Head of School of Engineering
I obtained my PhD from University of Sunderland in 2005. I am a Professor of Advanced Maintenance at the University of Sunderland, a Visiting Professor of Operations and Maintenance at the University of Lulea, Sweden, and a Visiting Research Professor at the University of Maryland USA.
My research interests include advanced maintenance management strategies, condition-monitoring technologies, and advanced manufacturing techniques and technologies to support maintenance strategy development; this includes Big Data systems, Industry 4.0, and the use of Virtual Reality to design new manufacturing systems. I have over 100 conference and international journal publications, 15 invited and keynote presentations, and 4 book chapters. I am currently working with an international colleague on the development of a book to suit industry, which will combine new approaches to maintenance supported by a number of case study examples.
I have worked on a number of local, national, and international projects including Framework Programmes 5 and 6. I have worked with large multinational companies including Nissan, Volvo, Seat, Fiat, BP, and a large number of research and academic institutions.
Teaching and supervision
- Advanced maintenance strategies
- Total productive maintenance
- Reliability centered maintenance
- Condition monitoring techniques (thermal vibration, oil analysis)
- Risk strategies within maintenance
- FEMEA
- Design for maintenance
- Industry 4 tools and techniques
- Big Data for maintenance development
- The use of virtual and augmented reality for maintenance
- Financial stratgies for a return on investment
- Life cycle analyses
Research interests for potential research students
- The use of Industry 4 technologies to support maintenance
- New approaches to condition monitoring
- Big data tools and techniques for advanced manufacturing
- Nano-sensor technologies for electrical equipment
- ISO55000 standards for asset management
- Optimisation of plant and equipment using virtual reality
Research
- Condition for marine engines
- Vibration techniques large rotating equipment
- ISO 55000 asset management strategies and their role within SMEs
- Virtual reality systems for improved training and maintenance
- Reliability-centred maintenance for unique and complex assets
- Industry 4 and sensor technologies utilising big data analytics
- Utilising financial data to develop manufacturing and maintenance strategies within SMEs (Marie Curie Project)
I am also interested in developing new tools and techniques to allow assets to self-diagnose and self-heal during the manufacturing process. In addition, I am interested in what new tools and techniques are available and can be developed to support human-machine interaction for advanced maintenance.
I am keen to explore new innovative solutions to create virtual factories using the Internet of Things technologies. This would require real-time systems, wi-fi-enabled technologies, intuitive software, and digital systems of production lines and manufacturing assets.
PhD students
Student: Abdulrahman Ahmed Shaalan
Title: Development of a maintenance management strategy utilising modern maintenance systems and cost-based performance indicators for complex and large manufacturing assets
Abstract: Modern manufacturing organisations are designing, building, and operating large, complex, and often ‘one of a kind’ assets, which incorporate many different electronic, hydraulic, and mechanical systems and components. Due to this complexity, the need to react quickly to changes in production as the demand changes, and the need for more advanced strategies to ensure high maintainability and availability need to be identified. Modern maintenance strategies including Total Productive Maintenance (TPM) and Reliability Centred Maintenance (RCM) have proven successful. However, with the increase in complexity and the large number of interconnected components, the use of one single strategy may not provide the necessary detail to support a new approach to maintenance. To develop and implement an appropriate strategy a number of modern maintenance practices and supporting systems including value stream mapping need to be examined to obtain the optimum strategy. This research will examine modern maintenance strategies, in particular RCM, and suggest a new framework to support maintenance activities for complex manufacturing equipment.
Student: Ibifuro Chinomso Ihemegbulem
Title: Role of ISO 55001 in ensuring effective asset management in SMEs
Abstract: ISO55001 was released by the standards organisation late 2014 and is relatively unknown to SMEs. The complicated structure is built upon a number of existing standards. The research will build upon the very limited research into ISO550001 and how SMEs can adopt this to support an asset management strategy. The major objective of this research is to develop a framework to analyse how SMEs could use ISO55001 to effectively manage their assets that can guarantee success of their business operations.
Student: Helen Scott
Title: A user-centred model for the design of manufacturing maintenance training using Virtual and Augmented Reality
Abstract: Virtual Reality (VR) and Augmented Reality (AR) technologies offer new ways of providing training in manufacturing maintenance. Existing applications of VR/AR in manufacturing maintenance training generally adapt traditional training methods from real-world applications for use in a virtual or augmented environment. The broad aim of this PhD is to develop an approach to maintenance training that will enhance rather than replicate current real-world approaches by utilising underpinning theory on human decision-making and learning in complex environments, including well-established behavioural change techniques and usability criteria. The PhD research will combine various cognitive behavioural models and real-world data to produce a framework of learner requirements mapped to the most appropriate techniques for optimising learning outcomes and efficiencies in a manufacturing maintenance context. The framework developed will underpin the design and development of a suite of training scenarios utilising VR and AR, to be used in experimental trials with specific end users, and the specification of a User Centred Model for the Design of Manufacturing Maintenance Training using Virtual and Augmented Reality.
Student: Adrian Morris
Title: A new approach to energy management to improve asset utilisation based upon energy consumption as an indicator of asset condition within manufacturing
Abstract: It has been established that poorly maintained equipment is likely to consume more energy than equipment in better condition (Knowles et al, 2010). However, there are a number of reasons that explain an increase in energy consumption, not least that current draw (in amps) is directly proportional to spindle torque during machine cutting cycles. Thus, a heavier-than-normal energy draw may be due to an increased duty cycle. This PhD will aim to establish a protocol for utilising a network of sensors, of which energy usage will be one, that when linked to Computer-Aided Manufacturing software and or MRP, will provide a rich picture of equipment condition. The system developed will seek to identify potential reasons behind particular sets of data and suggest possible mitigation strategies such as running at reduced speed to complete a job or ignoring for the time being to expedite an order prior to maintaining or recommending immediate shutdown. This is anticipated to reduce costs and improve productivity of manufacturing companies.
