Difference between revisions of "Tweag.IoT.2.Blockchain"

From Communauté de la Fabrique des Mobilites
(End to end solution to capture, analyse, store car accident events to improve driving behavior and make immutable accident parameters for insurance processing)
 
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{{Ressource
 
{{Ressource
 
|shortDescription=End to end solution from IoT to Blockchain
 
|shortDescription=End to end solution from IoT to Blockchain
}}
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|Main_Picture=Tweag.png
What is the challenge about?
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|description=...
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=== What is the challenge about? ===
 
The challenge is about using the mangOH IoT platform for sensor data from connected cars. We propose a end to end solution to record accident parameters, improve driving behavior and improve efficiency of insurance claim process, by recording on-board IOT information, send information to cloud for data science analysis and then strore  
 
The challenge is about using the mangOH IoT platform for sensor data from connected cars. We propose a end to end solution to record accident parameters, improve driving behavior and improve efficiency of insurance claim process, by recording on-board IOT information, send information to cloud for data science analysis and then strore  
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The mangOH board “mangOH red” continuously records one or two minute time series coming from different connected sensors :
 
The mangOH board “mangOH red” continuously records one or two minute time series coming from different connected sensors :
Accelerometer (CAN or built-in)
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* Accelerometer (CAN or built-in)
Gyroscope (CAN or built-in)
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* Gyroscope (CAN or built-in)
Speed (CAN or built-in)
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* Speed (CAN or built-in)
 
The mangOH device communicates via a SierraWireless SIM with the associated AirVantage IoT cloud.
 
The mangOH device communicates via a SierraWireless SIM with the associated AirVantage IoT cloud.
What is our proposed contribution?
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=== What is our proposed contribution? ===
 
We use the embedded sensors to detect a car accident from acceleration data, we monitor the accelerometer on the X axis. A potential accident event is sent to a cloud database where it waits for validation. We collect two minutes of sensors data before an accident and one minute after.  
 
We use the embedded sensors to detect a car accident from acceleration data, we monitor the accelerometer on the X axis. A potential accident event is sent to a cloud database where it waits for validation. We collect two minutes of sensors data before an accident and one minute after.  
  
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We could use smart contracts to provide on demand coverage. After an accident the driver/owner can use an app to dynamically change the status of his insurance; each modification and pictures hashes are saved in the blockchain within a smart contract to certify any change. The solution could help lower policy modification costs and limit insurance fraud.
 
We could use smart contracts to provide on demand coverage. After an accident the driver/owner can use an app to dynamically change the status of his insurance; each modification and pictures hashes are saved in the blockchain within a smart contract to certify any change. The solution could help lower policy modification costs and limit insurance fraud.
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|Tags=IOT
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|commonscategory=Logiciel, Données
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|Theme=Blockchain, Voiture Connectée
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|from=Tweag.io
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|othercommon=Open Connected Car Challenge - 2019
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|communauté d'intérêt=Communauté Voiture Connectée, Communauté autour de la Blockchain (et autres solutions de décentralisation)
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|licence=GNU Affero General Public License, CERN Open Hardware Licence
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}}

Revision as of 12:45, 3 June 2019


Description en une ligne : End to end solution from IoT to Blockchain

Description : ...

What is the challenge about?

The challenge is about using the mangOH IoT platform for sensor data from connected cars. We propose a end to end solution to record accident parameters, improve driving behavior and improve efficiency of insurance claim process, by recording on-board IOT information, send information to cloud for data science analysis and then strore

The mangOH board “mangOH red” continuously records one or two minute time series coming from different connected sensors :

  • Accelerometer (CAN or built-in)
  • Gyroscope (CAN or built-in)
  • Speed (CAN or built-in)

The mangOH device communicates via a SierraWireless SIM with the associated AirVantage IoT cloud.

What is our proposed contribution?

We use the embedded sensors to detect a car accident from acceleration data, we monitor the accelerometer on the X axis. A potential accident event is sent to a cloud database where it waits for validation. We collect two minutes of sensors data before an accident and one minute after.

The data stored is then be used to try to determine the root causes of the accident with machine and deep learning technologies. Validation of the accident is obtained when a dynamic lightweight consensus is reached. In our case we have taken into account the device and two additional smartphones that validate that they witnessed an accident, in production it can be more devices. The event is then logged into a data storage that is protected against alteration, in our Poc we have chosen to store it into an Ethereum blockchain. We have made a live demo of this with a toy car that is crashed into a wall. What could this solution be used for? How can it be sold? We can propose for the production stage to implement a partitioned blockchain framework for auto-insurance claims and adjudication, for connected (and/ ayonomous) vehicles that tracks both sensor and entity interactions with two sided verification.

The data put into the data lake can be used to analyze driving behaviour to help prevent accidents by applying data science algorithms to determine the behavior that leads to an accident.

We could use smart contracts to provide on demand coverage. After an accident the driver/owner can use an app to dynamically change the status of his insurance; each modification and pictures hashes are saved in the blockchain within a smart contract to certify any change. The solution could help lower policy modification costs and limit insurance fraud.

Image :

Tweag.png

Site internet :

Organisations intéressées pour contribuer ou qui contribuent déjà : Tweag.io

Organisations utilisatrice ou intéressée par utiliser la ressource :

Contributeurs :

Tags : IOT

Catégories : Logiciel, Données

Thème : Blockchain, Voiture Connectée

Référent :

Défi auquel répond la ressource :

Personnes clés à solliciter :

Autre commun proche : Open Connected Car Challenge - 2019

Communauté d'intérêt : Communauté Voiture Connectée, Communauté autour de la Blockchain (et autres solutions de décentralisation)

Type :

Type de licence ? GNU Affero General Public License, CERN Open Hardware Licence

Conditions Générales d'Utilisation (CGU) :

Niveau de développement :

Espace d'échange synchrone (de type chat) : [1]

Espace d'échange synchrone (de type forum) : [2]

Lien vers l'outil de gestion des actions :

Lien vers l'outil de partage de fichiers :

Besoins :

Complément :

Prochaine Etape :



Autres informations :

Liste des Acteurs qui utilisent ou souhaitent utiliser ce Commun Tweag.IoT.2.Blockchain : aucun pour le moment