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Paper Citation Record · LEDGER

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression

As of 20 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2506.20090.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.20090 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:00:43.930036Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact4
  • verified fuzzy51
  • unresolved1
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2cd48f94-c824-4704-bc9a-85c36887dfd9 · outbound

This paper cites A review on machinery diagnostics and prognostics implementing condition-based maintenance.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A review on machinery diagnostics and prognostics implementing condition-based maintenance

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 80f34854-f0de-4248-8b32-391dd5d151cd · outbound

This paper cites An introduction to predictive maintenance.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression An introduction to predictive maintenance

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.357894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 37e4e1db-0613-4e9c-8699-82661f008bc9 · outbound

This paper cites Selecting an appropriate supervised machine learning algorithm for predictive maintenance.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Selecting an appropriate supervised machine learning algorithm for predictive maintenance

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.351133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0d1fb52f-8b47-491e-a2ff-12e88e12cd68 · outbound

This paper cites Study on predictive maintenance strategy.International Journal of u-and e-Service, Science and Technology, 9(4):295–300, 2015.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Study on predictive maintenance strategy.International Journal of u-and e-Service, Science and Technology, 9(4):295–300, 2015

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.344155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.789186Z digest=sha256:ba1cf6311e923db9318f1d9e76018fbe4f66acd11b9543a745bc9076bf90c00f

Observation e1b6e876-5b3f-4452-ae72-b5a42fd70833 · outbound

This paper cites Remaining useful life prediction based on deep learning: A survey.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Remaining useful life prediction based on deep learning: A survey

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.337141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.791927Z digest=sha256:d3ac8915dc7dbf926b702afd7f0ced012da3e9fff7427ca1471fd7781a8d7d0a

Observation 2e6e2dc2-191e-4c93-8b8c-c4d5a9e57894 · outbound

This paper cites Rul forecasting for wind turbine predictive maintenance based on deep learning.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Rul forecasting for wind turbine predictive maintenance based on deep learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.329098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.794724Z digest=sha256:09f512f0242809b752e78168a1ec2d96b4e80208fc6d7cda4a5ee646a6038bd3

Observation 5465d538-d783-4502-ad4c-8956c821ddf7 · outbound

This paper cites RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:43.797509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:00:43.797509Z digest=sha256:0e1a610474a2dd6568a32c0f180a36428caa56179c332440e516b6eda30375e1

Observation e13a0576-379f-4b60-b78f-8024806552ba · outbound

This paper cites Enhancing predictive maintenance strategies for oil and gas equipment through ensemble learning modeling.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Enhancing predictive maintenance strategies for oil and gas equipment through ensemble learning modeling

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.320990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.801014Z digest=sha256:720d4ff811b337062fc41a4d8c0a4c21262c124c97b6745a8be42b935327b157

Observation 28565fa3-2cfc-4377-8de1-05734e94edee · outbound

This paper cites Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.313599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.804432Z digest=sha256:6d98596ac7a9e6d76bf7ccca1f8bc29a762cd3c235458a7efa452172e39add91

Observation f5d8f9bc-f837-4f05-8dc5-bf8e1299d816 · outbound

This paper cites Smart predictive maintenance for high-performance computing systems: A literature review.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Smart predictive maintenance for high-performance computing systems: A literature review

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.306726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.806935Z digest=sha256:7e4561cf178fd7064619f175ffa3c8b482813bfcc0a9a263c486fabbdd696087

Observation 124cd03c-ae1e-4494-a160-b2d783017158 · outbound

This paper cites Predictive maintenance in the industry: A comparative study on deep learning-based remaining useful life estimation.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance in the industry: A comparative study on deep learning-based remaining useful life estimation

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.298921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.810346Z digest=sha256:35eb0b924f9bcd598046f8f617e1f61549d4d81ee13494e039b8109a6361ad2a

Observation 3ee5e8aa-b122-409d-80ed-207eb0c4346a · outbound

This paper cites A dynamic predictive maintenance approach using probabilistic deep learning for a fleet of multi-component systems.IEEE Transactions on Industrial Informatics, 2023.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A dynamic predictive maintenance approach using probabilistic deep learning for a fleet of multi-component systems.IEEE Transactions on Industrial Informatics, 2023

