Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 14 Life Below Water
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Dive into the research topics where Ioan-Octavian Niculita is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Development of an IIoT platform for remote monitoring and proactive maintenance of mechanical assets
Niculita, I.-O. (PI), McGlinchey, D. (CoI) & Lindsay, G. (CoI)
Project: Knowledge Exchange
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Development of a proof of concept for an IoT/AI Infrastructure supporting sustainability goals for commercial retail building management applications
Niculita, I.-O. (PI), McGlinchey, D. (CoI) & Lindsay, G. (CoI)
11/08/25 → 8/09/25
Project: Knowledge Exchange
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Railway track risk-based degradation modelling: a data-driven approach
Dos Santos, N., Alkali, B., Jain, A. K. & Niculita, I.-O., 3 Mar 2026, (Accepted/In press) Proceedings of the Seventh International Conference on Railway Technology: Research, Development and Maintenance (RAILWAYS 2026). Civil-Comp Press, 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Application of augmented reality-based digital twin approaches: a case study to industrial equipment
Pitzalis, R. F., Giordano, A., Di Spigno, A., Cowell, A., Niculita, O. & Berselli, G., Jun 2025, In: International Journal of Advanced Manufacturing Technology. 138, 7, p. 3747-3763 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)153 Downloads (Pure) -
A probabilistic and machine learning approach to predictive maintenance of railway tracks
Santos, N. G. D., Alkali, B. M., Kumar, A. J. & Niculita, O., 28 Aug 2025, Proceedings of the 13th IMA International Conference on Modelling in Industrial Maintenance and Reliability. Institute of Mathematics and its Applications , 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile20 Downloads (Pure) -
Benchmarking control strategies for multi-component degradation (MCD) detection in Digital Twin (DT) applications
Barimah, A. K., Akhtar, J., Niculita, O., Cowell, A. & McGlinchey, D., Sept 2025, In: Computers. 14, 9, 16 p., 356.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Downloads (Pure) -
Scalable data transformation models for physics-informed neural networks (PINNs) in digital twin-enabled prognostics and health management (PHM) applications
Barimah, A. K., Onu, O. P., Niculita, O., Cowell, A. & McGlinchey, D., Apr 2025, In: Computers. 14, 4, 25 p., 121.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)462 Downloads (Pure)
Activities
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6th European Conference of the Prognostics and Health Management Society
Niculita, I.-O. (Speaker)
28 Jun 2021 → 2 Jul 2021Activity: Participating in or organising an event › Participation in conference
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Advanced Manufacturing SMAS
Niculita, I.-O. (Speaker)
6 Nov 2019Activity: Participating in or organising an event › Participation in workshop, seminar, course
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Digitalisation of Process Control – Delivering More Data with Cyber Security in Mind
Niculita, I.-O. (Participant)
25 Nov 2020 → 26 Nov 2020Activity: Participating in or organising an event › Participation in workshop, seminar, course
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Erasmus+ Teaching Staff Mobility, 2019
Niculita, I.-O. (Member)
10 Jun 2019 → 14 Jun 2019Activity: Other › Types of External academic engagement - Research and Teaching at External Organisation
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Fifth European Conference of the Prognostics and Health Management Society 2020
Niculita, I.-O. (Participant)
27 Jul 2020 → 31 Jul 2020Activity: Participating in or organising an event › Participation in conference