State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels
Open accessIntegrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Sensor degradation is a well-known phenomenon that impacts the accuracy and reliability of measurements; as sensors degrade over time, the data they provide become less precise and more uncertain.
“Sensor degradation is a well-known phenomenon that impacts the accuracy and reliability of measurements, as sensors degrade over time, the data they provide become less precise and more uncertain”
From Impact of Sensor Degradation on Measurement Uncertainty in Prognostics and Maintenance Decision-Making: (2025) · cites this paper as Javed, Gouriveau and Zerhouni, 2017
Cites
A review on prognostics and health monitoring of Li-ion battery
Zhang, J., & Lee, J. (2011) · Journal of Power Sources · doi:10.1016/j.jpowsour.2011.03.101 · Cited by 792 · see citing works
Modeling chemical processes using prior knowledge and neural networks'
Thompson, M. L., & Kramer, M. A. (1994) · AIChE Journal · doi:10.1002/aic.690400806 · Cited by 596 · cited 1× · see citing works
“According to literature, with parallel modeling, the data-driven models are trained to predict the residuals not explained by the first principle model [54, 55].”
MethodPrognostics 101: a tutorial for particle filter-based prognostics algorithm using Matlab
An, D., Choi, J.-H., & Kim, N. H. (2013) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2013.02.019 · Cited by 300 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Kamariotis, A., Vlachas, K., Ntertimanis, V., Koune, I., Cicirello, A., & Chatzi, E. (2025) · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering · doi:10.1115/1.4067140 · Cited by 11 · see citing works
Thai, T.-T. N., Do, P., Iung, B., & Gardoni, P. (2025) · International Journal of Prognostics and Health Management · doi:10.36001/ijphm.2025.v16i4.4306 · Cited by 5 · see citing works
- Authors
- Javed, K., Gouriveau, R., & Zerhouni, N.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Corresponding author
- Javed, Kamran
- Venue
- Mechanical Systems and Signal Processing
- Publisher
- Elsevier BV
- Published
- 2017-09
- Volume
- 94
- Pages
- 214-236
- ISSN
- 0888-3270 (ISSN-L)
- OpenAlex
- W2593519057
- Cited by
- 217
- References
- 3
- Citations by year
- 2026: 18 · 2025: 10 · 2024: 26 · 2023: 23 · 2022: 38 · 2021: 35 · 2020: 22 · 2019: 22 · 2018: 16 · 2017: 7
- FWCI
- 25.36
- Type
- journal article
- Language
- en
- Open access
- green
- hal.science
- Licence
- Locations
- Mechanical Systems and Signal Processing (publishedVersion)
- HAL (submittedVersion, other-oa)
- Funders
- Agence Nationale de la Recherche (ANR-11-LABX-0001)
- CHIST-ERA
- Topics
- Physical Sciences › Engineering › Safety, Risk, Reliability and Quality › Reliability and Maintenance Optimization
- Physical Sciences › Engineering › Control and Systems Engineering › Machine Fault Diagnosis Techniques
- Physical Sciences › Engineering › Control and Systems Engineering › Fault Detection and Control Systems
- Keywords
- prognostics, prognostics and health management, remaining useful life prediction, degradation prediction, technology readiness level
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
