT scale with zero touch provisioningEnabling supply chain flexibility and IoT scale with zero touch provisioning
Enabling supply chain flexibility and IoT scale with zero touch provisioningEurotech
 
Automatic People and Passenger Counters
Automatic People and Passenger CountersAutomatic People and Passenger Counters
Automatic People and Passenger CountersEurotech
 
Developing Interoperable Components for an Open IoT Foundation
Developing Interoperable Components for an Open IoT Foundation Developing Interoperable Components for an Open IoT Foundation
Developing Interoperable Components for an Open IoT Foundation Eurotech
 
IoT Solutions Made Simple with Everyware IoT
IoT Solutions Made Simple with Everyware IoTIoT Solutions Made Simple with Everyware IoT
IoT Solutions Made Simple with Everyware IoTEurotech
 
Intelligent IoT gateway: pushing analytics at the edge
Intelligent IoT gateway: pushing analytics at the edgeIntelligent IoT gateway: pushing analytics at the edge
Intelligent IoT gateway: pushing analytics at the edgeEurotech
 
Eclipse kura in industry 4.0 david woodard
Eclipse kura in industry 4.0   david woodardEclipse kura in industry 4.0   david woodard
Eclipse kura in industry 4.0 david woodardEurotech
 
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresBuilding IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresEurotech
 
OSGi and Java in Industrial IoT
OSGi and Java in Industrial IoTOSGi and Java in Industrial IoT
OSGi and Java in Industrial IoTEurotech
 
IoT Solutions for Smart Energy Smart Grid and Smart Utility Applications
IoT Solutions for Smart Energy Smart Grid and Smart Utility ApplicationsIoT Solutions for Smart Energy Smart Grid and Smart Utility Applications
IoT Solutions for Smart Energy Smart Grid and Smart Utility ApplicationsEurotech
 
Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0
Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0
Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0Eurotech
 
Real World IoT Architectures and Projects with Eclipse IoT
Real World IoT Architectures and Projects with Eclipse IoTReal World IoT Architectures and Projects with Eclipse IoT
Real World IoT Architectures and Projects with Eclipse IoTEurotech
 
L’IoT industriale e i vantaggi competitivi della trasformazione digitale
L’IoT  industriale e i vantaggi competitivi della trasformazione digitale L’IoT  industriale e i vantaggi competitivi della trasformazione digitale
L’IoT industriale e i vantaggi competitivi della trasformazione digitale Eurotech
 
Reshaping Business Through IoT: Key Technology Factors to Consider
Reshaping Business Through IoT: Key Technology Factors to ConsiderReshaping Business Through IoT: Key Technology Factors to Consider
Reshaping Business Through IoT: Key Technology Factors to ConsiderEurotech
 
Industrial IoT Mayhem? Java IoT Gateways to the Rescue
Industrial IoT Mayhem? Java IoT Gateways to the RescueIndustrial IoT Mayhem? Java IoT Gateways to the Rescue
Industrial IoT Mayhem? Java IoT Gateways to the RescueEurotech
 
Eurotech and Red Hat collaboration simplifies Internet of Things integration ...
Eurotech and Red Hat collaboration simplifies Internet of Things integration ...Eurotech and Red Hat collaboration simplifies Internet of Things integration ...
Eurotech and Red Hat collaboration simplifies Internet of Things integration ...Eurotech
 
Real World IoT Architecture Use Cases
Real World IoT Architecture Use CasesReal World IoT Architecture Use Cases
Real World IoT Architecture Use CasesEurotech
 
Simplify Internet of Things with an Intelligent Gateway
Simplify Internet of Things with an Intelligent GatewaySimplify Internet of Things with an Intelligent Gateway
Simplify Internet of Things with an Intelligent GatewayEurotech
 
Internet of Things: a reality check
Internet of Things: a reality check Internet of Things: a reality check
Internet of Things: a reality check Eurotech
 
IoT the driver of Business Innovation: better products, new services and...
IoT the driver of  Business Innovation: better products, new  services  and...IoT the driver of  Business Innovation: better products, new  services  and...
IoT the driver of Business Innovation: better products, new services and...Eurotech
 

More from Eurotech (20)

Integrating electrical systems easily – accelerating the path towards sustain...
Integrating electrical systems easily – accelerating the path towards sustain...Integrating electrical systems easily – accelerating the path towards sustain...
Integrating electrical systems easily – accelerating the path towards sustain...
 
