Research output per year
Research output per year
Personal profile
Profile
Maryamsadat Tahavori is an Associate Professor and Senior IEEE Member with research expertise in reliability analysis, data-driven asset management, predictive and prescriptive analytics, operations research, applied simulation, machine learning, and digital twins. Her work is grounded in mathematical modelling, optimization, control, advanced analytics, and system-level decision support for complex engineered systems. Her research has been applied to sustainable energy infrastructure, water and district heating systems, autonomous systems, robotics reliability, UAV fault recoverability, cybersecurity risk, and nonlinear control.
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 7 Affordable and Clean Energy
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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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Automating Machine Learning Optimization for Fault Prediction in District Heating Using Large Language Models
Jensen, T. V. R., Tahavori, M., Mirshekali, H. & Shaker, H. R., 2026, Proceedings of 2026 5th International Informatics and Software Engineering Conference (IISEC). IEEE, p. 415-420Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Data-Driven Asset Management in District Heating: Barriers, Insights, and Future Pathways
Shadi, M. R., Mirshekali, H., Tahavori, M. & Shaker, H. R., 2026, Proceedings of 2026 International Conference on Machine Learning and Autonomous Systems (ICMLAS). IEEE, p. 87-92Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Survival Models for Predictive Maintenance and Remaining Useful Life in Sensor-Enabled Smart Energy Networks: A Review
Shadi, M. R., Mirshekali, H., Tahavori, M. & Shaker, H. R., 2026, In: Sensors. 26, 6, 40 p., 1915.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Data-Driven Reliability Analysis of District Heating Systems for Asset Management Applications: A Review
Rafati, A., Tahavori, M. & Shaker, H. R., 2025, In: Sustainable Cities and Society. 118, 12 p., 106052.Research output: Contribution to journal › Review › peer-review
Open AccessFile -
IEA DHC TS6 – Subtask A Knowledge & Experiences Collected
Leuteritz, A., Below, H., Sällström, J. H., Hay, S., Shaker, H. R., Tahavori, M., Ongari, M., Ohlsson, M., Engel, C. & Kim, J., 2025, International Energy Agency Technology Collaboration Programme on District Heating and Cooling. 54 p.Research output: Book/Report › Report › Commissioned
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Prescriptive Analytics for District Heating Networks
Grønborg, J. (PhD Student) & Tahavori, M. (Main Supervisor)
15/02/2024 → 14/02/2027
Project: PhD
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Prescriptive Analytics Tool for District Heating Networks
Tahavori, M. (CoPI)
01/11/2023 → 31/10/2026
Project: Research
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Participation in IEA DHC Annex TS6: Status Assessment, Ageing, Lifetime Prediction, and Asset Management of District Heating (DH) Pipes.
Tahavori, M. (PI)
01/04/2024 → 31/03/2026
Project: Research
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Nitrogen Sensor for Soil Sustainability (demonstrator)
Andersen, B. (Project Coordinator), Blaszczyk, T. (Project Participant), Kaur, B. (Project Participant), Bridgwood, I. (Project Participant), Ottosen, I. M. (Project Participant), Tahavori, M. (Project Participant), Flyger, C. (Project Participant), Kjærsgaard, N. (Project Participant), Singh, B. (Project Participant), Geismar, W. (Project Participant), Nordfalk, J. (Project Participant), Budtz, C. (Project Participant) & Lynggaard, P. (Project Participant)
01/01/2019 → 31/12/2021
Project: Research
Activities
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6th International Conference on Mechanical Engineering and RoboticsResearch
Tahavori, M. (Organizer)
11 Dec 2021 → 13 Dec 2021Activity: Attending an event › Participating in or organising a conference
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Nitrogen Sensor Workshop
Andersen, B. (Speaker), Ottosen, I. M. (Speaker), Kjærsgaard, N. C. (Speaker), Tahavori, M. (Speaker) & Bridgwood, I. (Speaker)
30 Nov 2021Activity: Talks and presentations › Talks and presentations in private or public companies and organisations
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Sensors (Journal)
Tahavori, M. (Editor)
2020 → 2021Activity: Editorial work and peer review › Journal editor › Research