LoRaWAN for IoT/AI: Applications in support of Societal … · 2019-04-25 · •LoRaWAN is not a...
Transcript of LoRaWAN for IoT/AI: Applications in support of Societal … · 2019-04-25 · •LoRaWAN is not a...
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Regional Forum on Emergent Technologies
Presenter : CHAABANE Ferdaous
ITU Regional Forum on Emergent Technologies Tunis - Tunisia, 23-24 April 2019
Place: Tunis, Tunisia
Date: 23-24 April 2019
LoRaWAN for IoT/AI: Applications in support of Societal Challenges
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Outline
- LoRaWAN Technology
- Conclusion
- SAGEMCOM & LoRaWAN
- Applications
o Agricultural applications
o SMART building applications
o Industrial Applications
- IoT/AI/EC
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IoT Evolution
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Production Process => SMART FactorySmart Connected Products
IoT
IoT is big business
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IoT/AI
4ITU Regional Forum on Emergent Technologies Tunis - Tunisia, 23-24 April 2019
Data Gatheringand Analytics
Provider of Massive Data
SMART World
Inte
rop
era
bili
ty
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IoT is pushing AI to the Edge
5ITU Regional Forum on Emergent Technologies Tunis - Tunisia, 23-24 April 2019
Rate of IoT deployments ↗Edge-based compute and Storage ↗
More efficient End-to-End solutions
Analysis in the cloud => Close to the sensing and actions
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LPWAN : LoRaWAN
LoRaWAN :
- Most adopted type of LPWAN- Ubiquitous connectivity in outdoor IoT Apps- Keeping networks structures and management simple
Booming of LPWAN IoT Technology LoRaWANStrong acceleration
Impressive level of adoption
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LoRa Alliance
A few of the 500 members of the Alliance
The extent of LoRaWAN network coverage
LoRa Alliance- the fastest growing technology alliance,- A non-profit association of more than 500 member companies,- enabling large scale deployment of LPWAN IoT through the
development and promotion of the LoRaWAN open standard.
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LoRa Network features
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LoRa Network Architecture
Sagemcom Gateway
Sagemcom devices
Sagemcom LoRa Network Server (LNS)
SagemcomLoRa Client Application
SagemcomGeolocation Solver
Sagemcom => LoRa
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Sagemcom Software & Technologies is the R&D center for the Group Sagemcom.
Energy & TelecomsIoT R&D center
Directly connected to Solutions responsable
Innovation IoT group : PoC of IoT Solutions
Sagemcom R&D Center
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IoT ApplicationsLoRaWAN
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IoT SMART CENTER
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IoT SMART CENTER
SMART Lab SMART Datacenter
SMART Parking SMART Meeting Room
SMART VisitorAuthentification
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SMART Parking
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SMART Lab
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SMART Agriculture
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LoRa connected Meteo Station
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Digital
AnalogSeries
I2C
Communication type
LoRaWAN™ Network of SAGEMCOM
Hardware Architecture
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LoRaWAN
LNS
Communication
http
Devices Application
Node server
REST
LoRa Client
FE : Angular 5
Python server
pymongo
DB
BE
Software Architecture
Centralized network
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Dashboard FonctionalitiesAlerts Management Statistics
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Data Analytics and Prevision
Dashboard AI Fonctionalities
Error of ± 1° for 24 samples
Measurments Prevision
Prevision Measurements
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Prediction of Plant Diseases
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+ = Prediction of Plant Diseases
+ AI
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ML for Plants Disease
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Training DatabasePlants types
Diseases
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Plants Disease Prevision Dashboard
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SMART Building apps
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SMART Swimming Pool
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SMART Swimming Pool LoRaconnected
Water Quality Automatic SystemWeather conditions
Automaticmaintenance and
analysis
Long range Low energy consumption
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pH
ORP
Turbidity
TDS
Hardware Architecture
Temperature
T&Hu
UV index
Ultrason
Arduino Nano
Raspberry Pi 0
LoRa Dongle
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Chlorine Amount Prevision with AI
Prediction for 70 days Predicted and constant Amount
Volume = 24 m³
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Lost Water volume prevision with AI
Lost Water prevision
ForecastSur 2 jours
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SMART Energy
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SMART Building : AI at the Edge
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Data Acquisition Data Analysis : Model
Model Validation on STM32F7Model conversion & Code Generation
AI at the Edge
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AI at the Edge
Global Power Prevision
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SMART Industry
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AI for Predictive Maintenance
Machine vibration analysis
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Data acquisition & Database creation
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Model : Deep Learning
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Predictive Maintenance Resuslts
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• LoRaWAN is not a promise of a future potential, but is available today all around the globe. It is realizing the potential of the Internet of Things (IoT).
• The IoT is getting smarter by incorporating AI into IoT applications.
• Many use cases at the edge can’t wait for the cloud. They demand insights and decisions at the source, where the data is generated => need of Egde Computing.
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Conclusion
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Thank you
ITU Regional Forum on Emergent Technologies Tunis - Tunisia, 23-24 April 2019