Enhanced approaches to automated monitoring environmental quality in non-isolated thermodynamic system - a MIDIH use case

1. University
Science
Park Enhanced approaches to automated
monitoring environmental quality in
non-isolated thermodynamic system

2. uvptechnicom.sk
SPEAKER
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Ondrej Kainz
• Researcher at
University Science
Park TECHNICOM
• Assistant Professor at
Technical University
Kosice
Frantisek Jakab
• Director of
University Science
Park TECHNICOM
• Associate Professor at
Technical University
Kosice

3. uvptechnicom.sk
• University Science Park TECHNICOM
• Research on the Enhanced approaches to automated monitoring
environmental quality in non-isolated thermodynamic system
• MIDIH (Manufacturing Industry Digital Innovation Hubs)
CONTENT
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4. USP
TECHNICOM
Kosice
ECOSYSTEM of research and transfer of
technologies in the field of innovative
applications supported by knowledge-based
technologies.

5. uvptechnicom.sk
UNIVERSITY SCIENCE PARK TECHNICOM: MILESTONES
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2010
Start – part 1
Financing from
the government’s
budget
2013
part 2
Financing from
the EU funds –
phase I
2015
part 3
Financing from
the EU funds –
phase II
2017
Opening

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USP TECHNICOM TODAY
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UNIVERSITY SCIENCE PARK TECHNICOM: ITS FOCUS
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R&DEducation
Technology
transfer
“Win to Win” collaboration between
Academia and Industry
Relevant support for education and training activities
Management of Intellectual Property Rights (IPR)
Expected and required outcomes for technology transfer:
• Joint R&D laboratories with industry

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USP TECHNICOM as platform:
• links R&D with business practice (in relation to SMEs)
• develops R&D activities
• supports innovations and IPR
MORE ON TECHNOLOGY TRANSFER (TT) @TUKE
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Business initiatives:
• Start-up Center TUKE
• Incubator TUKE (for “Hi-Tech” and Spin-off companies)
• R&D collaboration with companies at local region

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Startup Center TUKE offers:
• physical space for startups,
• expert and mentoring support (business plan),
• utilization of laboratories and other TUKE’s facilities,
• attracting the partners from the commercial environment.
So far, over 40 startups joined!
100 projects have been involved in the competition.
MORE ON TECHNOLOGY TRANSFER (TT) @TUKE
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• the cooperation agreement
(with natural persons only)
• lease agreement (optional)
• duration of the contract – 6 months
• interim evaluation of work after 3 months
• final evaluation of business plans after 6
months
• selected entrepreneurs will advance to
the Incubator TUKE
• memorandum of cooperation and services
agreement (with legal persons only)
• non-disclosure agreement
• lease agreement (optional)
• duration of contract – 12 months
• option to extend the contract for another
12 months - after professional review
• maximum duration of the contract – 36
months
The legal process
20 startups 8 startups

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ACCELERATION OF INNOVATIVE BUSINESS

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USP TECHNICOM: JOINT R&D
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Join R&D TUKE – Industry - innovation
centers in USP TECHNICOM
1. TUKE-CVTI: „ Innovation centre of ICT and
services for support of R&D and TT“
2. Clinical Trials Services –TUKE: “BIOINFORMATIKA”
3. Spinea -TUKE:" Innovation center
“TUKE – SPINEA E-MOTION CENTER”
R&D projects:
Manufacturing Industry
Digital Innovation Hubs
(MIDIH),
HORIZONT 2020 ID: 767498;
1.10.2017 - 30.9.2020

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ENHANCED APPROACHES TO AUTOMATED
MONITORING ENVIRONMENTAL QUALITY IN
NON-ISOLATED THERMODYNAMIC SYSTEM
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• To get idea in what environment
the plants are grown.
• Possible control of the
temperature and irrigation.
• Deployment of mathematical
apparatus, learning and
prediction.
• Unburden the user.
MOTIVATION AND GOALS
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• Adjustments of the greenhouse
and connection of the sensors.
• Set up a monitoring system.
• Establishment of automatic
temperature and irrigation
control process.
• Testing of MIDIH architecture.

