Alberto Villalonga - Publications, H-index & Citations

Alberto Villalonga

CSIC and Universidad Politécnica de Madrid

16H指数

38论文数

895被引数

收录论文 10

发表时间

Integrating AutoML and LLMs to streamline the optimisation of production processes. A case study on GAMHE 5.0 pilot line 集成AutoML和LLMs以简化生产过程的优化。GAMHE 5.0试点生产线的一个案例研究

International Journal of Production Research

IF7.3

2026-02-22

OAAI

Yarens J. Cruz; Fernando Castaño; Alberto Villalonga; Ramón Quiza; Rodolfo E. Haber

Early defect detection in thermo-insulating panels: A case study on quality inspection 热绝缘板早期缺陷检测：质量检验案例分析

The International Journal of Advanced Manufacturing Technology

IF0

2025-12-04

OAAI

Rubén Alonso; Fernando Castaño; Yarens J. Cruz; Alberto Villalonga; Rodolfo E. Haber

Automated machine learning methodology for optimizing production processes in small and medium-sized enterprises 优化中小型企业生产流程的自动化机器学习方法

OPERATIONS RESEARCH PERSPECTIVES

IF3.7

2024-06-01

OAAI

Cruz, Yarens J.; Villalonga, Alberto; Castana, Fernando; Rivas, Marcelino; Haber, Rodolfo E.

Data-Driven Insights on Time-to-Failure of Electromechanical Manufacturing Devices: A Procedure and Case Study

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-05-01

OAAI

Castano, Fernando; Cruz, Yarens J.; Villalonga, Alberto; Haber, Rodolfo E.

A two-step machine learning approach for dynamic model selection: A case study on a micro milling process

COMPUTERS IN INDUSTRY

IF9.1

2022-12-01

PREAI

Cruz, Yarens J.; Rivas, Marcelino; Quiza, Ramon; Haber, Rodolfo E.; Castano, Fernando; Villalonga, Alberto

Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process

COMPUTERS IN INDUSTRY

IF9.1

2021-12-01

OAAI

Cruz, Yarens J.; Rivas, Marcelino; Quiza, Ramon; Villalonga, Alberto; Haber, Rodolfo E.; Beruvides, Gerardo

A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins 基于数字孪生的信息物理生产系统动态调度决策框架

ANNUAL REVIEWS IN CONTROL

IF10.7

2021-01-01

OAAI

Villalonga, Alberto; Negri, Elisa; Biscardo, Giacomo; Castano, Fernando; Haber, Rodolfo E.; Fumagalli, Luca; Macchi, Marco

Cloud-Based Industrial Cyber-Physical System for Data-Driven Reasoning: A Review and Use Case on an Industry 4.0 Pilot Line

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2020-09-01

OAAI

Villalonga, Alberto; Beruvides, Gerardo; Castano, Fernando; Haber, Rodolfo E.

Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction 具有间隙和摩擦的超精密运动系统的基于数字孪生的优化

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Haber Guerra, Rodolfo; Quiza, Ramon; Villalonga, Alberto; Arenas, Javier; Castano, Fernando

Self-Tuning Method for Increased Obstacle Detection Reliability Based on Internet of Things LiDAR Sensor Models

SENSORS

IF3.5

2018-05-10

OAAI

Castano, Fernando; Beruvides, Gerardo; Villalonga, Alberto; Haber, Rodolfo E.

研究方向