Enabling supply chain flexibility and IoT scale with zero touch provisioning
Enabling supply chain flexibility and IoT scale with zero touch provisioningEnabling supply chain flexibility and IoT scale with zero touch provisioning
Enabling supply chain flexibility and IoT scale with zero touch provisioning
 
Automatic People and Passenger Counters
Automatic People and Passenger CountersAutomatic People and Passenger Counters
Automatic People and Passenger Counters
 
Developing Interoperable Components for an Open IoT Foundation
Developing Interoperable Components for an Open IoT Foundation Developing Interoperable Components for an Open IoT Foundation
Developing Interoperable Components for an Open IoT Foundation
 
IoT Solutions Made Simple with Everyware IoT
IoT Solutions Made Simple with Everyware IoTIoT Solutions Made Simple with Everyware IoT
IoT Solutions Made Simple with Everyware IoT
 
Intelligent IoT gateway: pushing analytics at the edge
Intelligent IoT gateway: pushing analytics at the edgeIntelligent IoT gateway: pushing analytics at the edge
Intelligent IoT gateway: pushing analytics at the edge
 
Eclipse kura in industry 4.0 david woodard
Eclipse kura in industry 4.0   david woodardEclipse kura in industry 4.0   david woodard
Eclipse kura in industry 4.0 david woodard
 
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresBuilding IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
 
OSGi and Java in Industrial IoT
OSGi and Java in Industrial IoTOSGi and Java in Industrial IoT
OSGi and Java in Industrial IoT
 
IoT Solutions for Smart Energy Smart Grid and Smart Utility Applications
IoT Solutions for Smart Energy Smart Grid and Smart Utility ApplicationsIoT Solutions for Smart Energy Smart Grid and Smart Utility Applications
IoT Solutions for Smart Energy Smart Grid and Smart Utility Applications
 
Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0
Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0
Vivere del Cambiamento: tracciare la rotta verso l'industria 4.0
 
Real World IoT Architectures and Projects with Eclipse IoT
Real World IoT Architectures and Projects with Eclipse IoTReal World IoT Architectures and Projects with Eclipse IoT
Real World IoT Architectures and Projects with Eclipse IoT
 
L’IoT industriale e i vantaggi competitivi della trasformazione digitale
L’IoT  industriale e i vantaggi competitivi della trasformazione digitale L’IoT  industriale e i vantaggi competitivi della trasformazione digitale
L’IoT industriale e i vantaggi competitivi della trasformazione digitale
 
Reshaping Business Through IoT: Key Technology Factors to Consider
Reshaping Business Through IoT: Key Technology Factors to ConsiderReshaping Business Through IoT: Key Technology Factors to Consider
Reshaping Business Through IoT: Key Technology Factors to Consider
 
Industrial IoT Mayhem? Java IoT Gateways to the Rescue
Industrial IoT Mayhem? Java IoT Gateways to the RescueIndustrial IoT Mayhem? Java IoT Gateways to the Rescue
Industrial IoT Mayhem? Java IoT Gateways to the Rescue
 
Eurotech and Red Hat collaboration simplifies Internet of Things integration ...
Eurotech and Red Hat collaboration simplifies Internet of Things integration ...Eurotech and Red Hat collaboration simplifies Internet of Things integration ...
Eurotech and Red Hat collaboration simplifies Internet of Things integration ...
 
Real World IoT Architecture Use Cases
Real World IoT Architecture Use CasesReal World IoT Architecture Use Cases
Real World IoT Architecture Use Cases
 
Simplify Internet of Things with an Intelligent Gateway
Simplify Internet of Things with an Intelligent GatewaySimplify Internet of Things with an Intelligent Gateway
Simplify Internet of Things with an Intelligent Gateway
 
Internet of Things: a reality check
Internet of Things: a reality check Internet of Things: a reality check
Internet of Things: a reality check
 
IoT the driver of Business Innovation: better products, new services and...
IoT the driver of  Business Innovation: better products, new  services  and...IoT the driver of  Business Innovation: better products, new  services  and...
IoT the driver of Business Innovation: better products, new services and...
 

