Latest Research in Reliability and Maintenance Optimization

19 research papers · 2026 median publication year

Top Research Topics in Reliability and Maintenance Optimization

Highest-Cited Papers

  1. Research on Dynamic Planning of a Modular Cabin Assembly Sequence for Large Cruise Ships Based on an Improved Genetic Algorithm
  2. Predictive Opportunistic Maintenance for k-out-of-n Systems with Heterogeneous Two-Stage Degradation
  3. To charge or to transfer? Coupled scheduling in smart operating rooms with reinforcement learning-based neighborhood search
  4. Uncertainty-Aware Conflict Detection Against Operator-Conditioned Weather Hazards
  5. Optimal Preventive Maintenance for Systems Based on Copula and Survival Signature Under Random Inspection
  6. Parameterized Complexity of Scheduling Problems in Robotic Process Automation
  7. A Two-Layer Multi-Agent Deep Reinforcement Learning Framework for Flexible Job-Shop Scheduling with Multiple Batch-Processing Machines
  8. A SETUP-AWARE DEEP REINFORCEMENT LEARNING FRAMEWORK FOR SINGLE-MACHINE SCHEDULING WITH SEQUENCE-DEPENDENT SETUP TIMES USING PROXIMAL POLICY OPTIMIZATION (PPO)
  9. Candidate Intermediary Node Deployment Under the Linear Threshold Model: A Branch-and-Benders-Cut Approach
  10. Stochastic dynamic programming for condition-based maintenance and production considering predetermined demand and maintenance delay in a finite planning horizon
  11. Tractable Relaxations of Multivariate Stochastic Dominance via Optimal Transport and CVaR
  12. Maintenance modelling of a multi-state critical system subject to inspection defaults and errors
  13. Maintenance policy optimization for multi-component systems with stochastic degradation and visit-level economic dependencies
  14. Dynamic Scheduling and Resource Optimization Algorithm for Union Activities by Integrating Transformer and Reinforcement Learning
  15. Fixed-Haven Reservation for Online Multi-Agent Pickup and Delivery in Dense Warehouses
  16. Attention-Enhanced Dual-Critic DRL for Parallel-Machine Scheduling with Sequence-Dependent Setups and Mandatory Shutdown Windows in Plastic Woven Packaging
  17. Continuous Computational Social Choice: A Case Study in Bribery
  18. Real-Time Recognition of Airport Surfaces and Horizontal Markings for Airside Driver Assistance: Model Comparison and Embedded Feasibility
  19. Staged Fine-Tuning of Large Language Models for Multi-Level Space Station Operation Mission Planning
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3

Reliability and Maintenance Optimization

19 papers

Top Topics (10)

Reliability and Maintenance Optimization5
Scheduling and Optimization Algorithms3
Manufacturing Process and Optimization1
Healthcare Operations and Scheduling Optimization1
Robotics1
Data Structures and Algorithms1
Vehicle Routing Optimization Methods1
Probability1
Resource-Constrained Project Scheduling1
Multiagent Systems1

Top Publications (19)

1.Research on Dynamic Planning of a Modular Cabin Assembly Sequence for Large Cruise Ships Based on an Improved Genetic Algorithm2.Predictive Opportunistic Maintenance for k-out-of-n Systems with Heterogeneous Two-Stage Degradation3.To charge or to transfer? Coupled scheduling in smart operating rooms with reinforcement learning-based neighborhood search4.Uncertainty-Aware Conflict Detection Against Operator-Conditioned Weather Hazards5.Optimal Preventive Maintenance for Systems Based on Copula and Survival Signature Under Random Inspection6.Parameterized Complexity of Scheduling Problems in Robotic Process Automation7.A Two-Layer Multi-Agent Deep Reinforcement Learning Framework for Flexible Job-Shop Scheduling with Multiple Batch-Processing Machines8.A SETUP-AWARE DEEP REINFORCEMENT LEARNING FRAMEWORK FOR SINGLE-MACHINE SCHEDULING WITH SEQUENCE-DEPENDENT SETUP TIMES USING PROXIMAL POLICY OPTIMIZATION (PPO)9.Candidate Intermediary Node Deployment Under the Linear Threshold Model: A Branch-and-Benders-Cut Approach10.Stochastic dynamic programming for condition-based maintenance and production considering predetermined demand and maintenance delay in a finite planning horizon11.Tractable Relaxations of Multivariate Stochastic Dominance via Optimal Transport and CVaR12.Maintenance modelling of a multi-state critical system subject to inspection defaults and errors13.Maintenance policy optimization for multi-component systems with stochastic degradation and visit-level economic dependencies14.Dynamic Scheduling and Resource Optimization Algorithm for Union Activities by Integrating Transformer and Reinforcement Learning15.Fixed-Haven Reservation for Online Multi-Agent Pickup and Delivery in Dense Warehouses16.Attention-Enhanced Dual-Critic DRL for Parallel-Machine Scheduling with Sequence-Dependent Setups and Mandatory Shutdown Windows in Plastic Woven Packaging17.Continuous Computational Social Choice: A Case Study in Bribery18.Real-Time Recognition of Airport Surfaces and Horizontal Markings for Airside Driver Assistance: Model Comparison and Embedded Feasibility19.Staged Fine-Tuning of Large Language Models for Multi-Level Space Station Operation Mission Planning
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.