palestra iot - internet of things - internet das coisas
DESCRIPTION
Internet of Things, Internet das Coisas, Real world internet, RWI, SENSEI, Smartsantander, zigbee, 802.15.4, 6lopan, internet do futuro, future internet, domotic, domotica, automation, automação.TRANSCRIPT
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Internet of Things
Luiz Oliveira
Inatel Competence Center – Educação Continuada
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Internet of Things (IoT) is a technology and a marketdevelopment based on the inter-connection of everyday objectsamong themselves and applications.
IoT will enable an ecosystem of smart applications and services,which will improve and simplify people lives.
Whereas in the first run Internet of Things referred to the adventof barcodes and Radio-frequency identification (RFID), helping toautomate inventory, tracking and basic identification, the secondcurrent wave of IoT sees a strong verve for connecting sensors,objects, devices, data and applications.
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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• The next wave could be called a “cognitive IoT”, facilitatingobject and data reuse across application domains, leveragingon hyper-connectivity, interoperability solutions and semanticenriched information distribution, incorporating intelligenceat different levels, in the objects, devices, network(s), systemsand in the applications for evidence-based decision makingand priority setting.
• At the same time, the IoT will bring hyper-connectivity to aglobal society, using augmented and rich interfaces.
• This global society will also be characterized by higher semi-autonomous system behavior than today.
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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The Internet of Things
Applications for Society
• Smart cities are an obvious application of IoT as a horizontalenabler, covering sustainable smart grids, smart mobility andsmart health.
• Advances in integration and miniaturization of ultra-lowpower components and micro systems and increasedautonomy and flexibility of service robots is accelerating thediffusion of embedded ICT in all types of physical objects andartefacts ranging from clothes and even bodies to homes, carsand transport systems, as well as all public spaces and cities.
https://ec.europa.eu/digital-agenda/en/internet-things
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Forces of transformation:
• Digitization
• Globalization
• Regulation
• Personalization
• Software intensive products
• Servitization
• Connectivity
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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Enabling technology - Resources
Computing Infrastructure:• Expanded Data Storage Capabilities• Increasing Processor Performance/Efficiency• Evolution of Cloud Computing/Big Data Tools
Communication Infrastructure:• Evolution of Connectivity• Introduction of IPv6 Address Scheme• Ubiquity of Connectivity
Things:• Miniaturization and Efficiency of Components:• Declining Prices of Processors, Sensors and Components• Software Development Frameworks
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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Market point of View
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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Capabilities of smart, connected products:
• Personalize/Customize:
• Monitor Condition/Operation
• Monitor Environment
• Remote Control
• Service/Upgrade
• Autonomous
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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Impact of the internet of things on manufacturers
Value is Shifting from
• Hardware to Software:
• Product to Cloud:
• Product to Service:
The Internet of Things
https://ec.europa.eu/digital-agenda/en/internet-things
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• Compatibility between communication protocols
• Mobility and resource management
• Processing mechanisms
• Control and management mechanisms and protocols
• Information privacy, security and trust
• Mechanisms for accountability and billing
• Convergence and interoperability of heterogeneous WS&AN
Market Challenges
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Market Challenges
Interconnection and Mobility
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Entidades Envolvidas
IoT-A
Partner
List
Produtos de
Mercado
FP7
ARMArchitecture
ReferenceModel
FIA – RWI – IoT-IProjetos orientados a IoT:
SENSEI, ASPIRE, AUTOISMARTSANTANDER
WISEBED
Projetos tocantes a IoT:INSTANT MOBILITY
OUTSMART, SAFECITYSMARTAGRIFOOD
FI-PPPPartners
Serviços e Soluções
de Mercado
FIA Partners:
EFIAFI-EC
Serviços e Soluções
de Mercado
FIA-FP7 - EU’s Seventh Framework ProgrammeRWI - Real World InternetFIA – Future Internet AssemblyIoT-I – Internet of Things Initiative
FI-PPP – Future Internet Public Private PartnershipIoT-A – Internet of Things ArchitectureEFIA – European Future Internet AllianceFI-EC – Future Internet at European Commision
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Programme Approach
• The FI-PPP follows an industry-driven, holistic approachencompassing R&D on network and communicationinfrastructures, devices, software, service and media technologies;
• In parallel, it promotes their experimentation and validation in realapplication contexts, bringing together demand and supply andinvolving users early in the research lifecycle.
