Latest Research in Time Series Analysis and Forecasting
9 research papers · 2026 median publication year
Top Research Topics in Time Series Analysis and Forecasting
- Machine Fault Diagnosis Techniques — 3 papers
- Time Series Analysis and Forecasting — 2 papers
- Advanced Queuing Theory Analysis — 1 papers
- Advanced Statistical Process Monitoring — 1 papers
- Distributed Sensor Networks and Detection Algorithms — 1 papers
- Systems and Control — 1 papers
Highest-Cited Papers
- A 3-level interpretable data-driven framework for operational analysis of industrial centrifugal pumps
- AviChain: A Permissioned Blockchain Architecture for Tamper-Evident Aviation Maintenance Records with Integrated GRU-Based Remaining Useful Life Prediction
- Beyond Detection Rate: What Transfers in Condition Monitoring—and What Does Not
- An Interconnected Neuro-Fuzzy Architecture for Production-Line Performance Prediction in Industrial Manufacturing Systems
- High-Dimensional Clustering-Driven Performance Evaluation and Mutation-Centric Early Warning for Marine Diesel Engines
- A Novel Entropy-Based EWMA Monitoring Scheme for Detecting Information Degradation Under Progressive Type-II Censoring
- Prognostics for the Consumable Centrepost - Knowing When to Replace It
- CA-MC-Transformer: An Operating Condition-Adaptive and Multi-Scale Convolution-Enhanced Transformer Architecture for Furnace Temperature Prediction
- Integrating Prognostics, Maintenance, and Tail Assignment under Remaining Useful Life Uncertainty: A Stochastic Optimisation Approach for Airline Reliability