OOIR: Observatory of International Research

Papers

(The TQCC of Proceedings of the Institution of Mechanical Engineers Part O-Journal is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms	20
A novel risk assessment process: Application to an autonomous inland waterways ship	17
A sensor fusion based approach for bearing fault diagnosis of rotating machine	16
On the use of leading safety indicators in maritime and their feasibility for Maritime Autonomous Surface Ships	14
Availability analysis and maintenance optimization for multiple failure mode systems considering imperfect repair	14
Applications of deep learning in big data analytics for aircraft complex system anomaly detection	12
Toward a hybrid causal framework for autonomous vehicle safety analysis	11
Modelling software reliability growth through generalized inflection S-shaped fault reduction factor and optimal release time	9
Risk assessment of wheel polygonization on high-speed trains based on Bayesian networks	8
Inference of a competing risks model with partially observed failure causes under improved adaptive type-II progressive censoring	8
Communication architecture for autonomous passenger ship	8
On the reliability and optimal maintenance of systems under a generalized mixed δ-shock model	8
A failure prediction model for corrosion in gas transmission pipelines	8
Reliability assessment of autonomous vehicles based on the safety control structure	8
Observed and unobserved heterogeneity in failure data analysis	7
A multi-objective model for resource allocation in disaster situations to enhance the organizational resilience and maximize the value of business continuity with considering events interactions	7
Automatic simulation-based testing of autonomous ships using Gaussian processes and temporal logic	7
Deep learning health state prognostics of physical assets in the Oil and Gas industry	7
Reliability optimization design of deformation of CNC lathe spindle considering thermal effect	6
All-terminal network reliability estimation using convolutional neural networks	6
Reliability analysis of an extended shock model	6
Optimizing a joint reliability-redundancy allocation problem with common cause multi-state failures using immune algorithm	6
A combined approach of convolutional neural networks and machine learning for visual fault classification in photovoltaic modules	6
Optimal interception strategy of air defence missile system considering multiple targets and phases	6
Reliability analysis for systems subject to mutually dependent degradation and shock processes	6

Reliability modeling for multi-state systems with a protective device considering multiple triggering mechanism	6
Remaining useful life prediction method for machine tools based on meta-action theory	5
Using expert judgement techniques to assess reliability for long service-life components: An application to railway wheelsets	5
Bearing remaining useful life prediction with an improved CNN-LSTM network using an artificial gorilla troop optimization algorithm	5
BEPU robustness analysis via perturbed law-based sensitivity indices	5
Operational safety of automated and human driving in mixed traffic environments: A perspective of car-following behavior	5
Combining first prediction time identification and time-series feature window for remaining useful life prediction of rolling bearings with limited data	5
Risk assessment of collisions of an autonomous passenger ferry	5
A fire risk assessment method based on the combination of quantified safety checklist and structure entropy weight for shopping malls	5
Early fault diagnosis of ball screws based on 1-D convolution neural network and orthogonal design	5
Opportunistic perfect preventive maintenance policy in presence of masked data	5
The assessment and selection of suppliers using AHP and MABAC with type-2 fuzzy numbers in automotive industry	5
Collaborative data-driven reliability analysis of multi-state fault trees	5
On the causation correlation of maritime accidents based on data mining techniques	4
Risk-informed control systems for improved operational performance and decision-making	4
Using LSTM neural network to predict remaining useful life of electrolytic capacitors in dynamic operating conditions	4
Revisit to progressively Type-II censored competing risks data from Lomax distributions	4
Residual life-based importance measures for predictive maintenance decision-making	4
Reliability analysis and selective maintenance for multistate queueing system	4
Simulation-based dynamic probabilistic risk assessment of an internal flooding-initiated accident in nuclear power plant using THALES2 and RAPID	4
Importance measure-based resilience analysis of a wind power generation system	4
Reliability analysis and optimal replacement for a k-out-of-n system under a δ-shock model	4
Multi-objective imperfect selective maintenance optimization for series-parallel systems with stochastic mission duration	4
A new risk assessment method based on belief rule base and fault tree analysis	4
An MEWMA-based segmental multivariate hidden Markov model for degradation assessment and prediction	4
The need for and conceptual design of an AI model-based Integrated Flight Advisory System	4
Combining BERT with numerical variables to classify injury leave based on accident description	4
A novel structural safety assessment method of large liquid tank based on the belief rule base and finite element method	4
An AdaBoost-based tree augmented naive Bayesian classifier for transient stability assessment of power systems	4
Computing reliability indices of a wind power system via Markov chain modelling of wind speed	4
A Combined Maintenance Strategy Considering Spares, Buffer, and Quality	3
A new failure times model for one and two failure modes system: A Bayesian study with Hamiltonian Monte Carlo simulation	3
Fault diagnosis method of peak-load-regulation steam turbine based on improved PCA-HKNN artificial neural network	3
Integrated planning framework for preventive maintenance grouping: A case study for a conveyor system in the Chilean mining industry	3
A comparison of hazard analysis methods capability for safety requirements generation	3
A study of the different relations between disruptive events and human factors and their effects on maintenance performance	3
Remaining useful life estimation based on the joint use of an observer and a hidden Markov model	3
An active learning method combining adaptive kriging and weighted penalty for structural reliability analysis	3
Failure prognosis of the components with unlike degradation trends: A data-driven approach	3
Developing next generation marine risk analysis for ships: Bio-inspiration for building immunity	3
MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data	3
A nonlinear Wiener degradation model integrating degradation data under accelerated stresses and real operating environment	3
A fault diagnostic system based on Petri nets and gray relational analysis for train–ground wireless communication systems	3
Unsupervised incremental transfer learning with knowledge distillation for online remaining useful life prediction of rotating machinery	3
A framework based on Natural Language Processing and Machine Learning for the classification of the severity of road accidents from reports	3
Risk-based maintenance optimization of aircraft gas turbine engine component	3
Dynamic and adaptive grouping maintenance strategies: New scalable optimization algorithms	3
Reliability evaluation of repairable systems considering component heterogeneity using frailty model	3
A new approach in the mean residual lifetime evaluation of a multi-state system	3
A new gamma degradation process with random effect and state-dependent measurement error	3