Student: Craig Fenwick
Title: The development of a maintenance strategy for the food and drink industry
Abstract: The application of an appropriate maintenance strategy is vital to ensure equipment availability, efficiency, and quality of product. When physical plant value, maintenance, labour, materials, and overheads are considered, maintenance is the largest single variable operating cost in most companies. Yet maintenance strategy development does not receive a proportionate amount of management attention. Technip Umbilical has decided that maintenance management and therefore asset utilisation strategies are key components that should be included in the number of continuous improvement initiatives currently under development at their manufacturing plant based in Newcastle. The project aims to develop a new approach to maintenance based on detailed research into the many different strategies available. From this, a set of key performance indicators (KPIs) will be developed which are aligned to the corporate strategy and the inherent resource available at Technip. This will help to create a framework from which to develop, implement, and monitor a new approach to maintenance.
Publications
Article
Xiaohui, Fua, Vin Cent, Taib, Lip Kean, Moey, Nor Faiza Abd, Rahmand, Kamarul Arifin, Ahmad and Baglee, David (2024) Opening configurations and natural cross ventilation performance in a double-loaded multi-level apartment building: A CFD analysis. Building and Environment, 254. ISSN 0360-1323
Al-Romaimi, Khamis, Baglee, David and Dixon, Derek (2024) Strategic Asset Management Health Index for Predicting Power Transformer Health Conditions. Int. J. of Strategic Engineering Asset Management. ISSN 1759-9741 (In Press)
Al-Romaimi, Khamis, Baglee, David and Dixon, Derek (2024) Health Index Assessment for Power Transformer Strategic Asset Management in Electrical Utilities. International Journal of Strategic Engineering Asset Management, 4 (1). pp. 81-99. ISSN 1759-9741
Tai, Vin Cent, Kai-Seun, Joseph Wu, Baglee, David, Mathew, Prasath Reuben, Moey, Lip Kean and Cheng, Xinwei (2022) Investigation of varying louver angles and positions on cross ventilation in a generic isolated building using CFD simulation. Journal of Wind Engineering & Industrial Aerodynamics, Volume. pp. 1-20. ISSN 229 (2022) 105172
Marttonen-Arola, Salla and Baglee, David (2021) A maturity model for valuable maintenance data management. International Journal of Strategic Engineering Asset Management. ISSN 1759-9733 (In Press)
Marttonen-Arola, Salla, Baglee, David, Yla-Kujala, Antti, Sinkkonen, Tiina and Kärri, Timo (2020) Modelling the wasted value of data in maintenance investments. Journal of Quality in Maintenance Engineering. ISSN 1355-2511
Baglee, David, Scott, Helen, Potts, Rita and O'Brien, Roger (2020) An Investigation of Acceptance and E-Readiness for the Application of Virtual Reality and Augmented Reality Technologies to Maintenance Training in the Manufacturing Industry. International Journal of Mechatronics and Manufacturing Systems, 13 (1). pp. 39-58. ISSN 1753-1047
Morris, Adrian, Baglee, David and Knowles, Michael (2020) Using energy consumption profiles as an indicator of equipment condition. International Journal of COMADEM, 23 (2). p. 1. ISSN 1363-7681
Marttonen-Arola, Salla and Baglee, David (2019) Assessing the information waste in maintenance management processes. Journal of Quality in Maintenance Engineering, 26 (3). pp. 383-398. ISSN 1355-2511
Baglee, David (2018) What does 2018 have in store for UK manufacturing? Manufacturing Outlook. p. 28. ISSN 0374 4795
Shafiee, Mahmood, Animah, Issac, Alkali, Babakalli and Baglee, David (2018) Decision Support Methods and Applications in the Upstream Oil and Gas Sector. Journal of Petroleum Science and Engineering, 173. pp. 1173-1186. ISSN 0920-4105
Ali Marttila, Maaren, Marttonen Arola, Salla and Baglee, David (2018) Supporting the selection of value-driven performance measures in maintenance services - comprehensive value assessment. International Journal of Strategic Engineering Asset Management, 3 (2). p. 71. ISSN 1759-9733
Kinnunen, Sini-Kaisu, Yla-Kujala, Antti, Marttonen-Arola, Salla, Karri, Timo and Baglee, David (2018) Internet of Things in Asset Management: Insights from Industrial Professionals and Academia. International Journal of Service Science, Management, Engineering, and Technology, 9 (2). pp. 1-16. ISSN 1947-959X
Metso, Lasse, Baglee, David and Marttonen-Arola, Salla (2018) MAINTENANCE AS A COMBINATION OF INTELLIGENT IT SYSTEMS AND STRATEGIES: A LITERATURE REVIEW. Management and Production Engineering Review, 9 (1). pp. 51-64. ISSN 2082-1344
Chen, Meng, Baglee, David, Chu, Jiang Wei, Du, Danfeng and Guo, Xiurong (2017) Photocatalytic oxidation of NOx under visible light on asphalt pavement surface. Journal of Materials in Civil Engineering, 29 (9). p. 1. ISSN 0899-1561
Campos, Jaime, Sharma, Pankaj, Jantunen, Erkki, Baglee, David and Fumagalli, Luca (2017) Business Performance Measurements in Asset Management with the Support of Big Data Technologies. Management Systems in Production Engineering, 25 (3). pp. 143-149. ISSN 2450-5781
Sharma, Pankaj, Baglee, David, Campos, Jaime and Jantunen, Erkki (2017) Big data collection and analysis for manufacturing organisations. Big Data and Information Analytics, 2 (2). pp. 127-139. ISSN 2380-6966
