Fernando Castaño - