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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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
  • metadata mismatch0

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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.794724Z digest=sha256:7dc79248d5429c5e673e28ddcbd815c71d8de65b283f3ef2891d6c6d1205b0d4

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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.801014Z digest=sha256:c7d44c4d22095d8107bbdcc33901fd4ad1e847468960d3351c9a1491269e490f

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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.810346Z digest=sha256:e8075ff1f02dccbca68e46b9b36d3bd7e47af8ec0a8c499d02629791a5562a47

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.812770Z digest=sha256:e513c8aaf5da0dc9a57d3f858793f3b9e6042c2318d59b68f2decb9b7c5c010a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.815320Z digest=sha256:fc58e3ca7aa95cfe57426ccf98ec565b84c2539e425e73026c27ce1181364c6c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.817712Z digest=sha256:088290f84571d35ff84fc1010fed9bb2f5c63c056e4f98878c3aea4192252f68

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.821425Z digest=sha256:5afdf1ff5d71cd32b0d7c8b35afaf962ae3026707b809868eb6d79d692eaa90b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.823853Z digest=sha256:feca450246ce851b995a4b6684a8fc54c48c41cb8cfe9bdd95a9373c94119db2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.826436Z digest=sha256:c948977e1e1ca5a41f2c7fc99981546d3ae76251c483e34643468f5776ff0983

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.829842Z digest=sha256:d00534a5a3a01ab3398b6cef35ce95a4ed7f508164f32907d303ba39d34c6bef

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.832491Z digest=sha256:e08f22befdb7ef158c1b6d5a747e5b897e82f7baef2d4aa9e3dadc604265108b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.835020Z digest=sha256:811d6286bdf0353010b08d62e008b2ae2247df6a841da0a7913277b147eee34d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.837527Z digest=sha256:5b6f6eea1a67b0c1f178c76abb551fa4a53ba1bdd3f366860079819a8064e0f2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.840103Z digest=sha256:6f97f81a18cd58eb545c8964b4deceadfd3619a1dfc8422aa92d0522e032ab9d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.842849Z digest=sha256:17ae07e0d36092afef954406e468a81591ff3e77774211e1d77eefb9ec82d35d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.846642Z digest=sha256:f406e9567b61932c8c34ed8840c188f1832144d5497ffca9d490696a317825c2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.849102Z digest=sha256:37e061f929e0be4e9394c1e2d222bcacce943bee894c0a590ecbd05da7c45f02

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.851575Z digest=sha256:d5ec2915502f6cbb0b1314e6d015e58baaf17c3813345e5f28700dd2fa78e7f0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.853824Z digest=sha256:d70f0259c30b6de2fd01c6aae92f1de54babd9e7b347ead1263742d955205804

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.857232Z digest=sha256:053236c87cfb3a97980d1f15007483b015a6d73823e385645a122d3b7fa94f01

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.859720Z digest=sha256:79fb137f478bea4656405f35b47fa6019d3f25c0b23837d0c998d9679ddc0a4f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.862163Z digest=sha256:c0f1a0357c3a9eb1d28f4eeacddf7cc334a7d5d543327d132d7760e8637ac5c1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.864574Z digest=sha256:416edb81bfb9938b186ee110e2a7547d2ea901d61717e3c669411afa1bc890dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.866929Z digest=sha256:97dc8e9f4b918243f7776453e28374e21ed2ced59b6a8f6bc598e3cdc74c940e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.869419Z digest=sha256:c6b45708bec2641d2c3a41af7c268d62d8bb41bde32b3373bfbf984bf77429f8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.872011Z digest=sha256:899af0798284881ebfd9771433bac7e04ce53f7e39e4a084bdb363dd7a8584ff

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.874659Z digest=sha256:7c2543a27bf0c414d1500740d3a39bf28c0006a115f2f952fa00c19315e01431

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.877000Z digest=sha256:716fae50c2c95dbf0aa2bb3d5a322fc4ef8d3dc5d8e4ac78bb86b542704adb05

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.879576Z digest=sha256:53ddca871d333427d8cabaf1f0f3b7f8774d1b6726f3bcd0d458fc860ef1ac17

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.882071Z digest=sha256:0066ca6ed1ae94e68255155c37fb775a0f5f33b00cd9c8d4cafb8cf1776c7906

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.884517Z digest=sha256:38ab17df5e7d26b3a0040d68e617cb6916c3d444cfb7b95b157e5cf7ebfcc227

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.887122Z digest=sha256:e61ed24fc3dc3b31db6ffddea34b5abcea7edc6f7d21ddccffb367c272d7e156

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.890190Z digest=sha256:20c3a2d156e26cad7482813c3a1b2f63aaf19d28e933df958904bcc1139b2248

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.892684Z digest=sha256:31c3bb07e50c661e3c5134c43fbf4d3aef36694ad45a76dcc82649ebc0dc036a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.895267Z digest=sha256:d50b63afe6f2906f493e1873f6c2bfffd022ff109c5f87fcd31f0eeacc694078

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.897737Z digest=sha256:7640b80ca9a4827df4ea4dc127db48000cd687c5e37c3a3dca447273d0e188f5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.900384Z digest=sha256:a1bc40f43950cb37e664ead22267b50c8827bcd5802b321970d0a808d222957a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.902818Z digest=sha256:3f40500e6c1ad7835c9edbc27814551883707749646dc3a5fb93f0801b6771ad

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.905133Z digest=sha256:1e1c9dba47b9d1b7ee7cc2cc587ecaf8ac9f77fe225b230b3d95349fe95ba8c3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.907824Z digest=sha256:f88a5e9b9c3510a599f972f830e94c2194b3325f09805fe224aac3ea81c64cfd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.910317Z digest=sha256:2f8078e71c4e934ce07587181fd5aeec3a48a205a536dd047e2d21a9572333ad

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.913032Z digest=sha256:25649e29bdcc45e39a34d1ab9ea158da30952e5a5a791e9fe762dc82e5b415ba

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.915476Z digest=sha256:05f09b3a9ef3de5cfd4c33ddc917f0d88096cdfe294fa53dfe62288ba200ea92

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.918220Z digest=sha256:e90742327a79237260c3bbaa6edcf91fb871692cab0a871b2056d82003968156

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.921690Z digest=sha256:9170da4c509c149fdafe794d8db823923c405b67416d52777c2659f7bc036956

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.924195Z digest=sha256:9140dc30dd2162b1758c03ac9a064299cb17390717a219875c4b429ddf7518a7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.926710Z digest=sha256:59e7549a73cede01adfd8b998468961f8dd907b1e747f022d5f0010046d224e6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:00:43.930036Z digest=sha256:fac978952d76f6f19a9cd598035c4c5d4a7bc72239519456dd66c010aa6354e2

Pith citing papers

No inbound Pith citation observations are available.