Campos, Jaime, Sharma, Pankaj, Gabiria, Unai Gorostegui, Jantunen, Erkki and Baglee, David (2017) A Big Data Analytical Architecture for the Asset Management. Procedia CIRP, 64. pp. 369-374. ISSN 2212 8271
Campos, Jaime, Jantunen, Erikki, Baglee, David, Fumagalli, Luca, Emmanouilidis, Christos and Gilabert, Eduardo (2016) Mobile Information Systems in Maintenance Engineering and Asset Management. Socialinių mokslų studijos [Societal studies], 8 (2). pp. 180-197. ISSN 2029-2236
Galar, Diego, Baglee, David, Knowles, Michael and Kinnunen, Sini-Kaisu (2016) A Proposed Maintenance Strategy for a Wind Turbine Gearbox Using Condition Monitoring Techniques. International Journal of Process Management and Benchmarking, 6 (3). pp. 386-403. ISSN 1460-6739
Campos, Jaime, Sharma, Pankaj, Jantunen, Erikki, Baglee, David and Fumagalli, Luca (2016) The challenges of cybersecurity frameworks to protect data required for the development of advanced maintenance. Procedia CIRP, 47. pp. 222-227. ISSN 2212-8271
Jiang, Jing, Sun, Hongjian, Baglee, David and Vincent Poor, H (2016) Achieving Autonomous Compressive Spectrum Sensing for Cognitive Radios. IEEE Transactions on Vehicular Technology, 65 (3). pp. 1281-1291. ISSN 0018-9545
Baglee, David, Jantunen, Erkki and Bravo-Imaz, Iňaki (2016) A Review of the Essential Elements Linked with the Adoption of Condition-Based Maintenance. International Journal of Process Management and Benchmarking, 6 (2). pp. 258-272. ISSN 1460-6739
Ylä-Kujala, Antti, Marttonen, Salla, Kärri, Timo, Sinkkonen, Tiina and Baglee, David (2016) Inter-organisational asset management: linking an operational and a strategic view. International Journal of Process Management and Benchmarking, 6 (3). pp. 366-385. ISSN 1460-6739
Baglee, David, Knowles, Michael and Morris, Adrian (2016) Maintenance : Is research failing the food industry. Journal of Food Engineering. (Unpublished)
Kok, Dirk, Knowles, Michael, Morris, Adrian and Baglee, David (2015) Battery ripple effects in cascaded and parallel-connected convertors. IET Power Electronics, 8 (5). pp. 841-849.
Baglee, David and Jantunen, Erikki (2014) Can equipment failure modes support the use of a condition based maintenance strateg? Procedia CIRP, 22. pp. 87-91.
Singh, Sarbjeet, Baglee, David, Knowles, Michael and Galar, Diego (2014) Developing RCM strategy for wind turbines utilizing e-condition monitoring. International Journal Systems Assurance Engineering Management, 5 (18). ISSN 0976-4348
Kok, Dirk, Morris, Adrian, Knowles, Michael and Baglee, David (2014) Converter simulation using SimPowerSystems a comparison of drive cycles and control strategies. Renewable Energy Research and Applications (ICRERA), 2013 International Conference on. pp. 800-805.
Singh, Sarbjeet, Baglee, David, Galar, Diego and Bjorling, Sten-Erik (2014) Self-maintenance techniques: a smart approach towards self-maintenance system. International Journal of Systems Assurance Engineering and Management, 5 (1). pp. 75-83. ISSN 0975-6809
Baglee, David and Knowles, Michael (2013) Maintenance Strategy Development in the UK Food and Drink Industry. International Journal of Strategic Engineering Asset Management, 1 (3). pp. 289-230. ISSN 1759-9733
Knowles, Michael, Scott, Helen and Baglee, David (2012) The Effect of Driving Style on Electric Vehicle Performance, Economy and Perception. International Journal of Electric and Hybrid Vehicles, 4 (3). pp. 228-227. ISSN 1751-4088
Knowles, Michael and Baglee, David (2012) An I-maintenance solution for condition monitoring in diesel powered marine vessels. Condition Monitor Newsletter (307). pp. 7-11. ISSN 0268-8050
Galar, Diego, Parida, Aditya and Baglee, David (2012) The Measurement of Maintenance Function Efficiency through Financial KPIs. Journal of Physics : Conference Series, 364 (012112). pp. 1-12.
Knowles, Michael and Baglee, David (2012) The role of maintenance in energy saving in commercial refrigeration. Journal of Quality in Maintenance Engineering, 18 (3). pp. 282-294. ISSN 1355-2511
Yau, Alan and Baglee, David (2010) The Development of a Mobile e-maintenance system utilizing RFID and PDA Technologies. Engineering Asset Lifecycle Management, 2010. pp. 679-687. ISSN 978-0-85729-321-3
Baglee, David and Knowles, Michael (2010) Maintenance strategy development within SMEs: the development of an integrated approach. Control and Cybernetics, 39 (1). pp. 275-304. ISSN 0324-8569
Knowles, Michael, Baglee, David, Morris, Adrian and Ren, Qinglian (2010) The State of the Art in Fuel Cell Condition Monitoring and Maintenance. World Electric Vehicle Journal, 4. pp. 487-494. ISSN 2032-6653
Baglee, David (2008) Maintenance Strategy Development within SMEs. Engineering Science and Education Journal. ISSN 0963-7346
Baglee, David, Diamanti, Korina, Ioannou, Lina and Pouloudi, Athanasia (2008) Supportive Mechanisms for Effective Change Management. International Journal of Information Systems and Change Management (IJISCM), 2 (4). pp. 307-333. ISSN 1479-3121
Baglee, David, Trimble, Robert and MacIntyre, John (2008) MAINTENANCE STRATEGY DEVELOPMENT WITHIN SME'S: THE DEVELOPMENT OF AN INTEGRATED APPROACH. IFAC Proceedings Volumes, 41 (3). pp. 222-227. ISSN 1474-6670
Trimble, Robert, Baglee, David and MacIntyre, John (2004) A new model for maintenance management in SMEs. Journal of Quality, Reliability and Maintenance, 5. pp. 127-130.
