Contact Dr Christos Emmanouilidis
Areas of expertise
- Computing, Simulation & Modelling
- Industrial Automation
- Instrumentation, Sensors and Measurement Science
- Safety, Resilience, Risk & Reliability
- Sensor Technologies
- Systems Engineering
- Through-life Engineering Services
Background
Christos Emmanouilidis (Dipl. Elec. Eng, MSc, PhD) is a Senior IEEE Member, a Founding Fellow of the International Society of Engineering Asset Management (ISEAM), a member of the IFIP WG5.7 'Advances in Production Management Systems' and is currently serving as Secretary of the IFIP TC5.1 WG A-MEST on Advanced Maintenance Engineering Services and Technologies. He is a Senior IEEE Member, a Founding Fellow of the International Society of Engineering Asset Management (ISEAM), member of the IFIP WG5.7 'Advances in Production Management Systems, Secretary of the IFAC TC 5.1 WG A-MEST on Advanced Maintenance Engineering Services and Technologies, and member of CEN's TC 319 standardization committee on Maintenance and has been a member of the EFNMS European Asset Management Committee (EAMC). He has been Research Director and Senior Researcher at ATHENA Research and Innovation Centre, Greece, a Visiting Professor at the Department of Industrial Engineering, Politecnico di Milano and Adjunct Assistant Professor at the Departments of Production and Management Engineering & Electrical & Computer Engineering, Democritus University of Thrace. He has been involved for over 20 years in all aspects of RDI projects, including Principal Investigator or co-Investigator roles.
Research opportunities
I welcome enquires about PhD and MSc project opportunities in various areas of Industry 4.0 technologies and especially Internet of Things, Data Analytics, Machine Learning / AI, Context-Aware Computing, and Cyber-Physical Systems; application focus on Engineering Services, Product and Asset Lifecycle Management, Maintenance Management, Automation, and Technology - Enhanced Learning is particularly welcome in such projects. Other application areas involving the above enabling technologies could be of interest.
Current activities
Christos Emmanouilidis is a Senior Lecturer at Cranfield University, UK, on Internet of Things and Analytics, within the Through-Life Engineering Services Centre, in the School of Aerospace, Transport and Manufacturing. research portfolio is in Applied Intelligent and Cyber-Physical Systems, including Human in the Loop of such systems, employing Context-Aware Computing, Artificial Intelligence, Data Analytics, and Internet of Things Technologies with applications in Product and Asset Lifecycle Management, Industrial Automation, Smart Cities, and Learning Technologies. His current teaching portfolio includes Information Management, Internet of Things, Data Analytics, and Engineering Services.
Christos is leading the Internet of Things Module. You may find out more about it under the Engineering and Management of Manufacturing Systems course:
https://www.cranfield.ac.uk/courses/taught/engineering-and-management-of-manufacturing-systems
The Module is now also included in the new option "Computational Intelligence for Data Analytics" of the MSc Computational and Software Techniques in Engineering
https://www.cranfield.ac.uk/courses/taught/computational-intelligence-for-data-analytics
Christos is also Programme Director of the Services 4.0 course. This is a residential course at Cranfield delivered in two modules, including flexible one-to-one coaching. The will guide you through the introduction of Industry 4.0 technologies and services strategies to your business, enabling you to lead the Services 4.0 business transformation within your organisation.
