Georgios Gravanis

Georgios Gravanis

Automation Engineer

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location of Georgios GravanisGreece

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  • Timeline

  • About me

    Project Engineer, PhD Candidate in Machine Learning

  • Education

    • Alexander Technological Educational Institute of Thessaloniki

      2014 - 2016
      Master of Science (M.Sc.) Web Intelligence 8.49

      Activities and Societies: Thesis Title: Web Spam Recognition using Machine Learning Techniques. Implementation of SVM, Naive Bayes and CNN algorithms. Programming in Python (Scikit-learn,numpy, theano)

    • Alexander Technological Educational Institute of Thessaloniki

      2003 - 2009
      Bachelor's degree Automation Engineer

      Activities and Societies: Thesis Title: Object Library Creation for a SCADA using VB6 and Siemens S7-300 PLC.

    • International Hellenic University

      2020 - 2024
      Ph.D. Candidate Artificial Intelligence

      Activities and Societies: Ph.D. candidate in Fault Detection in production systems with Deep Learning methods. Department of Information and Electronic Engineering Ph.D. candidate in Fault Detection in production systems with Deep Learning methods.Department of Information and Electronic EngineeringInternational Hellenic University

    • Aristotle University of Thessaloniki (AUTH)

      2017 - 2019
      PhD Candidate Data Analysis in Social Media & Web - School of Informatics

      Activities and Societies: Fake News Detection, Hate Speech Detection, Machine Learning, NLP, Python.

  • Experience

    • CaO Hellas Group

      Jun 2010 - Sept 2014
      Automation Engineer

      System administrator, operation of trial flue gas treatment plant (phase 1, 2010) for Unit III Steam Power Plant of Aghios Dimitrios PPC Greece. Data editing, drawing conclusions about efficiency.PLC logic study for the first extension of the plant (phase 2, 2011-2012), electromechanical co-supervisor, PLC (Codesys ΑΒΒ) and SCADA (WinCC Siemens) programming supervisor. Hot commissioning.PLC logic study for the second extension of the plant (phase 3, 2013-2014), electromechanical co-supervisor, PLC (Codesys ΑΒΒ) and SCADA (WinCC Siemens) programming supervisor. Hot commissioning.Operating supervisor of DeSOx plant, personel training (2012 - 2014).Data analysis and result presentation of the plant. Representing CaO Hellas in PPC Inc. working groups. Show less

    • ATHENIAN BREWERY S.A. / ΑΘΗΝΑΪΚΗ ΖΥΘΟΠΟΙΙΑ Α.Ε.

      Mar 2016 - Jun 2017
      Packaging Engineer

      Operation and maintenance in the packaging department of the company. In parallel, I fulfilled a study on steam loss reduction, concerning large consumers, such as the bottle washer and pasteurizers.

    • Centre for Research & Technology Hellas (CERTH)

      Jan 2019 - now
      Project Engineer

      Currently, I work as a project engineer & research associate in CPERI/CERTH PSDI lab. The ongoing project I am working on (FLAWLESS) tries to minimize production losses in food industries. Between 2019 - 2021 I was responsible for the construction, the commissioning, and the operation of a relatively large pilot drop tube reactor (Carbonator) that was part of the SOCRATCES thermochemical energy storage system HORIZON-2020 funded. In parallel, I supported the lab by designing parts of several other smaller pilot units, such as the Nanocap reactor, the Cascatbel equipment arrangement, and the FCC electrical upgrade. Show less

    • International Hellenic University

      May 2020 - now
      Researcher Phd Candidate

      The scope of this Ph.D. thesis is to examine the possibility of using deep neural networks of several architectures, such as those of Time Delay Neural Networks (TDNN) and Long Short-Term Memory (LSTM) for early fault detection in industrial and production processes. With this thesis, deep learning architectures that will make the produced models capable of use in real-time production will be developed.

  • Licenses & Certifications

    • AutoCAD 2009 2D

      GlobalCert
      Feb 2016
    • Using Python to Access Web Data

      University of Michigan
      Dec 2016
      View certificate certificate
    • Using Databases with Python

      University of Michigan
      Feb 2017
      View certificate certificate
    • Python Data Structures

      University of Michigan
      Nov 2016
      View certificate certificate
    • Programming Logic Controllers SIMATIC S7 Basic Cycle

      Siemens
      Mar 2011
    • Introduction to Natural Language Processing

      Udemy
      Mar 2017
      View certificate certificate
    • Programming for Everybody (Getting Started with Python)

      University of Michigan
      View certificate certificate
    • SCADA WINCC basic cycle

      Siemens
      Jun 2010