• The new platform will thus be used by a range actors, in particularSMEs and Public Administrations, to validate the technologies inthe context of smart applications and their ability to support “userdriven” innovation schemes.
• The map of planned Future Internet PPP Pilot sites.
• It is part of the EU’s Seventh Framework Programme (FP7) andreceives funding by the EC
http://www.fi-ppp.eu/about/
The FI PPP PROGRAMw
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Vision
• A Sustainable economy and an inclusive society in Europe.
• Through the development of innovative Future Internettechnologies for smart infrastructures, business processes,services and applications
http://www.fi-ppp.eu/about/
The FI PPP PROGRAM
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Major program goals
• Accelerate the development and adoption of Future Internettechnologies in Europe.
• Advance the European market for smart infrastructures.
• Increase the effectiveness of business processes through FutureInternet technologies
• Derive innovative business models that strengthen the competitiveposition of European industry in sectors such astelecommunication, mobile devices, software and services, andcontent provision and media.
http://www.fi-ppp.eu/about/
The FI PPP PROGRAMw
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• Architecture
http://www.fi-ppp.eu/about/
The FI PPP PROGRAM
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FI-PPP Projects and Usage Areas
Transport, logistics and agri-food
• SMARTAGRIFOOD (PHASE 1)– WORKED ON USE CASES, REQUIREMENTS AND INTERFACES ADDRESSING THE AREAS OF
FARMING, AGRI-LOGISTICS AND FOOD AWARENESS.• WWW.SMARTAGRIFOOD.EU
• FINEST (PHASE 1)– SPECIFIED A FUTURE-INTERNET ENABLED ICT PLATFORM TO SUPPORT COLLABORATION AND
INTEGRATION OF INTERNATIONAL FREIGHT TRANSPORT AND LOGISTICS BUSINESS NETWORKS.• WWW.FINEST-PPP.EU
• FISPACE (PHASE 2)– AIMS AT DRIVING THE DEVELOPMENT OF AN INTEGRATED AND EXTENSIBLE COLLABORATION
SERVICE, TOGETHER WITH AN INITIAL SET OF DOMAIN APPLICATIONS, THEREBY ESTABLISHINGTHE STANDARD FOR SUPPORTING AND OPTIMIZING INTER-ORGANIZATIONAL BUSINESSCOLLABORATION IN THE BUSINESS SECTORS OF GLOBAL TRANSPORT, LOGISTICS, AND AGRI-FOOD.
• WWW.FISPACE.EU
http://www.fi-ppp.eu/about/
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Personal mobility• Instant Mobility (PHASE 1)
– DEVELOPED A PLATFORM SUPPORTING NEW TYPES OF CONNECTED SERVICES FOR MULTIMODAL TRAVEL, SMART CITY LOGISTICS AND IN-THE-CLOUD TRAFFIC MANAGEMENT.
• HTTP://INSTANT-MOBILITY.COM
Smart cities and public security• SAFECITY (PHASE 1)
– ADDRESSED THE AREA OF SMART PUBLIC SAFETY AND SECURITY IN CITIES. THE PROJECTWORKED ON SPECIFIC REQUIREMENTS, ENABLERS AND SCENARIOS AIMED AT MAKINGPEOPLE FEEL SAFE IN THEIR SURROUNDINGS.
• WWW.SAFECITY-PROJECT.EU
• OUTSMART (PHASE 1)
– ADDRESSED THE CONCEPT OF SMART CITIES BY DEVELOPING FIVE INNOVATION ECO-SYSTEMSIN FIVE GEOGRAPHICAL CLUSTERS.