Book Section
Shaalan, Abdu, Baglee, David and Dixon, Derek (2024) Machine learning model for predictive maintenance of modern manufacturing assets. In: 2024 29th International Conference on Automation and Computing (ICAC). IEEE, pp. 1-6. ISBN 979-8-3503-6088-2
Shaalan, Abdu, Baglee, David and Dixon, Derek (2024) Machine learning model for predictive maintenance of modern manufacturing assets. In: 2024 29th International Conference on Automation and Computing (ICAC). IEEE. (Submitted)
Shaalan, Abdu, Morris, Adrian, Ogbomo, Osarumen O., Baglee, David and Dixon, Derek (2024) A Comparative Analysis of Condition Monitoring Techniques for Predictive Maintenance in bearings’ failure prevention. In: 2024 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE). IEEE. (Submitted)
Shaalan, Abdu and Baglee, David (2024) Condition Monitoring in the Advances of Industry 4.0—Case Study. In: Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023). TEPEN IncoME-V DAMAS 2023 2023 2023. Mechanisms and Machine Science (152). Spinger, pp. 1-12. ISBN 978-3-031-49421-5
Dixon, Derek and Baglee, David (2023) Technology and the future of maintenance. In: International Congress and Workshop on Industrial AI and eMaintenance 2023. Lecture Notes in Mechanical Engineering . Springer, pp. 751-762. ISBN ISBN 978-3-031-39618-2
Shaalan, Abdu, Baglee, David and Knowles, Michael (2020) Are we ready for Industry 4.0? In: Advances in Asset Management and Condition Monitoring. Smart Innovation, Systems and Technologies (166). Springer, pp. 1-9. ISBN 978-3-030-57745-2
Dixon, Derek, Robson, Kenneth and Baglee, David (2020) The development of a maintenance gap analysis tool for use within the automotive supply chain: A case study perspective. In: Advances in Asset Management and Condition Monitoring. Smart Innovation, Systems and Technologies, 166 . Springer, pp. 135-146. ISBN 9783030577445
Shaalan, Abdu, Baglee, David, Knowles, Michael and Marttonen-Arola, Salla (2020) Development of Modern Maintenance Management Strategy for Complex Manufacturing Assets. In: Engineering Assets and Public Infrastructures in the Age of Digitalization. ecture Notes in Mechanical Engineering. . Springer, pp. 493-499. ISBN 978-3-030-48021-9
Kinnunen, Sini-Kaisu, Ylä-Kujala, Antti, Marttonen-Arola, Salla, Kärri, Timo and Baglee, David (2019) Internet of Things in Asset Management. In: Human Performance Technology: Concepts, Methodologies, Tools, and Applications (4 Volumes). IGI Global, pp. 1490-1507. ISBN 9781522583561
Knowles, Michael, Baglee, David and Sharma, Pankaj (2017) Application of Open Source Hardware to the Development of Autonomous Maintenance Support Systems. In: Advances in Through-life Engineering Services. Decision Engineering . Springer, pp. 333-347. ISBN 978-3-319-49937-6
Campos, Jaime, Sharma, Pankaj, Jantunen, Erikki, Baglee, David and Fumagalli, Luca (2017) Business performance measurements in asset management with the support of big data technologies. In: MPMM 2016, Maintenance, Performance, Measurement & Management: conference proceedings. Luleå University of Technology, pp. 89-95. ISBN 9789175838410
Kinnunen, Sini-Kaisu, Marttonen-Arola, Salla, Yla-Kujala, Antti, Karri, Timo, Ahonen, Toni, Valkokari, Pasi and Baglee, David (2016) Decision Making Situations Define Data Requirements in Fleet Asset Management. In: Proceedings of the 10th World Congress on Engineering Asset Management (WCEAM 2015). Springer International Publishing Switzerland, pp. 73-76. ISBN 978331927063
Campos, Jamie, Jantunen, Erkki, Baglee, David, Gilabert, Eduardo, Fumagali, Luca and Emmanouilidis, Christos (2016) The Use of Mobile Technologies and Their Economic Benefits in Maintenance. In: Proceedings of the 10th World Congress on Engineering Asset Management (WCEAM 2015). Springer International Publishing, Springer International Publishing Switzerland, pp. 69-71. ISBN 978-3-319-27062-3
Knowles, Michael and Baglee, David (2015) Ultra Low Carbon Vehicle Management Based on Telematic Monitoring. In: Through-Life Engineering Services. Decision Engineering . Springer International Publishing, pp. 83-94. ISBN 978-3-319-12110-9
Baglee, David, Knowles, Michael and Yau, Alan (2011) Development of techniques to manage asset condition using new tools. In: Asset Management: The State of the Art in Europe from a Life Cycle Perspective. Production & Process Engineering . Springer, pp. 143-154. ISBN 9789400727236
Baglee, David (2010) A New Integrated E-maintenance Concept. In: E-Maintenance. Springer, pp. 61-82. ISBN 978-1-84996-204-9
Adgar, Adam and Baglee, David (2008) Analysis of the skills gap and training requirements within the maintenance function. In: Proceedings of CM2008/MFPT2008. Coxmoor Publishing Company. ISBN 9781901892314
Baglee, David and Melvin, Alsa (2008) Value Stream Mapping: A Dairy Industry Perspective. In: Managing engineering, technology and innovation for growth: 2008 IEEE International Engineering Management Conference, Europe, IEMC-Europe 2008 ; conference proceedings ; June 28 to 30, 2008, Estoril, Portugal. IEEE Operations Center, pp. 1-5. ISBN 9781424422883
Conference or Workshop Item
Badmus, A, McGarry, Kenneth, Baglee, David and Eliot, Neil (2024) IoT-based Analysis of Environmental and Motion Data for Comfort and Energy Conservation in Optimizing HVAC Systems. In: The 25th International Conference on Internet Computing & IoT, 22-25 Jul 2024, Las Vegas, USA. (In Press)
Vidler, Tony, McGarry, Kenneth and Baglee, David (2023) Text Mining Legal Documents for Clause Extraction. In: The 19th International Conference on Data Science (ICDATA'23), 24-27 Jul 2023, Las Vegas, USA.
