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University of Zagreb Faculty of Electrical Engineering and Computing Department of Electronic Systems and Information Processing Umreženi senzorski sustavi u preciznoj poljoprivredi Digitalna transformacija u poljoprivredno prehrambenom sektoru – trendovi razvoja u svijetu i stanje u Hrvatskoj Contact : www.unizg.fer.hr/liss [email protected] ++385 1 6129 974 12. lipanj 2019.

University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

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Page 1: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

University of ZagrebFaculty of Electrical Engineering and ComputingDepartment of Electronic Systems and Information Processing

Umreženi senzorski sustavi u preciznoj poljoprivrediDigitalna transformacija u poljoprivredno prehrambenom sektoru – trendovi razvoja u svijetu i stanje u Hrvatskoj

Contact:www.unizg.fer.hr/[email protected]++385 1 6129 974

12. lipanj 2019.

Page 2: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems 2

Page 3: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

Sadržaj

„Digitalizacija”

Senzori (preslikavanje svjetova)

Prilike su u podacima

„Internet stvari”

„Industrija 4.0” u poljoprivredi

Problem / rješenje (u poljoprivredi)

LISS istraživanja s primjenom u poljoprivredi

Umjesto zaključka

3

Page 4: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems 4

Page 5: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems 5

Page 6: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

Internet stvari, arhitektura

6

podatkovni centar

“Stvari” - elektronički uređajsenzori, obrada,

komunikacija, napajanje

IoT middlewarekomunikacija, pohrana

Analitikaalgoritmi, strojna inteligencija

računalni oblak

Aplikacijski slojAplikacija

servisi, usluge

korisnički uređaj

Page 7: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

Internet stvari, lanac vrijednosti

7

Page 8: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems 8

Page 9: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems 9

J. A. Stankovic, "Research Directions for the Internet of Things," in IEEE Internet of Things Journal, vol. 1, no. 1, pp. 3-9, Feb. 2014.

Page 10: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

EU, IoT u poljoprivredi (Industrija 4.0)

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Page 11: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

Što je problem, ako je IoT rješenje?

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Page 12: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

LISS – istraživanja s primjenom u poljoprivredi

Mikrorazina – smanjiti potrošnju umreženih senzora, izvesti senzore koji ne troše, koristiti energiju iz okoline

Dobivanje informacije na mjestu izvora senzorskog signala složenim postupcima obrade i raspoznavanja

Ključna dodana vrijednost – domensko znanje, podrazumijeva multidisciplinarnost (vidjeti lanac vrijednosti)

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Page 13: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

MasliNETMultimodal environmental monitoring system for microclimate and pest monitoring in olive groves, Siemens, 2008-2011

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Page 14: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

SENSIRRIKA

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Advanced sensor systems for precision irrigation in karstlandscape, HRZZ, IP-2016-06-8379, 2017-2021

Design of novel sensors for water-stress related physiological parameters (real time analysis of passive ultrasound emissions)

Collaboration: UNIZG Faculty of Agriculture, University

of Natural Resources and Life Sciences, Vienna (BOKU)

Page 15: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

UKF Gaining Experience Grant Award

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Transferring knowledge on microelectromechanical design – plant embolism sensors for agriculture, Unity Through Knowledge Fund, 2019

Collaboration: Centre de Nanosciences et de Nanotechnologies (C2N), CNRS, Univ. Paris-Sud, Université Paris-Saclay, France, UNIST Faculty of Science

MEMS resonators as zero power sensors for plant embolism

Page 16: University of Zagreb Faculty of Electrical Engineering and Computing · 2019-06-17 · Faculty of Electrical Engineering and Computing ... servisi, usluge korisničkiuređaj. Laboratory

June, 2019Laboratory for Intelligent Sensor Systems

Umjesto zaključka – koordinacija!

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