• WWW.FI-PPP-OUTSMART.EU
FI-PPP Projects and Usage Areas
http://www.fi-ppp.eu/about/
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• Social connected TV, mobile city services, and video games– FI-CONTENT (Phase 1) and FI-CONTENT 2 (Phase 2)
• Environmental observation
– ENVIROFI (Phase 1)
• Smart energy– FINSENY (Phase 1) -> FINESCE (Phase 2)
• Manufacturing
– FITMAN (Phase 2)
• e-Health– FI-STAR (Phase 2)
FI-PPP Projects and Usage Areas
http://www.fi-ppp.eu/about/
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FI-PPP Partners
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IoT-A
Partner
List
Produtos de
Mercado
FP7
ARMArchitecture
ReferenceModel
FIA – RWI – IoT-IProjetos orientados a IoT:
SENSEI, ASPIRE, AUTOISMARTSANTANDER
WISEBED
Projetos tocantes a IoT:INSTANT MOBILITY
OUTSMART, SAFECITYSMARTAGRIFOOD
FI-PPPPartners
Serviços e Soluções
de Mercado
FIA Partners:
EFIAFI-EC
Serviços e Soluções
de Mercado
FIA-FP7 - EU’s Seventh Framework ProgrammeRWI - Real World InternetFIA – Future Internet AssemblyIoT-I – Internet of Things Initiative
FI-PPP – Future Internet Public Private PartnershipIoT-A – Internet of Things ArchitectureEFIA – European Future Internet AllianceFI-EC – Future Internet at European Commision
FIA-FP7 Programw
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FIA-FP7 Program
The European Future Internet Assembly also known as FIA, is a collaboration betweenprojects that have recognized the need to strengthen European activities on theFuture Internet to maintain European competitiveness in the global marketplace.
Currently FIA brings together around 150 research projects that are part of Challenge1 of the ICT program of FP7 (the Seventh Framework Program - FP7).
These projects are advancing the state of the art in:
• The network of the future
• Cloud Computing, Internet of Services and Advanced Software Engineering
• Internet-connected objects
• Trustworthy ICT
• Networked Media and Search Systems
• Socio-economic considerations for the Future Internet
• Application domains for the Future Internet
• Future Internet Research and Experimentation (FIRE)
http://www.future-internet.eu/home/future-internet-assembly.html
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The Assembly is structured to permit open interactions and cross-fertilization acrosstechnical domains, reaching out to whoever has talent in Europe's Future Internetresearch community and it works towards:
• Vision, challenges, scenarios and roadmaps for FI research.
• The development of pre-normative principles, concepts, design, architectures,recommendations and functional specifications of key FI system components andtheir interfaces
• The development and maintenance of a consolidated calendar of events
• Steering the FIA community towards a higher degree of coordination and integrationof the FI research actions by improving communication and collaboration betweenparticipating communities and improving the visibility of research results.
FIA is open to all researchers engaged in Future Internet research (be they at EU or not) to contribute and participate towards FIA’s goals
FIA-FP7 Program
http://www.future-internet.eu/home/future-internet-assembly.html
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FIA Results
• The following results are envisioned:
• FIA Books
• A critical assessment of the user/service capabilities of possible architectural models addressed by the Community
• Functional specifications of components
• Open source solutions
• Evaluations of existing solutions
• Roadmaps
• White papers
• Scenarios
• Etc.
FIA-FP7 Program
http://www.future-internet.eu/home/future-internet-assembly.html
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ASPIRE - Advanced Sensors and lightweight Programmable middleware for InnovativeRfid Enterprise applications
• Develop and deliver a lightweight, royalty-free, programmable, privacy friendly,standards-compliant, scalable, integrated and intelligent middleware platform tofacilitate low-cost development and deployment of innovative fully automatic RFIDsolutions.
AUTOI
• A simple network service is used as a universal means to interconnect intelligentend systems, maintaining the simplicity by pushing complexity into the endpoints.
CASAGRAS
• Looking at global standards, regulatory and other issues concerning RFID and itsrole in realizing an “Internet of Things.
AWISSENET - (Ad-hoc personal area network & WIreless Sensor SEcure NETwork)
• Is a project focused on security and resilience across ad-hoc PANs and wirelesssensor networks.
FIA-FP7 IoT Projects
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SENSEI
• Ambient intelligence in a future network and service environment,
• Heterogeneous wireless sensor and actuator networks (WS&AN)
• Common framework of global scale, available to services and applications viauniversal service interfaces.
• An open, business driven architecture that fundamentally addresses thescalability problems for a large number of globally distributed ws&a devices.
• Necessary network and information management services to enable reliableand accurate context information retrieval and interaction with the physicalenvironment.
• Adds mechanisms for accounting, security, privacy and trust it enables anopen and secure market space for context-awareness and real worldinteraction.
FIA-FP7 IoT Projects
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SMARTSANTANDER
• To fuel the use of the experimental facility among the scientific community, end usersand service providers in order to reduce the technical and societal barriers that preventthe IoT concept to become an everyday reality.
• To attract the widest interest and demonstrate the usefulness of the SmartSantanderplatform, a key aspect that will be addressed, is the inclusion of a wide set ofapplications.