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.291916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.812770Z digest=sha256:0af8e47b3852d23647a93ded20a1848ca24b813692518d8bb7d36f6a5e6a1db3

Observation 57de2cdf-1633-4f1e-84a9-3fc25333c268 · outbound

This paper cites Improve predictive maintenance through the application of artificial intelligence: A systematic review.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Improve predictive maintenance through the application of artificial intelligence: A systematic review

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.284206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.815320Z digest=sha256:2e737779e260d0c246855209f791ca405750b905a0c2be541565a9700c00210c

Observation aaa1bb09-cc8d-4b1f-92fc-3ef8388af50d · outbound

This paper cites System-Level Predictive Maintenance: Review of Research Literature and Gap Analysis.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression System-Level Predictive Maintenance: Review of Research Literature and Gap Analysis

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:00:43.988407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.817712Z digest=sha256:edad6dd0efcc9a249b61c6a10c2bf4a6d3d230a2d52c80ad748c5feb226bdc1d

Observation a87e446d-f7c7-4e47-860a-0983eedd7f6b · outbound

This paper cites Predictive maintenance in the automotive sector: A literature review.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance in the automotive sector: A literature review

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.275943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.821425Z digest=sha256:007783f22f53f5da9b8ec688d246f7c3e4bd4e0ed49fd5ad744181020e522f00

Observation de371829-87c7-4345-9994-18d30d4565aa · outbound

This paper cites Deep learning models for predictive maintenance: A survey, comparison, challenges, and prospect.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Deep learning models for predictive maintenance: A survey, comparison, challenges, and prospect

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.269175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.823853Z digest=sha256:c5c73372d30d4c06a0679e69aecdf1a8221829d0433d8c5162cdb0d736335349

Observation 30fd62f9-3b6f-4b7f-9aab-29049cc6198d · outbound

This paper cites Revolutionizing system reliability: The role of ai in predictive maintenance strategies.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Revolutionizing system reliability: The role of ai in predictive maintenance strategies

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.262341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.826436Z digest=sha256:c23487762f472f7dca5674937097862c4455c1ad12836eff86bf197f86df0abf

Observation d02dade4-86f3-4225-8f39-8cd818ac584c · outbound

This paper cites Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.255523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.829842Z digest=sha256:f6c2ef22bf06796f3d4abf6ed22f4ee1c04c6f559f292daeec717678adc36a42

Observation 30a88f7f-0e31-45dd-aef9-0f981bf4823b · outbound

This paper cites Predictive maintenance modelling for through-life engineering services.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance modelling for through-life engineering services

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.248584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.832491Z digest=sha256:d9906ea2c6233ff79403a29d5f80ab498de513f76a4fbb04ac6818ca4b9115d3

Observation 13393e45-7c5f-43d7-86ba-ef79a6e092d8 · outbound

This paper cites Maintenance today and future trends.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Maintenance today and future trends

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.240758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.835020Z digest=sha256:727e03a530f111d23bc38db7867f30fcacd5ad150691c5a19f69bbd397fec054

Observation fb9d8f4c-f9f5-4d4f-8cc1-3cdf4864716d · outbound

This paper cites Predictive maintenance, its implementation and latest trends.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance, its implementation and latest trends

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.234038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.837527Z digest=sha256:72dfce033d537a80c682783d676ea2105dc92534cac13a2b9bc3f66d47f1bb07

Observation d31fe7d9-9aa1-45dd-bee7-0d5793a7adda · outbound

This paper cites Smart predictive maintenance for high-performance computing systems: a literature review.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Smart predictive maintenance for high-performance computing systems: a literature review

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.227034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.840103Z digest=sha256:6d85d722edec1190ebf91b53859070d7f4a2f5a2fefeb08f63c69b8b41f1c212

Observation 04cee006-b40f-4b87-af9b-06b830be05a4 · outbound

This paper cites A prognostic algorithm for machine performance assessment and its application.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A prognostic algorithm for machine performance assessment and its application

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.220089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.842849Z digest=sha256:d2a7366c5ea5efa5894ee9e04c7b15f2b4187f3c0de6c7eb599a9b2b6db23485

