Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T23:26:41.947688Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2607.27899.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T23:26:41.947688Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f663f250-c4d2-434e-a89e-94a8ffabafb1 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A condition-based maintenance policy with non- periodic inspections for a two-unit series system.Reliability Engineering & System Safety, 87(1):109–120, 2005
Reference 1
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Observation ee61392b-5b7b-49a9-b0ed-727c4054c736 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Multi-level predictive maintenance for multi-component systems
Reference 2
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Observation a37f7337-75a2-48f2-95c4-af3dcec976b9 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Review of Multi-Component Maintenance Models with Economic Dependence.Mathematical Methods of Operations Research, 45(3):411–435, 1997
Reference 3
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Observation 988f131b-298e-46ce-bbd8-d9cb75938294 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Optimal Maintenance of Multi-Component Systems: a Review.Complex System Maintenance Handbook, pages 263–286, 2008
Reference 4
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Observation ef98e113-bca1-4500-8c04-366e9c933573 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems ISO 13306:2017 — Maintenance terminology
Reference 5
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Observation 93c46e79-91fe-4bcd-8d67-5707d067f9be · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Elsevier, 2002
Reference 6
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Observation 9a6ba367-c8ee-4de8-a002-d7f11192bf6f · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Prognostics and Health Management of Electronics.Encyclopedia of Structural Health Monitoring, 2009
Reference 7
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Observation 68e942a8-9569-41de-9e5e-a2d5debd4e0c · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Survey of Predictive Maintenance: Systems, Purposes and Approaches
Reference 8
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Observation 3598255f-b47e-46f4-8bd5-26330972b152 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Condition-based dynamic maintenance operations planning & grouping
Reference 9
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Observation 591bcb1e-d7dc-46c0-a360-140260fb3965 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A dynamic predictive maintenance policy for complex multi- component systems.Reliability Engineering & System Safety, 120:39–50, 2013
Reference 10
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Observation 8cb25e7e-eb3e-41c8-9525-28232752a32d · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A segmental hidden semi-Markov model (HSMM)-based diagnostics and prognostics framework and methodology.Mechanical systems and signal processing, 21(5):2248–2266, 2007
Reference 11
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Observation e5f9a376-3c86-4fc1-80bb-f7c3aff33581 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Remaining useful life estimation in prognostics using deep convolution neural networks.Reliability Engineering & System Safety, 172:1–11, 2018
Reference 12
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Observation e1553b2b-4ecd-4f82-addf-cd9ff8ae2cfe · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Prognostics and Health Management of Engineering Systems
Reference 13
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Observation 52ba6209-b8d6-4fb9-bbb5-39e2a5bf80ce · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Remaining useful life estimation–A review on the statistical data driven approaches.European Journal of Operational Research, 213(1):1–14, 2011
Reference 14
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Observation 349ac854-e130-40cd-b3dd-583c867d78f0 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 15
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Observation 4e2bb620-99f1-4a91-95d3-c96d7910cb85 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A deep reinforcement learning approach for maintenance planning of multi-component systems with complex structure.Neural Computing and Applications, 35(21):15549–15562, 2023
Reference 16
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Observation 254c329b-15ee-459b-8bfa-de6859244d54 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A deep reinforcement learning approach for repair-based maintenance of multi-unit systems using proportional hazards model.Reliability Engineering & System Safety, 234:109179, 2023
Reference 17
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Observation 619c45c7-b863-4c96-aac3-0030904856ae · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Guided probabilistic reinforcement learning for sampling-efficient maintenance scheduling of multi-component system.Applied Mathematical Modelling, 119:677–697, 2023
Reference 18
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Observation a1723623-dcdc-4d2a-9fd2-624abc48cbef · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Optimal Adaptive Inspection and Maintenance Planning for Deteriorating Structural Systems.Reliability Engineering & System Safety, 215:107891, 2021
Reference 19
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Observation 8ef9a070-b50d-4a30-838c-b22ba73ad1be · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance.Reliability Engineering & System Safety, 242:109723, 2024
Reference 20
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Observation 1335504f-88ee-4dc5-97c4-0703121306e9 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 21
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Observation e8e3f007-63f1-418e-873f-ab766f2c27c5 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Leaf it to renewal: Improved predictive maintenance policies via renewal theory and decision trees.arXiv preprint arXiv:2509.20145, 2025
Reference 22