Shaalan, Abdu, Baglee, David and Dixon, Derek (2022) Development of maintenance framework for modern manufacturing systems. In: BINDT conference, 07-09 June 2022, London.
shaalan, Abdu, Baglee, David and Morris, Adrian (2022) The development of CMMS incorporating condition monitoring tools in the advances of Industry 4. In: BINDT conference, 07-09 June 2022, London.
Marttonen-Arola, Salla and Baglee, David (2019) Implementing a CMMS: an investment appraisal based on value of data. In: World Congress on Resilience, Reliability and Asset Management, 28-31 July, Singapore.
Marttonen-Arola, Salla and Baglee, David (2019) Adoption of information-based innovations in industrial maintenance. In: The XXX ISPIM Innovation Conference, 16-19 June 2019, Florence, Italy.
Campos, Jaime, Sharma, Pankaj, Albano, Michele, Jantunen, Erikki, Baglee, David and Ferreira, Luis Lino (2019) Arrowhead Framework services for condition monitoring and maintenance based on the open source approach. In: 6th International Conference on Control Decision Information Technologies, 23rd -26th April, Paris. France.
Baglee, David (2018) From Small Data to Big Value. In: MRO Talk: Excellence in Maintenance, Reliability & Operations, 11-12 Sep 2018, Berlin, Germany. (Unpublished)
Salla, Marttonen-Arola and David, Baglee (2018) Identifying current challenges of data-based maintenance management: a case study. In: 31st International Congress and Exhibition on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2018), 2-5 July, 2018, Sun City, South Africa.
Baglee, David and Marttonen-Arola, Salla (2018) An approach to identifying waste in data management processes. In: 14th International Conference on Data Science (ICDATA 2018), 30 July - 2 August, Las Vegas, Nevada, USA.
Jantunen, Erkki, Campos, Jaime, Sharma, Pankaj and Baglee, David (2017) Digitalisation of Maintenance. In: 2017 2nd International Conference on System Reliability and Safety, 20-22 Dec 2017, Milan, Italy.
Baglee, David (2017) Improving maintenance and safety through a proactive strategy. In: 19th Annual Ground Handling International Conference, 27-30 Nov 2017, CCIB, Barcelona. (Unpublished)
Ihemegbulem, ibifuro and Baglee, David (2017) ISO55000 Standard as A Driver for Effective Maintenance Budgeting. In: 2nd International Conference on Maintenance Engineering, IncoME-II 2017, 5-6 Sep 2017, University of Manchester.
Jantunen, Erkki, Sharma, Pankaj, Gorostegui, Unai, Baglee, David and Campos, Jaime (2017) Management of Maintenance on an e-Maintenance Platform. In: 2nd International Conference on Maintenance Engineering, IncoME-II 2017, 5-6 Sep 2017, University of Manchester.
Baglee, David, Gorostegu, Unai, Jantunen, Erikki, Campos, Jaime and Sharma, Pankaj (2017) Optimizing Condition Monitoring of Big Data Systems. In: DMIN'17 The 13th International Conference on Data Mining, 17-20 Jul 2017, Las Vegas, Nevada, USA.
Baglee, David, Gorostegu, Unai, Jantunen, Erikki, Campos, Jaime and Sharma, Pankaj (2017) Optimising condition monitoring using Big Data Systems. In: International Conference on Data Mining Systems, 16-20th July 2017, Las Vegas. (Submitted)
Baglee, David, Gorostegui, Unai, Jantunen, Erikki, Sharma, Pankaj and Campos, Jaime (2017) How can SMEs adopt a new method to advanced maintenance strategies? A Case study approach. In: 30th International Congress & Exhibition on Condition Monitoring and Diagnostic Engineering Management COMADEM, July 10th-13th 2017, University of Central Lancashire.
Ihemegbulem, Ibifuro, Baglee, David, Wheatley, Alan and Marttonen-Arola, Salla (2017) The role of ISO 55000 Standard in asset integrity. In: 30th International Congress & Exhibition on Condition Monitoring and Diagnostic Engineering Management Comadem., July 10th-13th 2017, University of Central Lancashire. (Submitted)
Dixon, Derek, Robson, Kenneth, Baglee, David and Wheatley, Alan (2017) The Role of Cultural Development When Improving Maintenance Practice in the Automotive Supply Chain. In: COMADEM 2017, 10th July - 13th July 2017, Preston, United Kingdom.
Camposa, Jaime, Sharma, Pankaj, Gabiriac, Unai Gorostegui, Jantunen, Erikki and Baglee, David (2017) A Big Data analytical architecture for the asset management. In: 9th CIRP IPSS Conference : Circular Perspectives on Product/Service-Systems, 2017.
Dixon, Derek, Baglee, David, Robson, Kenneth and Sharma, Pankaj (2016) An Identification of the Enabling Factors for the Development of a Unified Approach to Maintenance Strategy Development within the Automotive Supply Chain. In: InCoME 2016, 30-31 Aug 2016, University of Manchester.
Baglee, David, Jantunen, Erkki and Sharma, Pankaj (2016) Identifying Organisational Requirements for the Implementation of an Advanced Maintenance Strategy in Small to Medium Enterprises (SME). In: InCoME 2016, 30-31 Aug 2016, University of Manchester.
Kinnunen, Sini-Kaisu, Yla-Kujala, Antti, Marttonen-Arola, Salla, Karri, Timo and Baglee, David (2016) Internet of Things Technologies to Rationalize the Data Acquisition in Industrial Asset Management. In: The 12th International Conference on Data Mining, 25-28 Jul 2016, Las Vegas, Nevada, USA.