• Application areas will be selected based on their high potential impact on the citizens aswell as to exhibit the diversity, dynamics and scale.
• Thus, the platform is intended to be attractive for all involved stakeholders: Industries,communities of users, other entities that are willing to use the experimental facility fordeploying and assessing new services and applications.
• Future Internet researchers to validate their cutting-edge technologies (protocols,algorithms, radio interfaces, etc.).
www.smartsantander.eu
FIA-FP7 IoT Projects
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The Internet of Things Initiative
• The IoT Initiative is a coordinated action on that will support the development of theEuropean IoT community for the next years.
• The IoT initiative (IoT-i), a EU Framework Programme 7 project, started in September2010, brings together key actors from all relevant but currently fragmented IoTcommunities in Europe to work jointly towards a common vision of the Internet ofThings.
• It represents the first serious attempt in building a unified IoT community in Europe,going across boundaries of disparate technology sectors, in order to create a jointEuropean strategic vision of the Internet of Things and aligning this vision with thecurrent developments on the Future Internet.
• IoT-i pursues the achievement of the following strategic objectives:
– Creating a joint strategic and technical vision for the IoT in Europe that encompasses thecurrently fragmented sectors of the IoT domain holistically.
– Contribute to the creation of an economically sustainable and socially acceptableenvironment in Europe for IoT technologies and respective R&D activities.
– Creating an environment that favors international adoption of European IoT technology.
http://www.iot-i.eu/public/front-page
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• Ericsson (SRB)
• Telefonica (SP)
• NEC Europe Ltd. (UK)
• SAP (D)
• Universität zu Lübeck (D)
• CEA (F)
• Alcatel Lucent (D)
• VDI/VDE IT (D)
• Thales Research & Technology (UK)
• Universitat St Gallen (CH)
• Ericsson AB (S)
• Alexandra Instituttet (DK)
• Universität Zürich (CH)
• Telenor ASA (N)
• University of Melbourne (AUS)
• Hitachi Europe Ltd (UK)
The Internet of Things Initiative
IoT-I Consortium
The IoT-I project gathers following partners:
• Coordinator: University of Surrey (UK) - Centre for Communication Systems Research
• Contact: Francois Carrez
http://www.iot-i.eu/public/front-page
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l.br IoT-A
Partner
List
Produtos de
Mercado
FP7
ARMArchitecture
ReferenceModel
FIA – RWI – IoT-IProjetos orientados a IoT:
SENSEI, ASPIRE, AUTOISMARTSANTANDER
WISEBED
Projetos tocantes a IoT:INSTANT MOBILITY
OUTSMART, SAFECITYSMARTAGRIFOOD
FI-PPPPartners
Serviços e Soluções
de Mercado
FIA Partners:
EFIAFI-EC
Serviços e Soluções
de Mercado
FIA-FP7 - EU’s Seventh Framework ProgrammeRWI - Real World InternetFIA – Future Internet AssemblyIoT-I – Internet of Things Initiative
FI-PPP – Future Internet Public Private PartnershipIoT-A – Internet of Things ArchitectureEFIA – European Future Internet AllianceFI-EC – Future Internet at European Commision
IoT - Architecture and Interoperability
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IoT - Architecture and Interoperability
Architecture and Interoperability – Why need?
• During the course of the flagship project on IoT Architecture,namely FP7 IoT-A, a large part of the project effort wasdedicated to coming up with an Architectural Reference Modelfor the IoT– nicknamed ARM.
• The ARM is not an IoT Architecture, but rather a genericReference Architecture (and architecting framework) thatcovers holistically the architecting activity and can be used inorder to derive concrete IoT architectures.
http://iotforum.org/work-groups/architecture-and-interoperability/
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The ARM is made of three main parts:
1. A set of models: Domain model, Information Model,Communication Model, Functional Model and Trust, Securityand Privacy Model;
2. A set of views and perspectives Functional view and Securityperspective to name just a few;
3. Last but not least, a large set of guidelines (Including aprecise description of the architecting process itself and anopen list of Design choices) that help architects in derivingtheir concrete architecture according to their specificrequirements.
IoT - Architecture and Interoperability
http://iotforum.org/work-groups/architecture-and-interoperability/
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IoT Forum works on:
i. refine the appropriate models
ii. complete/update when necessary views and perspectives (forinstance identifying new Functional Components andspecifying high level interface)
iii. identify/select specific technologies and make design choices(this part was left to the architect as part of the guidelines)
The result of this activity will be the complete definition of electedprofiles that are expected to be adopted by IoT system architect.