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Observation 0bd1e99b-218f-4253-bbd9-13f275b16e16 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Renewal Theory From the Point of View of the Theory of Probability.Transactions of the American Mathematical Society, 63(3):422–438, 1948
Reference 23
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Observation 94578426-016f-46a3-9749-9d769481e840 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Renewal Theory and Its Ramifications.Journal of the Royal Statistical Society Series B: Statistical Methodology, 20(2):243–284, 1958
Reference 24
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Observation 5316cb26-e52c-4fc1-9678-29bebc545172 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Opportunistic replacement of a single part in the presence of several monitored parts.Management Science, 10(1):70–84, 1963
Reference 25
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Observation 3ebf3fb6-ae0e-4435-87b8-d175bef8dd0a · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Maintenance Scheduling for Multicomponent Equipment.AIIE Transac- tions, 9(3):297–305, 1977
Reference 26
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Observation 88bf5116-e269-49b2-895c-0d1df70f3df6 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems An Optimum Group Maintenance Policy.Naval Research Logistics Quarterly, 30 (4):667–674, 1983
Reference 27
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Observation 4485814b-47cc-44db-a96f-b54af634393a · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Generalized Block Replacement Policy with Minimal Repair and General Random Repair Costs for a Multi-unit System.Journal of the Operational Research Society, 42(4):331–341, 1991
Reference 28
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Observation af757d93-c765-48a1-9871-58bbe00c3268 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A survey of maintenance models for multi-unit systems.European Journal of Operational Research, 51(1):1–23, 1991
Reference 29
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Observation 8c6c59ae-3492-4834-9773-6389daf16518 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Availability optimization of systems subject to competing risk.European Journal of Operational Research, 202(3):781–788, 2010
Reference 30
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Observation c2b67d2c-7260-4dce-bd41-5848f1dbca53 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A review on condition-based maintenance optimization models for stochastically deteriorating system.Reliability Engineering & System Safety, 157:54–63, 2017
Reference 31
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Observation 68d3b230-eb24-4181-82e6-f7471947cc54 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A review on maintenance optimization.European Journal of Operational Research, 285(3):805–824, 2020
Reference 32
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Observation 9f51f535-8c1d-4e2d-9f77-087bba4f458b · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems System Maintenance Scheduling With Prognostics Information Using Genetic Algorithm.IEEE Transactions on Reliability, 58(3):539–552, 2009
Reference 33
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Observation bf68ea42-3883-492b-8fa4-5ec4c5b8abc0 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Group machinery intelligent maintenance: Adaptive health prediction and global dynamic maintenance decision-making.Reliability Engineering & System Safety, 252:110426, 2024
Reference 34
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Observation b8fa2fb2-bb9d-45fd-89da-461e4fd25c09 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Optimisation of preventive main- tenance grouping strategy for multi-component series systems: Particle swarm based approach.Computers & Industrial Engineering, 102:440–451, 2016
Reference 35
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Observation 2d803c82-16eb-4e9d-9bc1-3b9c54dc00bb · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Survey of Maintenance and Replacement Models for Maintainability and Reliability of Multi-Item Systems.Reliability Engineering, 16(4):297–309, 1986
Reference 36
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Observation 1d5589a5-9a93-4d91-9124-52deafeb00c1 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Study of a multi-component system with failure interaction.European Journal of Operational Research, 21(3):330–338, 1985
Reference 37
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Observation 7dbdb8a0-bb9a-4e0f-8fc3-493196cb3751 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Oxford University Press, 2020
Reference 38
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Observation d6ac8dd9-748e-471f-8ebd-eeda9a2325a3 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Mean and Variance of Ratio Estimators Used in Fluorescence Ratio Imaging
Reference 39
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Observation 937aa47c-3a0f-4a30-bf91-827fabf87247 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems John Wiley & Sons, 2000
Reference 40
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Observation 761ae21c-9834-41c5-a2a3-1cbb78710093 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems MIT press, 2015
Reference 41
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Observation b71d9a84-f20e-4552-99ed-f293759f439e · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Dynamic Programming.Science, 153(3731):34–37, 1966
Reference 42
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Observation 5d303c5f-88a1-4ac8-b4a9-19f8cdae4938 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Anytime Point-Based Approximations for Large POMDPs
Reference 43
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Observation de297aa3-f789-45ed-87e9-e1ef3e5af5c2 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Planning and acting in partially observable stochastic domains.Artificial Intelligence, 101(1-2):99–134, 1998
Reference 44
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Observation 42979dac-eb0c-4bc4-ad0d-b5498392bc0f · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems MIT press Cambridge, 1998
Reference 45