Recently uploaded

Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 

Recently uploaded (20)

Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 

Everybody counts in Public Transport

  • 1. Everybody Counts in Public Transport Improve decision making, optimise services and increase customer satisfaction M2M Innovation World Congress Marseille, September 2014
  • 2. Public Safety Traffic Management Energy Management Water Management Tram Train Subway People / Passenger Counting Many Use Cases
  • 3. People Counting Applications •Transportation –Route optimisation –Schedule modification –Customer information and behaviour modification –Fraud prevention and revenue protection –Regulatory compliance •Retail –Foot fall analysis to monitor sales promotions or merchandising –Deployment of staff to meet customer demand •Facilities Management –Smart energy planning –Service schedule optimisation –Compliance to building safety regulations •Tourism –Visitor numbers and queue management Why count people ?
  • 4. People Counting Applications •Optimise service provision –Allow dynamic allocation of resources to meet customer demands •Enhance customer experience and refine customer behaviour –Encourage use of less busy assets or services –Optimise people flows in and out of assets •Reduce operating costs –Service assets based on usage rather than fixed schedules •Reduce liabilities –Evidence compliance with eg building fire regulations Why count people ?
  • 5. Creating Competitive Advantage •Service delivery needs to be flexible –Too much capacity = Satisfied customer but wasted resources –Too little capacity = Dissatisfied customer, lost revenues, lost market share –Organisations need to balance the availability of fixed and flexible resources to meet customer needs. •Combining historical and real time people counts with other data (eg weather, arena schedules) allows for prediction of near term demand and a reduction in ‘exceptional’ events •Continuous monitoring of real time data allows organisation to react to exceptional events when they do occur •Integration with ticketing data –Allows for fraud detection and revenue protection •Integration with HVAC –Balance energy costs with demand •Integration with other transport modes –Focus on customer end to end journey optimisation Integrate with other information to create knowledge
  • 6. Creating Competitive Advantage •Informed passengers are happy customers –Advance information on occupancy of approaching buses and trains, car park capacity, length of wait at taxi ranks/check-in queues etc. allows passengers to plan their journeys more effectively. –Opportunity to offer compensatory ‘coffee voucher’ when services are disrupted, at the point of disruption –Opportunity to modify customer behaviour to better balance demand –Increase brand loyalty •Smart buildings –Modify heating and cooling in advance of room occupancy –Detected unused conference rooms –Check on room capacity violations –Move to usage based facilities management rather than time based –Repurpose underutilised spaces Integrate with other information to create knowledge
  • 7. Usage based solutions Service when it is needed, where it is needed Zone 1 counter Zone 2 counter Historical usage data available for offline analysis, eg… •What are the patterns of use ? •How many staff/vehicles do we need, and when ? •Which assets are used most – would better signage/timetabling/routing level usage ? Real-Time alerts, eg…… •Number of users exceeded threshold since last service operation •Time elapsed since last service exceeded threshold •‘request service’ button pressed M2M Integration Platform @ ? Edge gateway
  • 8. Why count on a continuous basis ? Is an asset really needed ? •This graph shows hourly plots of visits to a restroom at a major European hub airport, collected remotely from a single counter via cellular connection. •Average daily visitors is 502, average hourly just under 21 •Peak use is in mid afternoon to early evening, but even then is only around 50-60 per hour, weekend use is higher than midweek. 0 10 20 30 40 50 60 70 Date/hour 20-15 20-18 20-21 21-0 21-3 21-6 21-9 21-12 21-15 21-18 21-21 22-0 22-3 22-6 22-9 22-12 22-15 22-18 22-21 23-0 23-3 23-6 23-9 23-12 23-15 23-18 23-21 24-0 24-3 24-6 24-9 24-12 24-15 24-18 24-21 25-0 25-3 25-6 25-9 25-12 25-15 25-18 25-21 26-0 26-3 26-6 26-9 26-12 26-15 26-18 26-21 27-0 27-3 27-6 27-9 Usage Day-Hour Hourly usage