https://www.cranfield.ac.uk/som/open-executive-programmes/strategy-and-business-performance/services-40-servitisation-strategy-and-engineering-services
https://scholar.google.co.uk/citations?user=FZRIusYAAAAJ&hl=en
Clients
Xerox
Plextek
CognitoIQ
European Commission / JRC
Publications
Articles In Journals
- Rožanec JM, Križnar K, Montini E, Cutrona V, Koehorst E, .... (2023). Predicting Operators’ Fatigue in a Human in the Artificial Intelligence Loop for Defect Detection in Manufacturing. IFAC-PapersOnLine, 56(2)
- Emmanouilidis C, Rica E & Duqueroie B. (2023). Anticipating human presence for safer worker - robot shared workspaces. IFAC-PapersOnLine, 56(2)
- Emmanouilidis C. (2023). Topical collection “applications of machine learning in maintenance engineering and management”. Neural Computing and Applications, 35(4)
- Waschull S & Emmanouilidis C. (2023). Assessing human-centricity in AI enabled manufacturing systems: a socio-technical evaluation methodology. IFAC-PapersOnLine, 56(2)
- Mead MI, Bevilacqua M, Loiseaux C, Hallett SH, Jude S, .... (2022). Generalised network architectures for environmental sensing: Case studies for a digitally enabled environment. Array, 14(July)
- Turner C, Okorie O, Emmanouilidis C & Oyekan J. (2022). Circular production and maintenance of automotive parts: An Internet of Things (IoT) data framework and practice review. Computers in Industry, 136
- Haddad Y, Salonitis K & Emmanouilidis C. (2021). Design of redistributed manufacturing networks: a model-based decision-making framework. International Journal of Computer Integrated Manufacturing, 34(10)
- Abosata N, Al-Rubaye S, Inalhan G & Emmanouilidis C. (2021). Internet of Things for System Integrity: A Comprehensive Survey on Security, Attacks and Countermeasures for Industrial Applications. Sensors, 21(11)
- Bakalis S, Valdramidis VP, Argyropoulos D, Ahrne L, Chen J, .... (2020). Perspectives from CO+RE: How COVID-19 changed our food systems and food security paradigms. Current Research in Food Science, 3
- Mörth O, Emmanouilidis C, Hafner N & Schadler M. (2020). Cyber-physical systems for performance monitoring in production intralogistics. Computers & Industrial Engineering, 142
- Al-Shdifat A, Emmanouilidis C, Khan M & Starr AG. (2020). Ontology-Based Context Modeling in Physical Asset Integrity Management. Frontiers in Computer Science, 2
- Emmanouilidis C, Pistofidis P, Bertoncelj L, Katsouros V, Fournaris A, .... (2019). Enabling the human in the loop: Linked data and knowledge in industrial cyber-physical systems. Annual Reviews in Control, 47
- Turner CJ, Emmanouilidis C, Tomiyama T, Tiwari A & Roy R. (2019). Intelligent decision support for maintenance: an overview and future trends. International Journal of Computer Integrated Manufacturing, 32(10)
- Tedeschi S, Emmanouilidis C, Mehnen J & Roy R. (2019). A Design Approach to IoT Endpoint Security for Production Machinery Monitoring. Sensors, 19(10)
- Emmanouilidis C. (2019). TAKING THE LEAP: The Methods and Tools of the Linked Engineering and Manufacturing Platform (LEAP). Production Planning & Control, 30(4)
- Durazo-Cardenas I, Starr A, Turner CJ, Tiwari A, Kirkwood L, .... (2018). An autonomous system for maintenance scheduling data-rich complex infrastructure: Fusing the railways’ condition, planning and cost. Transportation Research Part C: Emerging Technologies, 89
- Emmanouilidis C, Iung B, Macchi M & Peres F. (2018). Editorial: August Special Issue on Advanced Maintenance Engineering, Services, and Technology (AMEST). Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 232(4)
- Pistofidis P, Emmanouilidis C, Papadopoulos A & Botsaris PN. (2016). Management of linked knowledge in industrial maintenance. Industrial Management & Data Systems, 116(8)
- Campos J, Jantunen E, Baglee D, Fumagalli L, Emmanouilidis C, .... (2016). MOBILE INFORMATION SYSTEMS IN MAINTENANCE ENGINEERING AND ASSET MANAGEMENT. Societal Studies, 8(2)
- El Kadiri S, Grabot B, Thoben K-D, Hribernik K, Emmanouilidis C, .... (2016). Current trends on ICT technologies for enterprise information systems. Computers in Industry, 79
- Katsouros V, Papavassiliou V & Emmanouilidis C. (2013). A Bayesian Approach for Maintenance Action Recommendation. International Journal of Prognostics and Health Management, 4(2)
- Kouskouridas R, Gasteratos A & Emmanouilidis C. (2013). Efficient representation and feature extraction for neural network-based 3D object pose estimation. Neurocomputing, 120
