2026 Prognostics and System Health Management Conference
May 26-29, 2026
Marseille, France
PHM 2026
Following the successful PHM conferences over the past 15 years, the 16th Prognostics and System Health Management Conference (PHM 2026) will be held in Marseille, France, on May 26-29, 2026. This conference will be held together by Aix Marseille University, IET, KU Leuven, RISE Research Institutes of Sweden, KTH Royal Institute of Technology, Le Cnam, Université Paris Saclay, University of Bath, Femto-St Institute, Guangdong Polytechnic Normal University, L2S, GeePS, CTBU, CJA, and MDPI. All accepted papers will be submitted for inclusion in the IET Digital Library and indexing in Ei Compendex and Inspec. Please refer to the conference website (https://phmic.org) for more details. Please contact us (oc@phmic.org) if you have any questions.
Marseille is well known for its unique blend of ancient history, vibrant Mediterranean culture, stunning natural beauty like the Calanques National Park, diverse culinary scene influenced by its port history, and its authentic, gritty-yet-glamorous atmosphere as France’s oldest city and a multicultural melting pot. It offers sun, beaches, world-class museums, and serves as a perfect base for exploring Provence.
Important Dates
Draft Full Paper Submission: March 15, 2026
Notification of Draft Paper Acceptance: March 30, 2026
Final Manuscript Due: April 25, 2026
Author Registration Deadline: April 30, 2026
Conference Dates: May 26-29, 2026
Topics of Interest
PHM 2026 is seeking original papers for presentations at the conference. Researchers and participants from industry, academia, and government organizations are invited to submit their papers on the following topics. Participants with only abstract submissions are also welcome to the conference.
| PHM Principles | System Designs & Implementation | Applications |
| • Fault detection and diagnosis • Prognostics and System Health Management • Aging influence in PHM • Fault estimation and prediction • Structural sensing • Modelling and simulation • Data-driven methods • Model-based methods • Multi-Modal and Sensor fusion • Logic/reasoning techniques • Affordability aspects and business cases for PHM • Standards and methodologies • Prescriptive Maintenance and Knowledge-based Maintenance • Maintenance strategy • Reliability and Asset Management | • Online/real time monitoring • Requirements development • System design & engineering • Automated reconfiguration • Statistical analysis of uncertainty • Component-level PHM • Non-destructive evaluation technologies with PHM utilization • Decision support & simulation • PHM computer-aided engineering technologies • Physics of failure • Blockchain for PHM • Verification, validation, and maturation • Complex Adaptive System | • Rail transportation • PHM for power smart grid • PHM for electronics components and systems • PHM within innovative aerospace and defense, appliance, medical, electric vehicle, deep drilling, and energy applications • Fleet/industrial PHM-based maintenance management • Lessons learned from PHM systems design and integration • Cloud computing for PHM • PHM for energy systems • Sensors and devices |
Machine Learning for PHM
- Deep learning for PHM including:
- Transformers architecture
- Self-supervised learning
- Multimodal fusion
- Multi-task learning
- Graph-oriented approaches such as graph neural network
- Physics-Informed Neural Networks
- Generative models
- Trustworthiness of PHM AI Systems including:
- Uncertainty Quantification
- Model Checking, verification and validation
- Explainability and interpretability
- Disentanglement and casual inference
- Large-scale Foundation Models for PHM including:
- Large Language Models
- Modular learning
Past PHM Conferences
PHM 2025 Conference, June 2-5, 2025, at Ku Leuven, Bruges, Belgium
PHM 2024 Conference, May 28-31, 2024, at Clarion Hotel, Stockholm, Sweden
PHM 2023 Conference, May 31-June 2, 2023, at Le CNAM, Paris, France
PHM 2022 Conference, May 27-29, 2022, at Crowne Plaza London, London, UK
PHM 2020 Conference, May 5-7, 2020, at Femto St., Besancon, France
PHM 2019 Conference, May 2-5, 2019, at Le CNAM, Paris, France
PHM 2018 Conference, October 26-28, 2018, at China Merchants Hotel, Chongqing
PHM 2017 Conference, July 9-12, 2017, at Sun Island Garden Hotel, Harbin
PHM 2016 Conference, October 19-21, 2016, at Crowne Plaza Chengdu West, Chengdu
PHM 2015 Conference, October 21-23, 2015, at Vision Hotel, Beijing
PHM 2014 Conference, August 24-27, 2014, at Zhangjiajie City, Hunan
PHM 2013 Conference, September 8-11, 2013, at Politecnico di Milano in Milan, Italy
PHM 2012 Conference, May 23-25, 2012, at Grand Skylight CATIC Hotel, Beijing
PHM 2011 Conference, May 23-25, 2011, at the Intercontinental Hotel of Shenzhen
PHM 2010 Conference, January 12-14, 2010, at the University of Macau, China