  • 9. Why count on a continuous basis ? When is service needed ? •Results of a three week study on a second restroom •Over 1,000 visits per day, but significant variations 0 500 1000 1500 2000 1:1:0 1:1:16 1:2:8 1:3:0 1:3:16 1:4:8 1:5:0 1:5:16 1:6:8 1:7:0 1:7:16 2:1:8 2:2:0 2:2:16 2:3:8 2:4:0 2:4:16 2:5:8 2:6:0 2:6:16 2:7:8 3:1:0 3:1:16 3:2:8 3:3:0 3:3:16 3:4:8 3:5:0 3:5:16 3:6:8 3:7:0 3:7:16 Cumulative daily visits cumul
  • 10. Why count on a continuous basis ? When is service needed ? diff 200 wk 2 Average of time diff 50 wkday cleaner visits Monday Tuesday Wednesday Thursday Friday Saturday Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sunday 1 08:55:14 08:36:47 08:58:22 09:05:25 09:04:16 09:12:15 07:29:35 08:55:14 08:36:47 08:58:22 09:05:25 09:04:16 09:12:15 07:29:35 2 02:02:24 03:07:02 03:07:31 02:36:36 02:58:48 02:32:29 03:02:28 10:57:38 11:43:49 12:05:53 11:42:01 12:03:04 11:44:44 10:32:03 3 01:46:05 02:33:45 02:56:31 02:17:40 02:44:28 01:40:22 02:35:25 12:43:43 14:17:34 15:02:24 13:59:41 14:47:32 13:25:06 13:07:28 4 02:31:33 02:57:23 03:52:27 02:55:23 03:18:12 01:28:29 02:34:15 15:15:16 17:14:57 18:54:51 16:55:04 18:05:44 14:53:35 15:41:43 5 03:39:46 04:00:50 03:04:43 01:20:09 03:18:05 18:55:02 21:15:47 00:00:00 19:59:47 00:00:00 16:13:44 18:59:48 6 01:26:11 00:00:00 00:00:00 00:00:00 17:39:55 00:00:00 7 01:48:20 19:28:15 8 03:02:00 22:30:15 00:00:00 If we assume a service every 200 visits, then the schedules look like this : diff 200 wk 1 Average of time diff 50 wkday cleaner visits Monday Tuesday Wednesday Thursday Friday Saturday Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sunday 1 08:32:31 08:12:59 08:56:24 09:15:57 09:17:34 08:32:40 08:47:48 08:32:31 08:12:59 08:56:24 09:15:57 09:17:34 08:32:40 08:47:48 2 02:52:26 03:09:20 03:03:44 03:17:24 02:48:25 02:35:24 02:51:09 11:24:57 11:22:19 12:00:08 12:33:21 12:05:59 11:08:04 11:38:57 3 02:09:31 02:47:35 03:18:59 03:32:21 02:29:19 02:48:10 01:56:04 13:34:28 14:09:54 15:19:07 16:05:42 14:35:18 13:56:14 13:35:01 4 03:13:37 03:14:33 04:15:07 04:10:03 03:06:12 03:04:27 02:50:37 16:48:05 17:24:27 19:34:14 20:15:45 17:41:30 17:00:41 16:25:38 5 05:10:33 03:08:34 00:00:00 00:00:00 00:00:00 00:00:00 00:00:00 22:11:14 19:34:12 00:00:00 00:00:00 diff 200 wk 3 Average of time diff 50 wkday cleaner visits Monday Tuesday Wednesday Thursday Friday Saturday Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sunday 1 08:31:29 08:51:40 08:37:41 06:23:44 08:04:03 08:38:09 09:01:12 08:31:29 08:51:40 08:37:41 06:23:44 08:04:03 08:38:09 09:01:12 2 02:25:35 02:34:48 02:08:59 02:50:42 02:50:06 02:28:27 03:10:30 10:57:04 11:26:28 10:46:40 09:14:26 10:54:09 11:06:36 12:11:42 3 02:09:47 02:13:35 02:14:49 02:07:37 02:18:07 02:19:19 02:46:00 13:06:51 13:40:03 13:01:29 11:22:03 13:12:16 13:25:55 14:57:42 4 02:28:47 02:42:15 01:56:05 01:56:24 02:14:20 03:04:28 02:37:02 15:35:38 16:22:18 14:57:34 13:18:27 15:26:36 16:30:23 17:34:44 5 03:06:58 04:16:47 01:47:57 01:56:25 02:28:38 04:43:01 18:42:36 20:39:05 16:45:31 15:14:52 17:55:14 21:13:24 00:00:00 6 01:52:13 02:10:13 00:00:00 00:00:00 18:37:44 17:25:05 00:00:00 00:00:00 7 02:22:37 03:00:13 21:00:21 20:25:18 00:00:00 00:00:00 There are significant differences day to day and week to week – real time monitoring is crucial when moving to a usage based model if we are to balance our fixed and flexible workforces
  • 11. Why do we get such weekly differences ? Archive data analysis gives the ‘why’, so we can plan the ‘what if’ •Correlation with gate allocations ? •Correlation with public holidays ? •Correlation with local sport / business events ? •Correlation with other assets out of service ? •Correlation with flight schedule changes ? •Correlation with restaurant menus ? If you can work out the dependencies, then you can optimise ! 1 0,0 20,0 40,0 60,0 80,0 100,0 120,0 0 2 4 6 8 10 12 14 16 18 20 22 1 2 3 4 5 6 7 1 0,0 50,0 100,0 150,0 200,0 0 3 6 9 12 15 18 21 1 2 3 4 5 6 7 1 0,0 50,0 100,0 150,0 0 3 6 9 12 15 18 21 1 2 3 4 5 6 7 WK 1 WK 2 WK 3