- Emmanouilidis C, Koutsiamanis R-A & Tasidou A. (2013). Mobile guides: Taxonomy of architectures, context awareness, technologies and applications. Journal of Network and Computer Applications, 36(1)
- Papathanassiou N, Pistofidis P & Emmanouilidis C. (2013). Competencies development and self-assessment in maintenance management e-training. European Journal of Engineering Education, 38(5)
- Emmanouilidis C, Liyanage JP & Jantunen E. (2009). Mobile solutions for engineering asset and maintenance management. Journal of Quality in Maintenance Engineering, 15(1)
- Bairaktaris D, Delis V, Emmanouilidis C, Frondistou-Yannas S, Gratsias K, .... (2007). Decision-Support System for the Rehabilitation of Deteriorating Sewers. Journal of Performance of Constructed Facilities, 21(3)
- Blakeley B, Emmanouilidis C & Hrissagis K. (2005). Above-ground storage tank inspection using the ‘Robot Inspector’. Insight - Non-Destructive Testing and Condition Monitoring, 47(11)
- Arnaiz A, Emmanouilidis C, Iung B & Jantunen E. Mobile Maintenance Management. Journal of International Technology and Information Management, 15(4)
- Katsikas S, Routzomanis A, Mermikli K, Dimas D, Koulamas C, .... Architectures and Key Points for Implementation of E-maintenance Based on Intelligent Sensor Networks. PHM Society European Conference, 2(1)
- Pistofidis P, Emmanouilidis C, Papadopoulos A & N. Botsaris P. Modeling the Semantics of Failure Context as a means to offer Context-Adaptive Maintenance Support. PHM Society European Conference, 2(1)
Conference Papers
- Florescu T, Waschull S & Emmanouilidis C. (2023). Human-Centric Industrial Augmented Reality: Requirements and Design Guidelines for Usability
- Emmanouilidis C & Rica E. (2023). Visual Quality Control via eXplainable AI and the Case of Human in the AI Loop
- Namoano B, Ruiz-Carcel C, Emmanouilidis C & Starr AG. (2022). Data-Driven Wheel Slip Diagnostics for Improved Railway Operations
- Waschull S & Emmanouilidis C. (2022). Development and application of a human-centric co-creation design method for AI-enabled systems in manufacturing
- Haddad Y, Salonitis K & Emmanouilidis C. (2021). Design of emergency response manufacturing networks: a decision-making framework
- Castillo ACD, Patsavellas J, Salonitis K & Emmanouilidis C. (2021). The productivity impact of the digitally connected 5 – layer stack in manufacturing enterprises
- Emmanouilidis C, Waschull S, Bokhorst JAC & Wortmann JC. (2021). Human in the AI Loop in Production Environments
- Haddad Y, Salonitis K & Emmanouilidis C. (2021). A decision-making framework for the design of local production networks under largescale disruptions
- Emmanouilidis C & Bakalis S. (2020). Digital Technology Enablers for Resilient and Customer Driven Food Value Chains
- Namoano B, Emmanouilidis C, Ruiz-Carcel C & Starr AG. (2020). Change detection in streaming data analytics: A comparison of Bayesian online and martingale approaches
- Al-Shdifat A, Emmanouilidis C, Khan M & Starr A. (2020). Ontology - based context resolution in internet of things enabled diagnostics
- Al-Shdifat A, Emmanouilidis C & Starr A. (2020). Context-Awareness in Internet of Things - Enabled Monitoring Services
- Emmanouilidis C, Gregori M & Al-Shdifat A. (2020). Context Ontology Development for Connected Maintenance Services
- Turner C, Okorie O, Emmanouilidis C & Oyekan J. (2020). A Digital Maintenance Practice Framework for Circular Production of Automotive Parts
- Turner CJ, Emmanouilidis C, Tomiyama T, Tiwari A & Roy R. (2020). Intelligent Decision Support for Maintenance: A New Role for Audit Trails
- Tang J, Emmanouilidis C & Salonitis K. (2020). Reconfigurable Manufacturing Systems Characteristics in Digital Twin Context
- Namoano B, Starr A, Emmanouilidis C & Cristobal RC. (2019). Online change detection techniques in time series: An overview
- Haddad Y, Salonitis K & Emmanouilidis C. (2019). Redistributed manufacturing of spare parts: an agent-based modelling approach
- Sezer E, Romero D, Guedea F, Macchi M & Emmanouilidis . (2018). An industry 4.0-enabled low cost predictive maintenance approach for SMEs: a use case applied to a CNC turning centre
- Alenezi A, Emmanouilidis C & Al-Ashaab A. (2018). Knowledge Management to Support Learning Analytics in Higher Eduction
- Giusti F, Bevilacqua M, Tedeschi S & Emmanouilidis C. (2018). Data analytics and production efficiency evaluation on a flexible manufacturing cell