Sharma, Pankaj, Campos, Jaime, Baglee, David and Jantunen, Erikki (2016) Maintenance: The world of complex data and huge potential. In: 12th International Congress on Data Mining, July 2016, Las Vegas, Nevada.
Baglee, David, Ihemegbulem, Ibifuro and Marttonen-Arola, Salla (2016) Identifying organizational requirements for the implementation of ISO 55000 in small to medium sized enterprises (SMEs). In: EuroMaintenance 2016, 30 May-1 June 2016, Athens, Greece.
Kinnunen, Sini-Kaisu, Marttonen-Arola, Salla, Yla-Kujala, Antti, Karri, Timo, Ahonen, Toni, Valkokari, Pasi and Baglee, David (2016) Decision Making Situations Define Data Requirements in Fleet Asset Management. In: 10th World Congress on Engineering Asset Management – WCEAM 2015, 28-30 Sep 2015, Tampere, Finland.
Campos, Jamie, Jantunen, Erkki, Baglee, David, Gilabert, Eduardo, Fumagalli, Luca and Emmanouilidis, Christos (2016) The Use of Mobile Technologies and Their Economic Benefits in Maintenance. In: 10th World Congress on Engineering Asset Management – WCEAM 2015, 28-30 Sep 2015, Tampere, Finland.
Ihemegbulem, Ibifuro and Baglee, David (2016) Assessing the Effectiveness of ISO 55000 Standard in Small to Medium Sized Enterprises. In: 1st Africa Maintenance & Reliability Conference (AMRC 16), 28-29 Nov 2016, Lagos, Nigeria. (Unpublished)
Ihemegbulem, Ibifuro and Baglee, David (2016) Assessing the effectiveness of ISO 55000 standard in small to medium sized enterprises (SMEs). In: AMRC 2016: Propelling Growth in Africa through Maintenance & Reliability Excellence, Lagos, Nigeria.
Dixon, Derek, Robson, Kenneth, Wheatley, Alan and Baglee, David (2015) Improving automotive supply chain performance through maintenance strategy development. In: EuroMaintenance 2016, 30 May-1 June 2016, Athens, Greece.
Kok, Theodorus, Morris, Adrian, Baglee, David and O'Brien, Roger (2015) Development of a low cost mixed fuel hydrogen/petrol system for reducing vehicle emissions. In: European Battery, Hybrid and Fuel Cell Electric Vehicle Congress, 2-4 Dec 2015, Brussels. (Unpublished)
Kok, Theodorus, Morris, Adrian, Scott, Helen and Baglee, David (2015) The Use of Markov Chain Analysis for Rule-Based Power and Energy Management Optimisation in Electric Vehicles. In: European Battery, Hybrid and Fuel Cell Electric Vehicle Congress, 2-4 Dec 2015, Brussels, Belgium.
Baglee, David, Jantunen, E., Campos, J. and Sharma, P. (2015) How does CBM function in the real world? In: MFPT 2016 and ISA’s 62nd International Instrumentation Symposium, 24-26 May 2016, Dayton, Ohio.
Sheikh, M, Baglee, David, Knowles, Michael, Elmarakbi, Ahmed and Al-Hariri, Mohammad (2015) A Novel Approach for Predicting Thermal Runaway in Electric Vehicle Batteries when Involved in a Collision. In: ASME 2015 International Mechanical Engineering Congress and Exposition, 13-19 Nov 2015, Houston, Texas, USA.
Haddad, Karam and Baglee, David (2015) Using Augmented Reality in Manufacturing Firms and its Impacts on Knowledge Transfer. In: 16th European Conference on Knowledge Management - ECKM 2015, 3 - 4 Sep 2015, University of Udine, Italy. (Submitted)
O'Brien, Roger, Veldsman, W and Baglee, David (2015) The development of an industrial robotic Low Stress No Distortion (LSND) welding system. In: IIW International Conference, High-Strength Materials - Challenges and Applications, 2-3 Jul 2015, Helsinki, Finland. (Unpublished)
Simon, V, Galar, D and Baglee, David (2015) eMaintenance Platform for Performing Data Fusion Mutation on Machine Tools. In: DMIN'15, The 11th International Conference on Data Mining, 27-30 Jul 2015, Las Vegas, Nevada, USA. (Unpublished)
Baglee, David, Marttonen, S and Galar, D (2015) The need for Big Data collection and analyses to support the development of an advanced maintenance strategy. In: DMIN'15, The 11th International Conference on Data Mining, 27-30 Jul 2015, Las Vegas, Nevada, USA. (Unpublished)
Simon, Victor, Baglee, David, Garfield, Sheila and Galar, Diego (2014) The Development of an Advanced Maintenance training programme utilizing Augmented Reality. In: Comadem 2014 - Implications of life cycle analysis in asset and maintenance management, 16-18 Sep 2014, Brisbane Convention and Exhibition Centre, Australia. (Unpublished)
Bravo-Imaz, Iñaki, Baglee, David, García-Arribas, Alfredo, Ferreiro, Susana and Fernandez, Santiago (2014) Mechanical fault detection in gearboxes through the analysis of the motor feeding current signature. In: Comadem 2014 - Implications of life cycle analysis in asset and maintenance management, 16-18 Sep 2014, Brisbane Convention and Exhibition Centre, Australia. (Unpublished)
Jantunen, Erkki, El-Thalji, Idriss, Baglee, David and Lagö, Thomas (2014) Problems with using Fast Fourier Transform for rotating equipment: Is it time for an update? In: Comadem 2014 - Implications of life cycle analysis in asset and maintenance management, 16-18 Sep 2014, Brisbane Convention and Exhibition Centre, Australia. (Unpublished)
Jantunen, Erkki, Arnaiz, Aitor, Baglee, David and Fumagalli, Luca (2014) Identification of wear statistics to determine the need for a new approach to maintenance. In: Euromaintenance 2014, 5 - 8 May 2014, Helsinki Finland. (Submitted)
Bjorling, Sten-Erik, Baglee, David, Galar, Diego and Singh, Sarbjeet (2013) Maintenance Knowledge Management with Fusion of CMMS and CM. In: DMIN 2013 International Conference on Data Mining, 22 - 25 Jul 2013, Las Vegas, Nevada, USA.