  • 12. Smart City Smart Building Public Safety Traffic Management Energy Management Bus Water Management Public Health Tram Train Metro Subway Remote Monitoring Fitness Machines The Internet of Things M2M Applications Everywhere Logistics Medical Transportation Public Transport Rail Metering Air Conditions Elderly Living Waste Management Value Transport Smart City Environmental Smart Grid First Responders Green Houses Sports Medical Application Cool Chain Monitoring Vending Reverse Vending Industrial Ticketing Smart Buildings Irrigation Signage Automatic Vehicle Location Remote Monitoring Retail Energy Monitoring Medical Elderly Living Green Houses Cool Chain Monitoring Agriculture Retail
  • 13. The Basic Formula for IoT Implementing a full “M2M Software Stack” People counting is one particular instance of the use of Eurotechs M2M integration platform, the Everyware Cloud. It acts as an intermediate system between distributed devices and the applications interacting with them, abstracting the detail of the underlying protocols and communications architecture. Everyware Cloud is conceptually like an Operating System for the Internet of Things, enabling the transfer of device data to and from Enterprise applications independently of any other language, platform or OS Once this architecture is in place, it can be used to enable practically any type of remote sensor or system to interact with enterprise applications and other stakeholders @ Enterprise Service Bus for M2M Device Data Integration Platform •Data Management •Device Management •Data Storage •Real-Time Data Delivery •Real-Time Analytics •Archive data via REST APIs •Rule based event triggers •Publish & Subscribe •Secure •Scalable Everyware Software Framework •JAVA based application framework •Device Management •Connectivity Management •Application Management •Field data acquisition •Available on Eurotech and for third party hardware Devices, Sensors, Legacy systems Enterprise Applications
  • 14. Vertical Market Example Use Case Use Case: Tram Fleet Management Optimization Application: The customer, a transportation company based in Italy (Tramvie Venete Bergamasche (TEB), Bergamo,), wanted to accomplish a fleet management optimization by tuning the time table with particular attention to school students fluxes. The solution consists of providing several trams with Eurotech’s Passenger Counters and one DynaCOR per vehicle. This combination enables passenger counting with associated GPS positioning, doors opening/closing events and collection of other information with regards to the route. Information is available for the customer through a web application that leverages Eurotech’s Everyware Cloud platform. Key Success Factors: PCN features & technology (e.g. stereoscopic vision) Complete set of building blocks offered Complete end-to-end solution Short development time Easily integration with web app performance, flexibility and simplicity of data treatment (storage, download, accessibility, analysis) Product: DynaCOR with PCN-1000 Passenger Counter HW / SW Development Services Support
  • 15. Vertical Market Example Use Case Use Case: Train & Bus Fleet Management Optimization Application: The customer, a transportation company based in Italy (Trentino Transporti), wanted to accomplish a fleet management optimization (route optimization, time table optimization by gathering attendance statistics) for their train and buses . The solution is based on Eurotech’s Passenger Counters. Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) Product: PCN-1000 Passenger Counter
  • 16. Vertical Market Example Use Case Use Case: Train & Bus Fleet Management Optimization Application: The customer, a transportation company based in Portugal, wanted to accomplish a fleet management optimization (route optimization, time table optimization by gathering attendance statistics) for their tramways and urban buses . The solution is based on Eurotech’s Passenger Counters. Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) Product: PCN-1000 Passenger Counter