- Tedeschi S, Rodrigues D, Emmanouilidis C, Erkoyuncu J, Roy R, .... (2018). A cost estimation approach for IoT modular architectures implementation in legacy systems
- Emmanouilidis C, Bertoncelj L, Bevilacqua M, Tedeschi S & Ruiz-Carcel C. (2018). Internet of Things - Enabled Visual Analytics for Linked Maintenance and Product Lifecycle Management
- Arica E, Oliveira M & Emmanouilidis C. (2018). Performance Measurement in Sensorized Sociotechnical Manufacturing Environments
- Al-Shdifat A & Emmanouilidis C. (2018). Development of a Context-aware framework for the Integration of Internet of Things and Cloud Computing for Remote Monitoring Services
- Tedeschi S, Emmanouilidis C, Farnsworth M, Mehnen J & Roy R. (2017). New Threats for Old Manufacturing Problems: Secure IoT-Enabled Monitoring of Legacy Production Machinery
- Alenezi A & Emmanouilidis C. (2017). Utilising learning analytics in knowledge management adoption for effective manufacturing education
- Emmanouilidis C, Pistofidis P, Fournaris A, Bevilacqua M, Durazo-Cardenas I, .... (2016). Context-based and human-centred information fusion in diagnostics
- Campos J, Jantunen E, Baglee D, Gilabert E, Fumagalli L, .... (2016). The Use of Mobile Technologies and Their Economic Benefits in Maintenance
- Katsouros V, Koulamas C, Fournaris AP & Emmanouilidis C. (2015). Embedded event detection for self-aware and safer assets
- Tolias YA & Emmanouilidis C. (2014). Cross-mapping of regional research and production landscapes: Methodological issues and implications for elaborating regional innovation strategies
- Charalampous K, Kostavelis I, Chantzakou F-E, Volanis E-S, Emmanouilidis C, .... (2014). Place categorization through object classification
- Charalampous K, Emmanouilidis C & Gasteratos A. (2014). Social mapping on RGB-D scenes
- Emmanouilidis C & Komonen K. (2013). Physical Asset Management Practices in Industry: Comparisons between Greece and Other EU Countries
- Pistofidis P, Emmanouilidis C, Koulamas C, Karampatzakis D & Papathanassiou N. (2012). A layered e-maintenance architecture powered by smart wireless monitoring components
- Papathanasiou N, Emmanouilidis C, Pistofidis P & Karampatzakis D. (2012). E-Learning and Context Aware e-Support Software for Maintenance
- Pistofidis P & Emmanouilidis C. (2012). Developing Advanced Context Aware Tools for Mobile Maintenance
- Emmanouilidis C, Pistofidis P, Papathanassiou N & Labid A. (2011). Competencies in maintenance management: The iLearn2Main tools for training and competence assessment
- Jantunen E, Emmanouilidis C, Arnaiz A & Gilabert E. (2011). e-Maintenance: trends, challenges and opportunities for modern industry
- Papathanassiou N & Emmanouilidis C. (2010). e-Learning in Maintenance Management Training and Competence Assessment: Development and Demonstration
- Emmanouilidis C & Pistofidis P. (2010). Design requirements for wireless sensor-based novelty detection in machinery condition monitoring
- Emmanouilidis C, Labib A, Franlund J, Dontsiou M, Elina L, .... (2010). iLearn2Main: an e-learning system for maintenance management training
- Jantunen E, Emmanouilidis C, Arnaiz A & Gilabert E. (2010). Economical and technological prospects for e-maintenance
- Emmanouilidis C, Papathanassiou N, Pistofidis P & Labib A. (2010). Maintenance Management e-Training: What we Learn from the Users
- Jantunen E, Gilabert E, Emmanoulidis C & Adgar A. (2009). E-Maintenance, a means to high overall efficiency
- Emmanouilidis C, Batsalas C & Papamarkos N. (2009). Development and Evaluation of Text Localization Techniques Based on Structural Texture Features and Neural Classifiers
- Emmanouilidis C, Jantunen E & MacIntyre J. (2006). Flexible software for condition monitoring, incorporating novelty detection and diagnostics
- Emmanouilidis C, Hunter A & MacIntyre J. (2000). A multiobjective evolutionary setting for feature selection and a commonality-based crossover operator
- Emmanouilidis C, Hunter A, MacIntyre J & Cox C. (1999). Multiple-criteria genetic algorithms for feature selection in neuro-fuzzy modeling
- Emmanouilidis C. (1999). Selecting features in neurofuzzy modelling by multiobjective genetic algorithms
Books
- Rožanec JM, Montini E, Cutrona V, Papamartzivanos D, Klemenčič T, .... (2024). Human in the AI Loop via xAI and Active Learning for Visual Inspection In Artificial Intelligence in Manufacturing. Springer Nature Switzerland.