Observation d844ee93-79e7-4de7-9225-a06e045fb65d · outbound

This paper cites Remaining useful life estimation of critical components with application to bearings.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Remaining useful life estimation of critical components with application to bearings

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.213167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.846642Z digest=sha256:54802b0f0c194b258b88c0118537d079920071e02e3f727f1588d4aeb3a219ff

Observation 3af61203-3265-4c6d-b37d-06b49796ee09 · outbound

This paper cites Current status of machine prognostics in condition-based maintenance: a review.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Current status of machine prognostics in condition-based maintenance: a review

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.206337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.849102Z digest=sha256:8e7ba3ff83316598f2e17bed96ca3433cae73def3259d1491d101a0218236d3d

Observation 39d9f7be-d7ef-4672-90a8-03eae51ea40c · outbound

This paper cites A survey of data-driven prognostics.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A survey of data-driven prognostics

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.198365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.851575Z digest=sha256:1d66363eabbc46ee74e5ae9c85fd54fc03307e7806d560c09b3e9d4d2cc6332b

Observation 15d9e30b-784e-45ae-9bd0-ec7cd8ca5e0e · outbound

This paper cites A model to predict the residual life of rolling element bearings given monitored condition information to date.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A model to predict the residual life of rolling element bearings given monitored condition information to date

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.191751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.853824Z digest=sha256:9db47cd088adc3ebea48d6778d0a3d3b79831a4dc69a20b7515cf281094a3c68

Observation add3298f-68b0-4f06-9236-54c0e2f40268 · outbound

This paper cites Time series prediction techniques for estimating remaining useful lifetime of cutting tool failure.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Time series prediction techniques for estimating remaining useful lifetime of cutting tool failure

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.184629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.857232Z digest=sha256:6a51b5fd0ee397731547824ec896fa221358a72a8f530866c038892b8264dfee

Observation 300327d9-049d-44d3-97c6-a3b9de57a42e · outbound

This paper cites Remaining useful life prediction of grinding mill liners using an artificial neural network.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Remaining useful life prediction of grinding mill liners using an artificial neural network

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.177485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.859720Z digest=sha256:aa62e97879b5d065f41ea33213b55bbbfe7dceff2ccbbcfc0c491f5eeaa6d66f

Observation ffba4b3e-d299-4b49-999c-1ad72433b88d · outbound

This paper cites A practical approach to combine data mining and prognostics for improved predictive maintenance.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A practical approach to combine data mining and prognostics for improved predictive maintenance

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.170547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.862163Z digest=sha256:dc9dc62ee458c202d7487ca96df4d6021043bd56147501246b0c0b97240d38c1

Observation 6c6e7a75-308f-422f-adb4-eca575d0ab31 · outbound

This paper cites Time series data prediction using sliding window based rbf neural network.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Time series data prediction using sliding window based rbf neural network

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.163368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.864574Z digest=sha256:94eb71ce1a5cb7e25203ee291e843964a27273bf31c4cbcba5ee63f83776b0a3

Observation fe51602a-ba0d-47a6-959e-10571d4a1f7f · outbound

This paper cites A comparison of three data-driven techniques for prognostics.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A comparison of three data-driven techniques for prognostics

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.156183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.866929Z digest=sha256:51b237ab06f7cfc427f532666a96c61a4a7adfadc2c95887947269f05ec519f6

Observation 03ee6e9b-fd1d-4623-9cdd-5fb19d402971 · outbound

This paper cites A data-driven failure prognostics method based on mixture of gaussians hidden markov models.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A data-driven failure prognostics method based on mixture of gaussians hidden markov models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.149269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.869419Z digest=sha256:0f38cff6df9a23ee91ed59eb84f232bc4d54ea6d9f30d0decacc913a6338c52d

Observation 7905b20d-a551-461b-a788-bf93af77fbb9 · outbound

This paper cites A new framework for remaining useful life estimation using support vector machine classifierf.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A new framework for remaining useful life estimation using support vector machine classifierf

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.142214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.872011Z digest=sha256:b349a6cbeb13314316ae702b0ce30773c3cf426008dc5d616d56851d05b44585