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CONCEPT OF HW CONNECTION
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• temperature and humidity
• soil moisture
• air quality
• soil acidity
• water pump
• fan
• led stripe
Sensors:

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CONCEPT OF SW SOLUTION
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DATA AT REST
DATA IN
MOTION

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CONCEPT OF SW SOLUTION – MIDIH ARCHITECTURE
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DATA AT REST
DATA IN
MOTION

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• DIHIWARE collaboration
platform
• Used in the research
• Local for USP TECHNICOM
• Global for MIDIH project
midih.uvptechnicom.sk
COMMUNICATION
PLATFORM
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ARCHITECTURE
OF
SW SOLUTION
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• minimizing the impact of one
layer on another
• functionality per unit
• Data-at-rest : Data layer
(store)
• Data-in-motion : Service layer
(acquire, control)

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DESIGN OF
SOLUTION
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e – error in control
p – temperature threshold
Ta – actual temperature from the sensor
(p,Ta)
(Tm)
e = p – t

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CONCEPT OF
FUZZY CONTROL RULES
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Aktuálna chyba riadenia Pamäťová zložkaActual control error (e)
Temperature error
Memory component (Δe)
Past temperature error
Affiliation e – error in control
Input to fuzzy
Determine
stable
environment

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CONCEPT OF
FUZZY CONTROL RULES
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Temperature unit: Output sets for power
Power [%]
Rules for control of temperature
Affiliation

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CONTROL OF TEMPERATURE USING FUZZY ALG.
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Temperature[°C]
Time (days)
Temperature over 5 days

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PREDICTION OF TEMPERATURE
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⚫ Estimation of possible future temperature (Tp)
⚫ Future state of the environment
⚫ Results in increase or decrease in performance
⚫ ARMA model
Temperature[°C]
Comparison of predicted and actual temperature
Period
Measur
ed
Predicted

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CREATED SOLUTION
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• The temperature during the day averaged 24.9°C
• The most frequent fuzzy logic performance: 52.2%
• The most frequent negative temperature difference: 0.35 °C
• The most frequent positive temperature difference: 0.4 °C
• Average difference between predicted and actual temp.: 0.37 °C
• The success rate of prediction was 8 times a day on average
RESULTS OF THE CONTROL
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GUI FOR MONITORING AND CONTROL
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• Monitoring of various variables in the environment
• Automatic control of temperature using combinations of several methods
• Prediction of temperature
• Possibility to control of environment
• Software solution
• Created frequency model
• Testing of project MIDIH outputs
SOLUTION: PROS AND CONS
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• Poor heating HW
• Rather poor accuracy of sensors

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MIDIH - MANUFACTURING INDUSTRY DIGITAL
INNOVATION HUBS
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midih.eu

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By 2023, Europe will set the reference for the Industry 4.0
market
• European CPS /IOT Open Digital Platforms providers will be able to flexibly and
dynamically connect the Real World with digital Enterprise Systems through common
open standards;
• European ICT SMEs will be growing fast through leadership in data-driven smart Industry
4.0 services;
• European Manufacturing SMEs will successfully compete globally with innovative
products and services, digitised Industry 4.0 processes and innovative business models,
involving their workforce at all levels in this Digital Transformation innovations.
VISION OF MIDIH
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• Call FoF ICT 12 – 2017 (I4MS)
• Duration: 36 months
• Coordinator: EIT Digital
• Research Coordinator: Polytechnics Milano
• Budget: 8,524,832.50 Euro
• Funding: 7,999,157.50 Euro
• Funding for Third Parties
• (Two Open Calls): 1,920,000 Euro
OVERVIEW OF MIDIH
(MANUFACTURING INDUSTRY
DIGITAL INNOVATION HUBS )
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(represented by
TUKE) is local coordinator of the
project

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MIDIH ECOSYSTEM
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• 9 CPS/IOT COMPETENCE CENTERS
• 2 TEACHING FACTORIES
• 2 REGIONAL MANUFACTURING
DIGITAL INNOVATION HUBS
• 3 PAN-EUROPEAN DIGITAL INNOVATION
HUBS
• 4 OPEN SOURCE DIGITAL PLATFORM
PROVIDERS
• 2 CPS/IOT COMPONENTS PROVIDERS

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Three opportunities from MIDIH to develop new services:
1. MIDIH as a funding opportunity
2. MIDIH as a knowledge generator
• Open call experiments
• Industrial experiments
• Technological assets
3. MIDIH as a DIH network
MIDIH SERVICES
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• 2 Open Calls (1st Open Call ended)
• USP TECHNICOM as consultant
• Execution of cross-border experiments
• Delta: Data driven experiment for Energy saving and quaLiTy Assessment
• implementation of measurement IoT devices into Sachim production line
• reduce energy consumption, improve quality of products
• utilization of customized GIoE gateway solution
• AWEAR: A Wearable Expert Augmented Reality System
• 3D IOT: 3D recognition initiating IoT data for industrial training 3D IoT
MIDIH OPEN CALLS
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3 SMEs (total 16 SMEs)

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THANK YOU FOR YOUR ATTENTION!
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Ondrej Kainz, PhD.
ondrej.kainz@uvptechnicom.sk