IoT - Architecture and Interoperability
http://iotforum.org/work-groups/architecture-and-interoperability/
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IoT-A – Internet of Things Architecture
IoT-A
Partner
List
Produtos de
Mercado
FP7
ARMArchitecture
ReferenceModel
FIA – RWI – IoT-IProjetos orientados a IoT:
SENSEI, ASPIRE, AUTOISMARTSANTANDER
WISEBED
Projetos tocantes a IoT:INSTANT MOBILITY
OUTSMART, SAFECITYSMARTAGRIFOOD
FI-PPPPartners
Serviços e Soluções
de Mercado
FIA Partners:
EFIAFI-EC
Serviços e Soluções
de Mercado
FIA-FP7 - EU’s Seventh Framework ProgrammeRWI - Real World InternetFIA – Future Internet AssemblyIoT-I – Internet of Things Initiative
FI-PPP – Future Internet Public Private PartnershipIoT-A – Internet of Things ArchitectureEFIA – European Future Internet AllianceFI-EC – Future Internet at European Commision
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• IoT-A, the European Lighthouse Integrated Project hasaddressed for three years the Internet-of-Things Architecture,and created the proposed architectural reference modeltogether with the definition of an initial set of key buildingblocks.
• Together they are envisioned as foundations for fostering theemerging Internet of Things.
• Using an experimental paradigm, IoT-A combined top-downreasoning about architectural principles and design guidelineswith simulation and prototyping in exploring the technicalconsequences of architectural design choices.
http://www.iot-a.eu/public
IoT-A – Internet of Things Architecture
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The IoT-A Mission (1/2):
• To provide an architectural reference model for the interoperability of Internet-
of-Things systems, outlining principles and guidelines for the technical design of
its protocols, interfaces, and algorithms;
• To assess existing IoT protocol suits and derive mechanisms to achieve end-to-
end inter-operability for seamless communication between IoT devices;
• To derive adaptive mechanisms for distributed orchestration of IoT resource
interactions exposing self-* properties in order to deal with the complex
dynamics of real world environments;
• To develop a novel resolution infrastructure for the IoT, allowing scalable look up
and discovery of IoT resources, entities of the real world and their associations;
• To develop IoT device platform components including device hardware and run-
time environment;
IoT-A – Internet of Things Architecture
http://www.iot-a.eu/public/introduction/missioncollage
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The IoT-A Mission (2/2):
• To develop modelling tools and a description language for goal-oriented IoT
aware (business) process interactions allowing expression of their dependencies
for a variety of deployment models.
• To holistically embed effective and efficient security and privacy mechanisms
into IoT devices and the protocols and services they utilize.
• To validate the architectural reference model against the derived requirements
with the implementation of real life use cases that demonstrate the benefits of
the developed solutions.
• To contribute to the dissemination and exploitation of the developed
architectural foundations.
IoT-A – Internet of Things Architecture
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IoT-A Partner List
http://www.iot-a.eu/public/partners
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IoT-A Partner List
http://www.iot-a.eu/public/partners
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• Postscapes publishes a catalog of projects, events, interviews and company/job listings within the industry.
– CompanyList (http://postscapes.com/companies)
– JobList (http://postscapes.com/joblist)
– IoT Trackers (http://postscapes.com/trackers/)
– Interview Series (http://postscapes.com/interviews)
• Along with the IoT Council, launched the Worldwide Internet of Things Day and associated IoTEvents.org website
IoT Public Journal
http://postscapes.com/labs/#all
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Key Internet of Things Players
http://postscapes.com/internet-of-things-key-players-large-companies
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Produtos ZigBee
http://www.zigbee.org/
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ZigBee Building Automation (Efficient commercial spaces)
ZigBee Remote Control (Advanced remote controls)
ZigBee Smart Energy (Home energy savings)
Smart Energy Profile 2 (IP-based home energy management)
ZigBee Health Care (Health and fitness monitoring)
Produtos ZigBeew
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ZigBee Home Automation (Smart homes)
ZigBee Input Device (Easy-to-use touchpads, mice, keyboards, wands)
ZigBee Light Link (LED lighting control)
ZigBee Retail Services (Smarter shopping)
ZigBee Telecom Services (Value-added services)
Produtos ZigBee
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Produtos ZigBeew
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ZigBee Smart Energy Certified Products
Medição e controle de energia disponível. Medidor inteligente de saída tipo parede.