Baglee, David, Knowles, Michael and Morris, Adrian (2013) Optimisation of Food and Engineering Supply Chain Technology (OPTFEST): A Case Study. In: Comadem 2013, 11 - 13 Jun 2013, Helsinki.
Baglee, David (2013) Keynote Speech: Supply Network and Operations Analysis in the UK Food Industry. In: Maintenance Performance Measurement and Management, 11-13 Sep 2013, Lappeenranta, Finland.
Baglee, David, Knowles, Michael, Morris, Adrian and Scott, Helen (2013) A roadmap for the development of the next generation of reliable and dependable ultra-low carbon vehicles. In: 4th Hybrid and Electric Vehicles Conference, 2013, London.
Baglee, David, Knowles, Michael, Morris, Adrian and Scott, Helen (2013) The role of electric vehicles in developing a sustainable urban transport policy. In: 4th Hybrid and Electric Vehicles Conference, 2013, London.
Baglee, David, Knowles, Michael, Morris, Adrian and Scott, Helen (2013) The role of local authorities in EV uptake. In: 4th Hybrid and Electric Vehicles Conference, 2013, London.
Knowles, Michael and Baglee, David (2012) Condition Management of Marine Lube Oil and the Role of Intelligent Sensor Systems in Diagnostics. In: COMADEM 2012: 25th International Congress on Condition Monitoring and Diagnostics Engineering Management, 18-20 Jun 2012, Huddersfield, UK.. (Unpublished)
Knowles, Michael, Baglee, David and Morris, Adrian (2012) Asset performance indicators for ultra low carbon vehicle fleets. In: Maintenance Performance Measurement and Management, 2012, Sunderland.
Knowles, Christopher, Kok, Dirk, Baglee, David and Morris, Adrian (2012) Design and development of an electric vehicle drive train test bed. In: Condition Monitoring and Machine Failure Prevention Technology (BINDT), 2012, London.
Baglee, David and Knowles, Michael (2012) Developing RCM Strategy for Hydrogen Fuel Cells Utlising Online E-Condition Monitoring. In: COMADEM 2012: 25th International Congress on Condition Monitoring and Diagnostic Engineering Management, 18-20 Jun 2012, Huddersfield, UK. (Unpublished)
Baglee, David and Knowles, Michael (2012) Low carbon fleet vehicle lifecycle cost analysis. In: Maintenance Performance Measurement and Management, 2012, Sunderland.
Knowles, Michael and Baglee, David (2012) Managing asset performance for ultra low carbon vehicle fleets. In: IET Asset Management Conference, 2012, London.
Baglee, David and Knowles, Michael (2012) Roadmap for the development and realisation of I-Maintenance in the automotive industry. In: Condition Monitoring and Machine Failure Prevention Technology (BINDT), 2012, London.
Goodwin, Tony, Knowles, Michael and Baglee, David (2012) A business case for automated supply control technology. In: Maintenance Performance Measurement and Management, 2012, Sunderland.
Knowles, Michael and Baglee, David (2011) Condition monitoring in an on-ship environment. In: IMarEST 2nd Condition Based Maintenance Conference, 28-29 Sep 2011, London UK.
Knowles, Michael and Baglee, David (2011) Advanced Maintenance And Reliability Management For Low Carbon Technologies. In: The Eighth International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, 20 - 22 June 2011, Cardiff, UK.
Knowles, Michael and Baglee, David (2011) Asset Management for Hydrogen Fuel Cells. In: COMADEM 2011: 24th International Congress on Condition Monitoring and Diagnostics Engineering Management, 30 May-1 Jun 2011, Stavangar, Norway.
Baglee, David and Knowles, Michael (2011) Overcoming logistic issues in asset management of wind turbines. In: COMADEM 2011: 24th International Congress on Condition Monitoring and Diagnostics Engineering Management, 30 May-1 Jun 2011, Stavangar, Norway.
Knowles, Michael, Baglee, David, Carroll, Steve, Walsh, Chris, Carter, Rebecca and Cruden, Andrew (2011) Analysis of the Efficiency of Electric Vehicle Rapid Charge Systems. In: Hybrid and Electric Vehicle Conference (HEVC) 2011, 18-19 May 2011, Warwick UK.
Knowles, Michael and Baglee, David (2011) Energy usage modelling as a condition monitoring tool. In: 7th International Conference on Modelling in Industrial Maintenance and Reliability (MIMAR 2011), 18-19 Apr 2011, Cambridge, UK.
Knowles, Michael and Baglee, David (2011) Developing RCM Strategy for Wind Turbines Utilising Online Condition e-Monitoring. In: 6th World Congress on Engineering Asset Management (WCEAM 2011), 2-4 Oct 2011, Cincinnati, Ohio, USA.. (Unpublished)
Baglee, David and Knowles, Michael (2011) Maintenance strategy development in the UK food and drink industry. In: Mainttenance Performance Measurement and Management International Conference, 2011, Lulea, Sweden.
