# Marco S. Reis

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/marco-s-reis/

## Facts

| Field | Value |
| --- | --- |
| Citations | 4,502 |
| Field | Fault Detection and Control Systems |
| h-index | 32 |
| i10-index | 110 |
| Last Known Institution | Ceres |
| OpenAlex ID | https://openalex.org/A5006529383 |
| ORCID iD | 0000-0002-4997-8865 |
| Works | 265 |

## Researcher papers

- [Industrial Process Monitoring in the Big Data/Industry 4.0 Era: from Detection, to Diagnosis, to Prognosis](https://scholariq.org/papers/industrial-process-monitoring-in-the-big-data-industry-4-0-era-from-detection-to/)
- [Recent trends on hybrid modeling for Industry 4.0](https://scholariq.org/papers/recent-trends-on-hybrid-modeling-for-industry-4-0/)
- [Quality by design in pharmaceutical manufacturing: A systematic review of current status, challenges and future perspectives](https://scholariq.org/papers/quality-by-design-in-pharmaceutical-manufacturing-a-systematic-review-of-current/)
- [How Can SMEs Benefit from Big Data? Challenges and a Path Forward](https://scholariq.org/papers/how-can-smes-benefit-from-big-data-challenges-and-a-path-forward/)
- [Fault detection in the Tennessee Eastman benchmark process using dynamic principal components analysis based on decorrelated residuals (DPCA-DR)](https://scholariq.org/papers/fault-detection-in-the-tennessee-eastman-benchmark-process-using-dynamic/)
- [A systematic comparison of PCA‐based Statistical Process Monitoring methods for high‐dimensional, time‐dependent Processes](https://scholariq.org/papers/a-systematic-comparison-of-pca-based-statistical-process-monitoring-methods-for/)
- [Defining the structure of DPCA models and its impact on process monitoring and prediction activities](https://scholariq.org/papers/defining-the-structure-of-dpca-models-and-its-impact-on-process-monitoring-and/)
- [Data-driven methods for batch data analysis – A critical overview and mapping on the complexity scale](https://scholariq.org/papers/data-driven-methods-for-batch-data-analysis-a-critical-overview-and-mapping-on/)
- [FlatFish - a compact subsea-resident inspection AUV](https://scholariq.org/papers/flatfish-a-compact-subsea-resident-inspection-auv/)
- [Advantage of Using Decorrelated Residuals in Dynamic Principal Component Analysis for Monitoring Large-Scale Systems](https://scholariq.org/papers/advantage-of-using-decorrelated-residuals-in-dynamic-principal-component/)
- [An interpretable unsupervised Bayesian network model for fault detection and diagnosis](https://scholariq.org/papers/an-interpretable-unsupervised-bayesian-network-model-for-fault-detection-and/)

## Researcher topics

- [Fault Detection and Control Systems](https://scholariq.org/topics/fault-detection-and-control-systems/)
- [Spectroscopy and Chemometric Analyses](https://scholariq.org/topics/spectroscopy-and-chemometric-analyses/)
- [Advanced Statistical Process Monitoring](https://scholariq.org/topics/advanced-statistical-process-monitoring/)
- [Mineral Processing and Grinding](https://scholariq.org/topics/mineral-processing-and-grinding/)
- [Advanced Control Systems Optimization](https://scholariq.org/topics/advanced-control-systems-optimization/)

## Researcher university

- [Ceres](https://scholariq.org/institutions/ceres/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.