penerapan teknologi 4.0 (iot, blockchain dan artificial ......2019/09/02 · penerapan teknologi...
TRANSCRIPT
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Penerapan Teknologi 4 .0 ( I oT, B lockchain dan Art i f i c ia l I ntel l igence)
pada Rantai Pasok I ndustr i Peternakan(Ternak Hidup dan Has i l O lahannya)
Prof. Dr. Ir. Yandra Arkeman, M.Eng.
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Yandra Arkeman
• Departemen Teknologi Industri Pertanian, IPB
• Departemen Ilmu Komputer, IPB
• Ketua* Program S-2 Logistik Agro-Maritim, IPB
• Peneliti BRAIN (Blockchain, Robotic, Artificial Intelligence Networks) IPB
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Keywords
• Industry 4.0
• Artificial Intelligence
• Innovative Technologies• Advanced Digital Technologies (ADT) other than AI?
• Blockchain
• Quantum computing?
• Advanced Technologies in farm?
• ADT in FARM (Use Case)
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Industri 4.0
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Manufacturing Revolution – From Industry 1.0 to Industry 4.0
Industry 1.0 Industry 2.0 Industry 3.0 Industry 4.0FIRST Industrial Revolution
SECOND Industrial Revolution
THIRD Industrial Revolution
FOURTH Industrial Revolution
Key Change:Introduction of Mechanical Production Equipment driven by Water and Stream Power
18th Century Mechanical Loom
Key Change:Introduction of mass Manufacturing Production lines powered by Electric Energy
Vintage Electric Conveyor Belt
Key Change:Introduction of Electronics, PLC Devices, Robots and IT to automate Production
PLC Driven Robots
Key Change:Introduction of IoT and Cyber-Physical Systems driven by Augmented Reality & Real Time Intelligence
Augmented Reality Driven CPS
End of 19th CenturyEnd of 18th Century Q4 of 20th Century Start of 21th Century
Leve
l Of
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lexi
ty
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APPLICATION OF DIGITAL TECHNOLOGY IN FARM
APPLICATION OF INDUSTRY 4.0 IN FARM
FARM 4.0
LOGISTICS 4.0
SUPPLY CHAIN MANAGEMENT 4.0
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Why AI?
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AI is the “brain” of advanced digital technologies in today’s and tomorrow’s
economy
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“Everything that can be digitized in our industry will be digitized.”
–Jakob Stausholm, Chief Strategy, Finance
and Transformation Officer, Maersk.
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Advanced Digital Technology (ADT)
Artificial Intelligence
Supported by high speed internet
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Smart DroneSmart Robot
Intelligent Decision Support System Big Data Analytic
Types of ADT
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Artificial Intelligence
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ArtificialProduced by human art or effort, rather than originating naturally.
Intelligenceis the ability to acquire knowledge and use it
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So AI was defined as:
AI is the study of ideas that enable computers to be intelligent
AI is the part of computer science concerned with design of computer systems that exhibit human intelligence
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Artificial Intelligence
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The Tools of Artificial Intelligence
• Fuzzy Logic
• Neural Networks
• Expert Systems
• Genetic Algorithms
• Others
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Making inference based on precise input
1. Fuzzy Logic
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Learning by example
2. Neural Networks
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Acquiring and formalizing expert knowledge
3. Expert Systems
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Searching the best by genetic andevolutionary principles
4. Genetic Algorithms
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Traditional Tools (Intuitions, Judgments and Rules of Thumbs)
Modern Tools (Quantitative, Scientific, Knowledge-based and Intelligent)
Manual Computer-based
Inconsistent Consistent
No Explanation Explanation Capability
Imprecise Precise (e.g. with Fuzzy Logic)
Small-scale and simple problem Large-scale and complex problem
Limited learning capability Unlimited learning capability (with super-computer)
The Benefits of Artificial Intelligence
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Application of Advanced Digital Technologies
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Milking robot
Credit: Dan Charles/NPR
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Robotic Dairy Cow
Credit: DARPA
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Ear tag
• An ear tag is a plastic or metal object used for identification of domestic livestock and other animals.
• If the ear tag uses Radio Frequency Identification Device (RFID) technology it is referred to as an electronic ear tag.
• Electronic ear tags conform to international standards ISO 11784 and ISO 11785 working at 134.2 kHz, as well as ISO/IEC 18000-6C operating in the UHF spectrum.
Quantified Ag’s “Smart Ear Tags” tags can identify when cattle are sick and light up to identify them.