Subset simulation for optimal sensors positioning based on value of information	3
A two-stage Gaussian process regression model for remaining useful prediction of bearings	3
Using formal methods for autonomous systems: Five recipes for formal verification	3
An intelligent fault diagnosis framework based on piecewise aggregate approximation, statistical moments, and sparse autoencoder	3
Condition-based maintenance in hydroelectric plants: A systematic literature review	3
Evolving extreme events caused by climate change: A tail based Bayesian approach for extreme event risk analysis	3
Turning tool life reliability analysis based on approximate Bayesian theory	3
Application of self-attention conditional deep convolutional generative adversarial networks in the fault diagnosis of planetary gearboxes	3
Assessing autonomous ship navigation using bridge simulators enhanced by cycle-consistent adversarial networks	3
Generalized mixed shock model for multi-component systems in the shock environment with a change point	2
Toward a framework for risk monitoring of complex engineering systems with online operational data: A deep learning-based solution	2
A Bayesian Belief Network method for bridge deterioration detection	2
Editorial for the special issue on the International Workshop on Autonomous System Safety (IWASS)	2
Residual life estimation of lithium-ion batteries based on nonlinear Wiener process with measurement error	2
Reliability analysis of fail-safe systems with heterogeneous and dependent components subject to random shocks	2
Reliability assessment of the standby system with dependent components by bivariate exponential distributions	2
An efficient non-probabilistic importance analysis method based on MDRM and Taylor series expansion	2
Stability and performance analysis of wireless powered communication networks	2
Optimal multi-kernel local fisher discriminant analysis for feature dimensionality reduction and fault diagnosis	2
Improved SSD-assisted algorithm for surface defect detection of electromagnetic luminescence	2
Reliability analysis of complex multi-state system based on universal generating function and Bayesian Network	2
Reliability analysis of bathtub-shaped distribution using empirical Bayesian and E-Bayesian estimations under progressive Type-II censoring	2
Automatic semantic knowledge extraction from electronic forms	2
A comparison between computer vision- and deep learning-based models for automated concrete crack detection	2
Petri nets-based method for operational risk analysis in supply chains based on timeliness and recovery time	2
Aircraft system-level diagnosis with emphasis on maintenance decisions	2
Reliability analysis and state transfer scheduling optimization of degrading load-sharing system equipped with warm standby components	2
Semi-Markov models of inspection-based maintenance with empirical data from case studies on hydrant pumps	2
Reliability evaluation of consecutive k-out-of-m: F balanced systems with a symmetry line	2
Redundancy allocation optimization for multi-state system with hierarchical performance requirements	2
Multi-objective optimal maintenance strategy considering imperfect preventive maintenance: A case study on railway VOBC	2
Reliability analysis of PVD-coated carbide tools during high-speed machining of Inconel 800	2
Algorithmic performance constraints for wind turbine condition monitoring via convolutional sparse coding with dictionary learning	2
On preventive maintenance of k-out-of-n systems subject to fatal shocks	2
Reliability optimization in series-parallel and parallel-series systems subject to random shocks	2
Reliability analysis of the anti-sliding of a retaining wall subjected to seismic loads	2
A novel approach based on fault tree analysis and Bayesian network for multi-state reliability analysis of complex equipment systems	2
A comparative study of data-driven and physics-based gas turbine fault recognition approaches	2
Evaluation for machine tool components importance based on improved LeaderRank	2
Remaining useful life prediction of implicit linear Wiener degradation process based on multi-source information	2
A reliability assessment approach for slab track structure based on vehicle-track dynamics and surrogate model	2
Estimation for Kies distribution with generalized progressive hybrid censoring under partially observed competing risks model	2
Optimizing inspection plan for corroded pipeline with considering imperfect maintenance	2
System reliability analysis of a lamp problem by simulation	2
A method for transformation from dynamic fault tree to binary decision diagram	2
Fatigue reliability assessment method for wind power gear system based on multidimensional finite element method	2
A time-varying reliability-based robust design method considering overall efficiency of axial piston pump	2
A resilient network recovery framework against cascading failures with deep graph learning	2
An algorithmic reliability evaluation approach for a multi-state k-out-of-n:G system with nonidentical and large number of components	2
Redundancy allocation of heterogeneous components by simulation-based optimization	2
Software reliability and cost models with warranty and life cycle	2
Reliability of mission-based k-out-of-n systems with exponential phase durations and component lifetimes	2
A hybrid maintenance policy with fixed periodic structure and opportunistic replacement	2
Analyze periodic inspection and replacement policy of a shock and wear model with phase-type inter-shock arrival times using roots method	2
Allocating hot standbys to randomly weighted k-out-of-n: G systems	2
Estimation in a multicomponent stress-strength model for progressive censored lognormal distribution	2
Misspecification of copula for one-shot devices under constant stress accelerated life-tests	2
Imperfect condition-based maintenance for a gamma degradation process in presence of unknown parameters	2