- Emmanouilidis C & Riziotis C. (2015). Wireless Condition Monitoring Integrating Smart Computing and Optical Sensor Technologies In Tse PW, Mathew J, Wong K, Lam R & Ko CN (eds), Lecture Notes in Mechanical Engineering (Peter W. Tse, Joseph Mathew, King Wong, Rocky Lam, C.N. Ko, 19). Springer International Publishing.
- Charalampous K, Kostavelis I, Boukas E, Amanatiadis A, Nalpantidis L, .... (2015). Autonomous Robot Path Planning Techniques Using Cellular Automata In Emergence, Complexity and Computation (13). Springer International Publishing.
- Papathanasiou N, Karampatzakis D, Koulouriotis D & Emmanouilidis C. (2014). Mobile Personalised Support in Industrial Environments: Coupling Learning with Context - Aware Features In Grabot B, Vallespir B, Gomes S, Bouras A & Kiritsis D (eds), Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (438). Springer International Publishing.
- Refanidis I, Emmanouilidis C, Sakellariou I, Alexiadis A, Koutsiamanis R-A, .... (2014). myVisitPlanner GR: Personalized Itinerary Planning System for Tourism In Likas A, Blekas K & Kalles D (eds), Artificial Intelligence: Methods and Applications (8445 LNCS). Springer International Publishing.
- Gilabert E, Jantunen E, Emmanouilidis C, Starr A & Arnaiz A. (2014). Optimizing E-Maintenance Through Intelligent Data Processing Systems In Lecture Notes in Mechanical Engineering (9). Springer London.
- Pistofidis P & Emmanouilidis C. (2013). Profiling Context Awareness in Mobile and Cloud Based Engineering Asset Management In Emmanouilidis C, Taisch M & Kiritsis D (eds), IFIP Advances in Information and Communication Technology (398). Springer Berlin Heidelberg.
- Gilabert E, Jantunen E, Emmanouilidis C, Starr A & Arnaiz A. (2013). Optimizing E-maintenance through intelligent data processing systems In Lee J, Ni J, Sarangapani J & Mathew J (eds), Engineering Asset Management 2011. Springer.
- Papathanasiou N, Emmanouilidis C, Pistofidis P & Karampatzakis D. (2013). Context Aware E-Support in E-Maintenance In Emmanouilidis C, Taisch M & Kiritsis D (eds), IFIP Advances in Information and Communication Technology (397). Springer Berlin Heidelberg.
- Giannoulis S, Koulamas C, Emmanouilidis C, Pistofidis P & Karampatzakis D. (2013). Wireless Sensor Network Technologies for Condition Monitoring of Industrial Assets In Emmanouilidis C, Taisch M & Kiritsis D (eds), IFIP Advances in Information and Communication Technology (398). Springer Berlin Heidelberg.
- Emmanouilidis C & Spais V. (2010). E-training in Maintenance In Holmberg K, Adgar A, Arnaiz A, Jantunen E, Mascolo J, ... (eds), E-maintenance. Springer London.
- Emmanouilidis C & Pistofidis P. (2010). Wireless Condition Monitoring and Embedded Novelty Detection In Amadi-Echendu JE, Brown K, Willett R & Mathew J (eds), Definitions, Concepts and Scope of Engineering Asset Management (1). Springer London.
- Jantunen E, Giordamlis C, Adgar A & Emmanouilidis C. (2010). Mobile Devices and Services In Holmberg K, Adgar A, Arnaiz A, Jantunen E, Mascolo J, ... (eds), E-maintenance. Springer London.
- Krommenacker N, Lecuire V, Salles N, Katsikas S, Giordamlis C, .... (2010). Wireless Communication In Holmberg K, Adgar A, Arnaiz A, Jantunen E, Mascolo J, ... (eds), E-maintenance. Springer London.
- Liyanage JP, Lee J, Emmanouilidis C & Ni J. (2009). Integrated E-maintenance and Intelligent Maintenance Systems In Ben-Daya M, Duffuaa SO, Raouf A, Knezevic J & Ait-Kadi D (eds), Handbook of Maintenance Management and Engineering. Springer London.