Medição e controle de energia disponível.Medidor inteligentetipo filtro de linha
The Carrier ComfortChoice® Touch Thermostat é projetado para aplicações Smart Energy.
http://www.zigbee.org/Products/ByStandard/ZigBeeSmartEnergy.aspx
Produtos ZigBee
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ZigBee Home Automation Certified Products
ZigBee Home Automation oferece um padrão global para produtosinteroperáveis permi\ndo casas inteligentes que podem controlareletrodomésticos, iluminação, meio ambiente, gestão de energia esegurança, bem como expandir e se conectar com outras redesZigBee.
The CT80 - Universal Programmable Communicating Thermostat and In-Home Display
ULTI ZB - Schneider Electric. É um controle iluminação e sistema de automação elétrica feito em art-design.
http://www.zigbee.org/Products/ByStandard/ZigBeeHomeAutomation.aspx
Produtos ZigBeew
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The Wireless Area Controller (WAC50) é um controlador local inteligente e roteador que gerencia e controla iluminação e outros dispositivos dentro de edifícios comerciais.
FLNX-C/R é um coordenador/router, wireless, permitindo Automação Predial no padrão ZigBee e dispositivos BACnet ASC comunicarem-se wireless.
ZigBee Building Automation Certified Products
http://www.zigbee.org/Products/ByStandard/ZigBeeBuildingAutomation.aspx
Produtos ZigBee
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ZigBee Telecom Services Certified Products
ZigBee Telecom Services oferece um padrão global para produtos interoperáveis ,
permitindo uma ampla variedade de serviços de valor agregado, incluindo:
• a entrega de informações,
• jogos móveis,
• serviços baseados em localização,
• pagamentos seguros,
• publicidade móvel,
• faturamento diferenciado ex. por zona,
• controle de acesso de escritório móvel,
• peer-to-peer,
• serviços de compartilhamento de dados, etc.
http://www.zigbee.org/Products/ByStandard/ZigBeeTelecomServices.aspx
Produtos ZigBeew
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ZigBee Telecom Services Certified Products
ZigBee Access Point (ZAP) Eureka é um serviço de identificação, ideal para encontrar instrumentação hospitalar, recursos e pessoas, com uma interface
gráfica fácil de usar e totalmente personalizável.
ETRI VoZ (Voice over ZigBee) um dispositivo ZigBee/ZigBee PRO built-in, capaz de comportar como: headset, microphone ou speaker.
http://www.zigbee.org/Products/ByStandard/ZigBeeTelecomServices.aspx
Produtos ZigBee
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Open WebNet gateway allows to do ZigBee communication with Open WebNet softwares
Standard: Manufacturer Specific Product Type: End Product
Technical Category: Manufacturer Specific Compliant Platform:
Technical Sub
Category:
Manufacturer Specific
DeviceProduct URL:
Conformity Document:
http://www.zigbee.org/DesktopModules/ZigbeeCompanyProducts/ZCP_UploadFile.aspx?FilePath=6353066156051789522PICS_v2.1.pdf
ZigBee Applications API Products
Produtos ZigBeew
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Link: http://www.smarthome.com/
INSTEON Technology: http://www.insteon.com/
INSTEON Witepaper Compare: http://www.insteon.com/pdf/insteoncompared.pdf
Partnership
Produtos ZigBee
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Obrigado
Luiz Oliveira
Inatel Competence Center – Educação Continuada
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http://www.amazon.com/new-products-in-home-automation/b/ref=ha_home_br_np?ie=UTF8&node=6962851011&pf_rd_m=ATVPDKIKX0DER&pf_rd_s=merchandised-search-leftnav&pf_rd_r=1JPYM51RZYV64CP19MJV&pf_rd_t=101&pf_rd_p=1685936182&pf_rd_i=6563140011
Search Home Automation – Amazon. Fazer uma lista dos fabricantes que aparecem aqui:
Produtos
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• How a world of smart, connected products is transforming manufacturers
File: PTC_eBook_Impact_of_the_IoT_on_Manufacturers: https://drive.google.com/file/d/0Bwu8yoEXsJpPcTFXWVE0OFUwaDg/edit?usp=sharing