Knowles, Michael, Baglee, David and Wermter, Stefan (2010) Reinforcement Learning for Scheduling of Maintenance. In: Thirtieth SGAI International Conference on Artificial Intelligence (AI-2010), 14-16 Dec 2010, Cambridge, England. (Unpublished)
Knowles, Michael, Ren, Qinglian and Baglee, David (2010) The State of the Art in Fuel Cell Condition Monitoring and Maintenance. In: 25th World Electric Vehicle Symposium and Exposition, 5-9 Nov 2010, Shenzhen, China. (Unpublished)
Knowles, Michael and Baglee, David (2010) Modelling the properties of oil with various contaminants. In: The Seventh International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, 22-24 Jun 2010, Ettington Chase Hotel, Stratford-upon-Avon, UK. (Unpublished)
Knowles, Michael, Yau, Chi-Yung and Baglee, David (2010) Utilizing RFID and PDA Together for mobile E-Maintenance. In: The First International Workshop and Congress on eMaintenance (eMaintenance 2010), 22-24 Jun 2010, Luleå, Sweden. (Unpublished)
Knowles, Michael, Baglee, David and Yau, Chi-Yung (2010) Using RFID and PDA together for Mobile E-Maintenance. In: Machinery Failure Prevention Technology Conference (MFPT 2010), April 13-15 2010, Huntsville, Alabama, USA. (Unpublished)
Baglee, David and Knowles, Michael (2010) Condition Monitoring in an on-ship environment. In: Seventh International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (BINDT CM 2010), 2010, Stratford upon Avon.
Baglee, David and Yau, Chi-Yung (2009) Utilizing RFID and PDA Together for Mobile E-Maintenance. In: COMADEM 2009: 22nd International Congress on Condition Monitoring and Diagnostic Engineering Management, 9-11 Jun 2009, San Sebastian, Spain. (Unpublished)
Baglee, David (2009) The Development of Mobile e-maintenance system utilizing RFID and PDA technologies. In: WCEAM 2009: 4th World Congress on Engineering Asset Management, 28–30 Sep 2009, Athens, Greece. (Unpublished)
Baglee, David (2009) An Integrated Approach To Maintenance Strategy Development within SMEs. In: MFPT 2009: 2009 Conference of the Society for Machinery Failure Prevention Technology, 28-30 Apr 2009, Dayton, Ohio, USA. (Unpublished)
Baglee, David and Knowles, Michael (2009) The Role of Maintenance in Energy Saving. In: 19th MIRCE International Symposium on Engineering and Managing Sustainability - A Reliability, Maintainability and Supportability Perspective, 2-3 Dec 2009, Exeter, UK. (Unpublished)
Baglee, David (2008) Maintenance Strategy Development: the development of an integrated approach. In: WCEAM 2008: 3rd World Congress on Engineering Asset Management, 27-30 Oct 2008, Beijing, China. (Submitted)
Trimble, Robert, Baglee, David and MacIntyre, John (2007) Maintenance Strategy Development Within SMEs: The development of an intregrated approach. In: Proceedings of ASME 2007 International Design Engineering Technikcal Conferences and Computers and Information in Engineering Conference.
Trimble, Robert, Baglee, David and MacIntyre, John (2004) Modern Maintenance Practices: The barriers to implementation within small/medium enterprises. In: The 5th IMA International Conference on Modelling in Industrial Maintenance and reliability.
Trimble, Robert, Baglee, David and MacIntyre, John (2003) An Investigation into the perceived barriers to total productive maintenance in small medium enterprises. In: Advances in Manufacturing Technology XVII.
Thesis
Dixon, Derek (2021) An investigation into the constraints limiting maintenance strategy effectiveness in the automotive supply chain. Post-Doctoral thesis, University of Sunderland.
Advanced maintenance strategies including:
- Total Productive Maintenance
- Reliability-Centred Maintenance
- Condition-Based Maintenance
- Risk and reliability for maintenance
- Value Stream Mapping
- Life cycle analyses to predict remaining useful life in equipment
- Energy consumption
Industry 4.0 tools and techniques including:
- Big data collection and analyses for manufacturing
- Sensor and digitisation to support manufacturing
I am a member of several national and international committees including the British Standards Institute (BSI): AMS/001 Asset Management Executive Committee, the International Standards Organisation (ISO) ISO/TC 251/WG 3 Communication, the ISO/TC251/WG7. ISO550111 development. Recently I became a board member of the International Society for Engineering Asset Management (ISEAM), a Fellow of the International Society for Engineering Asset Management (ISEAM), and a member of the Institution of Engineering and Technology (IET) Design and Productivity executive committee. I am the deputy editor-in-chief of the Engineering Asset Management Review Series.
I am also a member of The British Institute of Non-Destructive Testing (BINDT), the Society of Condition Monitoring, the International Society for Engineering Asset Management, Member of the Institution of Engineering and Technology, (IET), the European Network for Strategic Engineering and Asset Management, The European Academic Research and Education Network, The Advanced Maintenance, Engineering, Service and Technology Group, UK Chapter of Engineers for Australia, Member of the International Association of Engineers, The European Federation of National Maintenance Societies and Chair and founder of the North East and UK Maintenance Forum. The forums bring together industry and academia to share advanced maintenance and engineering practices and have proven very successful in creating partnerships with local and national industries to promote our academic courses and reach-out activities.
I am the co-founder of the International Conference of Maintenance Performance Measurement and Management (MPMM). This annual conference attracts over 100 delegates and was held in Sunderland in 2012. I am on the management and technical committee for several international conferences. I am on the editorial board for a number of International Journals, guest editor, and themed editor for 15 international journals. I have acted as an expert reviewer for the Horizon 2020 FOF-09-2017: Novel design and predictive maintenance technologies for increased operating life of production systems and the Framework 7 programme: GC-ICT-2013.6.7 Electro-mobility 2013.
In addition, I have worked with the University of Skövde, Sweden, in collaboration with the Swedish Knowledge Foundation, the National Research Foundation (NRF) of South Africa, and Foundation – Flanders (Fonds Wetenschappelijk Onderzoek – Vlaanderen, FWO), to review a number of PhD proposals and national research strategies for industry and academia. I have examined a number of national and international PhD candidates and I am currently supervising six PhD students as Director of Studies within advanced maintenance strategy development. I am also an external advisor to PhD students in Sweden and Spain.
Further reading:
.jpg)