Photo credit: Craig Chandler, University of Nebraska
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EID Tags and RFID Technology
• If an ear tag uses Radio Frequency Identification (RFID) technology, then those tags are referred to as electronic ear tags, or EID tags.• EID stands for Electronic Identification.
• Many people use the terms RFID and EID interchangeably.• In reality, RFID refers to the technology in the tag.
• EID tags are one way to tracks livestock sold for profit or that are moved across regions.
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Function
• Tags help show, for instance, what animals came from a herd infected by, or exposed to, disease.
• Electronic identification is an important tool if these animals need to be traced.
• The tags are paired with software packages that producers can use to analyze herd health over time.
• These data collection and record keeping is important for public health. • It helps ensure that we have only healthy meat for sale, and if
a recall is necessary, it helps alert what regions of the country are affected, in the event of a disease outbreak.
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Other Emerging Digital Technology
Blockchain Technology
(Distributed General Ledger)
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5
10
7
Common General Ledger
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5
10
7
Distributed General Ledger“Blockchain”
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Block
• “Block” terdiri dari 3 komponen utama:• Data
• Hash
• Hash dari bloksebelumnya
Data
Hash
Hash dari blok sebelumnya
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Block
• Data pada suatu blok• Dapat berisi apa saja tergantung kebutuhan
• Hash• Hash bersifat unik, mirip dengan sidik jari• Hash berfungsi untuk identifikasi blok dan isinya• Hash dikalkulasi setelah blok dibuat• Mengganti isi blok, maka hash juga akan berubah sehingga
bermanfaat untuk mendeteksi perubahan isi suatu blok
• Hash dari blok sebelumnya• Hash dari blok sebelumnya akan terkait dengan blok
setelahnya sehingga membentuk rantai atau “chain” →Blockchain
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Contoh suatu Blockchain
1 2 3
Hash: 3L3H
Hash sebelumnya: 0000
Hash: 5B7C
Hash sebelumnya: 3L3H
Hash: 3R4N
Hash sebelumnya: 5B7C
Blok pertama“Genesis Block”
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Perubahan Data Sepihak
1 2 3
Hash: 3L3H
Hash sebelumnya: 0000
Hash: 5B7C
Hash sebelumnya: 3L3H
Hash: 3R4N
Hash sebelumnya: 5B7C3R0R
?
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Initial System
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Distributed General Ledger
1 2 3
1 2 3
1 2 3
1 2 3
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Traceable
Efficient
Transparent
Sumber: GoogleSumber: Google
Source: Google
Characteristics of Blockchain
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Meat Agrologistics
Blockchain for Farm SCM
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Blockchain + AI = ?
AI + Blockchain = ?
Artificial Intelligence vs. Blockchain:Two Innovative Approaches to Digital Transaction Management
Synergy of Blockchain and AI
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Synergy of AI and Blockchain
Breakthrough Technology of
the Future
Why Synergy?
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My Past and On Going Research Projects about AI and Advanced Digital Technology in Farm SCM
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A Founder of Research Group BRAIN©
BRAIN©
Blockchain, Robotics and Artificial Intelligence NetworksIPB University, Bogor, Indonesia
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• RANCANG BANGUN SISTEM RANTAI PASOK DAGING SAPI DENGAN MENGGUNAKAN TEKNOLOGI BLOCKCHAIN• Pengembangan Sistem Traceability dengan Teknologi
Blockchain• Pengembangan sistem dilakukan dengan menggunakan
platform Hyperledger Composser.
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• High Price
• Insufficient Domestic Production
• Not Suitable Import (Not Fresh)
• Long Supply Chain
• Low Quality of Products due to Misconduct
• Food Safety
Problems of Meat Supply Chain
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Design Objectives
TransparencyTraceabilitySafetyQualityHalalness
CostQualityRiskDelivery TimeSafetySecurity
Blockchain
Many Objectives Genetic Algorithms
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FarmerSlaughter House
Blockchain Platform
Network Operator
Data Exchange
Application for Tracking and Recording
User interfaces
Design of Traceability System for Meat Supply Chain
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IPB Agromaritim 4.0
• Pengembangan Sistem Registrasi dan PencatatanDigital Berbasis e-ID Untuk Manajemen Ternak Di SPR Bojonegoro
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Conclusions
• AI can be used for farm SCM
• Should be integrated with other innovative technologies in farm systems
• Spectrum• From upstream to downstream process (from farm to
consumers)
• From strategic level to operational level
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Future Projects
“Everything that can be digitized in our Farm Industryshould be digitized.”
–
Yandra Arkeman, IPB University
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Interesting Ideas
• Digitizing Product Value?
• Blockchain for Halal Supply Chain, especially for meat?
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