Observation 14ed2d02-d5b1-41e6-b6fa-86a0c850b8e3 · outbound

This paper cites Predictive maintenance decision using statistical linear regression and kernel methods.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance decision using statistical linear regression and kernel methods

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.135263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.874659Z digest=sha256:40c4cfffd6c2a8b087fd937195c968f6308e46af89d3758c27a72e60812c7c7d

Observation 41499693-4040-4fa2-823b-bc0cff6adec9 · outbound

This paper cites A predictive maintenance system for epitaxy processes based on filtering and prediction techniques.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A predictive maintenance system for epitaxy processes based on filtering and prediction techniques

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.127940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.877000Z digest=sha256:61afd2cf4b27507b876a6611dea729d8b8aec4fe009c3b7f148d3113dfe28626

Observation a91bfb57-dc21-42be-a246-29b1fe1b2f40 · outbound

This paper cites Machine performance degradation assessment and remaining useful life prediction using proportional hazard model and support vector machine.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Machine performance degradation assessment and remaining useful life prediction using proportional hazard model and support vector machine

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.120870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.879576Z digest=sha256:56e5b2c11855a95f96bdc75dabec34d37cf1585999e183e94dfeb998cecfe17a

Observation 52ded788-e6a2-4066-811b-7cdd138eff09 · outbound

This paper cites Feature signature prediction of a boring process using neural network modeling with confidence bounds.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Feature signature prediction of a boring process using neural network modeling with confidence bounds

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.113487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.882071Z digest=sha256:66a265204741c5812532927b1da0c5cd81c37bfdf96f851992628494719c7d70

Observation 92448685-7b19-4eec-abcc-8c641336c391 · outbound

This paper cites A predictive tool for remaining useful life estimation of rotating machinery components.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A predictive tool for remaining useful life estimation of rotating machinery components

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.105645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.884517Z digest=sha256:fdec3727fed0da011af286f83abaab893bca6ee0624a168466fd46b15af4c381

Observation 085ea147-2e24-41c5-aca8-924ad3e3a4d3 · outbound

This paper cites Dealing with time-series data in predictive maintenance problems.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Dealing with time-series data in predictive maintenance problems

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.098671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.887122Z digest=sha256:378156ec7ce74da0fc67b275040993190ec31cee468e0a0214a7cc1f7dc38f77

Observation 3fe48407-fffc-49ba-8568-045d0d6e2e19 · outbound

This paper cites Remaining useful life estimation in prognostics using deep convolution neural networks.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Remaining useful life estimation in prognostics using deep convolution neural networks

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.091475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.890190Z digest=sha256:f97148c20c6b371da1f61a2b451dc44f8c635a6707ef2895d482924a993b7d6b

Observation 50bc1c81-e29b-4241-b7c3-4310f94d6cb9 · outbound

This paper cites Multi-bearing remaining useful life collaborative prediction: A deep learning approach.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Multi-bearing remaining useful life collaborative prediction: A deep learning approach

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.084265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.892684Z digest=sha256:9203a00374f77157c5f53e43554fe02969760b083ef0abc80a789f4357abbe6c

Observation 116209c4-75da-4b80-bbc0-7c5dd2df8753 · outbound

This paper cites Deep convolutional neural network based regression approach for estimation of remaining useful life.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Deep convolutional neural network based regression approach for estimation of remaining useful life

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.077252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.895267Z digest=sha256:64b3a07c1761bb3338f213041d163a68fe719c6ecff01fa350b7a26e05884e88

Observation 1995d643-41f7-431c-b82b-67507e759418 · outbound

This paper cites Long short-term memory network for remaining useful life estimation.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Long short-term memory network for remaining useful life estimation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.069846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.897737Z digest=sha256:5508ebabe8be12c4d779a1eaac87879bb1aa9199eed5f53ed79f7871ea1095fe

Observation 8bfcf223-ebab-44fb-a2bb-ed2e5a7cec16 · outbound

This paper cites Fault diagnosis and remaining useful life estimation of aero engine using lstm neural network.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Fault diagnosis and remaining useful life estimation of aero engine using lstm neural network

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.062343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.900384Z digest=sha256:832a106714f34506540c5fbc9b91a5a5c0bed6a8c01ce66a707e354fb16bcd25