  • 17. Vertical Market Example Use Case Use Case: Bus Fleet Management Optimization Application: The customer, a transportation company based in Portugal wanted to accomplish a fleet management optimization (route optimization, time table optimization by gathering attendance statistics) for their tramways and urban buses . The solution is based on Eurotech’s Passenger Counters. Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) Product: PCN-1000 Passenger Counter
  • 18. Vertical Market Example Use Case Use Case: Taxi Queue Optimization Application: The customer was looking for a solution that would allow him to improve the customer service and the utilization of available taxi capacity. The basic concept was to create at taxi stands queues where waiting passengers would be automatically counted. The data would then be used to automatically route the closest available taxis to the taxi stands where passengers are waiting. Key Success Factors: Short time to market due to EDC approach ESF for natively connecting PCN Simple Product: ReliGATE 50-21 with PCN-1000 Passenger Counter
  • 19. Optimizing & Improving Sanitary Services Optimizing & Improving Sanitary Services Application: The customer was looking for a way to optimize and improve the sanitary services in public buildings. The system is used to monitor restrooms attendance in order to dispatch cleaners according to the precise needs (number of visitors) rather than on a time schedule Key Success Factors: PCN features & technology (e.g. stereoscopic vision) Complete set of building blocks offered Complete end-to-end solution Short development time performance, flexibility and simplicity of data treatment (storage, download, accessibility, analysis) Product: DynaCOR with DynaPCN-10-20 Passenger Counter HW / SW Development Services Support
  • 20. Vertical Market Example Use Case Use Case: Airport Passenger Counting Application: In an Italian airport a passenger counting application was installed to monitor people flow at airport gates and boundaries. The system provides statistics on waiting time, level of service, gate and passport check post openings Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Product: PCN-1000 Passenger Counter
  • 21. Vertical Market Example Use Case Use Case: Retail Shop Performance Measurement Application: The customer was looking for a solution that would allow measurement of the performance of individual shops of a chain (franchising). Data is regarding people entering and leaving shops are correlated with the customer interactions including financial transactions, contracts sold or support cases worked on. Similar installations with other customers are used to provide statistics and ROI calculations on ads in magazines, TVs, radios against customer attendance and daily takings Key Success Factors: Short time to market due to EDC approach ESF for natively connecting PCN Simple Product: ReliGATE 50-21 with PCN-1000 Passenger Counter
  • 22. Vertical Market Example Use Case Use Case: Tourist Traffic Monitoring Application: The customer, the city of Venice required a system that counts people in some of the strategic spots and embarkation platforms. The system collects statistics for the city’s ship public transportation service and touristic spots attendance. Key Success Factors: PCN features & technology (e.g. stereoscopic vision) Complete set of building blocks offered Complete end-to-end solution Short development time Easily integration with web app performance, flexibility and simplicity of data treatment (storage, download, accessibility, analysis) Product: DynaCOR with PCN-1000 Passenger Counter HW / SW Development Services Support
  • 23. Vertical Market Example Use Case Use Case: Cruise Ship Passenger Counting Application: On an Italian cruise ship a passenger counting application was installed to count the passengers getting on and off the ship when visiting ports. This application is used to double-check the number of people on-board. The solution is based on Eurotech’s Passenger Counters. Key Success Factors: PCN features & technology Rugged design Precision (stereoscopic vision) Flexible mounting system (adjustable angles) Protected front maintenance panel (USB) Product: PCN-1000 Passenger Counter