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Observation 8b16552f-cb5a-43de-8015-87112ecd5e3b · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems The Complexity of Decentralized Control of Markov Decision Processes.Mathematics of Operations Research, 27(4):819–840, 2002
Reference 46
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Observation 238d6995-ff7f-4831-8d4b-431e7745c40d · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Reinforcement Learning: A Survey.Journal of Artificial Intelligence Research, 4:237–285, 1996
Reference 47
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Observation 1603bfdd-f96f-4599-a1a9-0fdb02dff5f9 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems John Wiley & Sons, 2009
Reference 48
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Observation f4ad6b5d-83ea-45b6-a7fd-c9d3e77814e6 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Approximate solution of Markov renewal programs with finite time horizon.SIAM Journal on Control and Optimization, 37(2):502–520, 1999
Reference 49
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Observation dde0c316-58bd-4f61-bda2-d62f6d562d51 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems MIT press, 2022
Reference 50
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Observation 0c1663df-f8bb-490a-acf1-50f6dd97af6b · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Risk-based optimal inspection strategies for structural systems using dynamic Bayesian networks.Structural Safety, 76:68–80, 2019
Reference 51
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Observation 78a73cfe-fc0f-4089-8847-73c4c338cf1a · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 52
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Observation 2d2e1141-eb67-4b3d-9b7b-43f7b6f3d4e0 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A new dynamic predictive maintenance framework using deep learning for failure prognostics.Reliability Engineering & System Safety, 188:251–262, 2019
Reference 53
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Observation dcfa8124-fdfe-4d7d-88fa-22a9e07b9531 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Probabilistic forecasts, calibration and sharpness
Reference 54
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Observation 60fd6bd9-d833-4afe-8cc4-6da053ded854 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Can models fitted to small data samples lead to maintenance policies with near-optimum cost?IMA Journal of Management Mathematics, 6(1):3–12, 1995
Reference 55
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Observation 3b194773-02f5-4c5e-870a-3a04be9a9caf · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Tutorial on Bayesian Optimization
Reference 56
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Observation 1a4bf09e-4e0c-491c-b423-9bf92d591856 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Branch-and-bound algorithms: A survey of recent advances in searching, branching, and pruning.Discrete Optimization, 19:79–102, 2016
Reference 57
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Observation d82122f6-7fcf-44bc-8123-be69f6614e24 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Genetic Algorithm Tutorial.Statistics and Computing, 4(2):65–85, 1994
Reference 58
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Observation bf7560ae-82c1-4ca7-9c56-206a1679ae66 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Adaptive Population Sizing Schemes in Genetic Algorithms
Reference 59
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Observation 4e486eb3-2a3d-4404-b48f-8484458ded0e · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems IOP Publishing, 2000
Reference 60
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Observation 4df49a78-54a5-4f72-afc7-ba204d67518d · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Comparative Analysis of Selection Schemes Used in Genetic Algorithms
Reference 61
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Observation 10346b14-7ca5-4e33-9a9a-c65fa0f458e7 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Parameter Control in Evolutionary Algorithms: Trends and Challenges.IEEE Transactions on Evolutionary Computation, 19(2):167–187, 2014
Reference 62
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Observation a92d16ce-98da-4786-9d3f-376ed1b4249a · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems MIT press, 1998
Reference 63
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Observation c8f5cc6d-e0c6-4f95-aaee-7438c9204186 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Genetic Algorithms in Search, Optimization & Machine Learning.Addison-Wesley, 1989(102): 36, 1989
Reference 64
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Observation f5af876a-9d5a-4e23-a86c-27a1b5635296 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Simulated Binary Crossover for Continuous Search Space
Reference 65
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Observation a24234a4-3595-42c2-aa5b-cd197fab2f90 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II.IEEE Transactions on Evolutionary Computation, 6(2):182–197, 2002
Reference 66
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Observation 02fed75c-db0e-4b0f-8e47-48a237fc139b · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems parent” candidates from which “offspring
Reference 67
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Observation b4bcef3f-9620-4562-a2dc-b0e822984d03 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 68
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Observation 2373d454-fc8a-4413-860d-517f48cb1f3a · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 69
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Observation 426a5430-d60e-41bc-8884-0279ddec547a · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems ,ln(ϵ(i) n )]from the MVN distribution in Equation (33)
Reference 70
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Observation 45da54d3-d325-453f-9640-48ec8ec93d14 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 71
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Observation 2fa72d1f-c105-430c-830f-3285d39272d3 · outbound
Branching out: Prognostics-Based Replacement Policies for Series Systems Unresolved cited work
Reference 72
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