Observation 79b0a934-374d-4a89-a610-a5a3d62265d5 · outbound

This paper cites Predicting computer system failures using support vector machines.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predicting computer system failures using support vector machines

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.055056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.902818Z digest=sha256:09d41abdf4d76d74b6c7d5ed1edfb1c1992514cdedf4ae76ea71f5b4f33b1821

Observation 0a3eafdc-b1ee-4b6f-93b8-e587fe80cc90 · outbound

This paper cites Sequence based classification for predictive maintenance.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Sequence based classification for predictive maintenance

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.047992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.905133Z digest=sha256:a5179eb0fb368db8220d76fce6b67e928606c87c4d3df483006de9c67f8593a1

Observation 12195850-8d9d-494a-951f-21dd24e131a3 · outbound

This paper cites Analysis of truck compressor failures based on logged vehicle data.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Analysis of truck compressor failures based on logged vehicle data

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.040557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.907824Z digest=sha256:1a3b37d055930b785340b208d01e24c09472394f9ba6a77057da29299e1e1a79

Observation 58cc106c-9be4-4a2a-9e67-849ae8d8f038 · outbound

This paper cites A dissimilarity-based approach to predictive maintenance with application to HVAC systems.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression A dissimilarity-based approach to predictive maintenance with application to HVAC systems

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:00:43.977340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.910317Z digest=sha256:f8398acd84909372f6dd14477013495ec245e1ba6df9ce604f7424b7bb027a2a

Observation 5b65c0e3-76b6-4007-acc1-ba56994dcecf · outbound

This paper cites Machine learning for predictive maintenance: A multiple classifier approach.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Machine learning for predictive maintenance: A multiple classifier approach

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.032833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.913032Z digest=sha256:e279f2c1b1fba968e7954f325bd9c8d60055a37383a977c9afc77984c5de4705

Observation 97fa9f87-69ed-42fa-8cc0-25bacab5e18d · outbound

This paper cites Predicting Future Machine Failure from Machine State Using Logistic Regression.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predicting Future Machine Failure from Machine State Using Logistic Regression

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:00:43.967152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.915476Z digest=sha256:b0824440302c9d5a756a6db28df085f8a4f437f0c22f08a5cc3418c5640b2759

Observation 5d4efd4e-ef19-48c9-bcd3-6e1688b45bff · outbound

This paper cites An Explainable Regression Framework for Predicting Remaining Useful Life of Machines.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression An Explainable Regression Framework for Predicting Remaining Useful Life of Machines

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:00:43.956701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.918220Z digest=sha256:640773445e51a476c864742f74efe192312f908c5972d414a205c96045f8ee6e

Observation 3a13fcb3-b835-4e74-a2af-5e9cc8fa1975 · outbound

This paper cites Multiobjective deep belief networks ensemble for remaining useful life estimation in prognostics.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Multiobjective deep belief networks ensemble for remaining useful life estimation in prognostics

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.025556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.921690Z digest=sha256:0ce05829d0124baf9f99084e47815df9dddd0832e19afb252536a455e97d6aea

Observation 4ab5c3a7-7528-4d83-9ff4-955976f09ae7 · outbound

This paper cites Predictive maintenance for aircraft engine using machine learning: Trends and challenges.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Predictive maintenance for aircraft engine using machine learning: Trends and challenges

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.018302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.924195Z digest=sha256:164cd84bce867834060ff4ba1bb87dd1b41825f9a948b2f21032dcafd47db2bd

Observation ff439ab8-ba6b-41dc-880f-b6d439de66a1 · outbound

This paper cites Addressing the curse of imbalanced training sets: one-sided selection.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Addressing the curse of imbalanced training sets: one-sided selection

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.010228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.926710Z digest=sha256:b942c4027aa6ef67f346a610511d03ca894c390daf434ee80f5c41258d590b2d

Observation 362cf5b7-96f9-4add-b988-fdef2df595e0 · outbound

This paper cites Remaining useful life estimation.

A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression Remaining useful life estimation

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:44.002514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T23:00:43.930036Z digest=sha256:848855b7c7e2af44d4a3d00d850796528fb07c1b9e174accd69c39f5699e0a18

Pith citing papers

No inbound Pith citation observations are available.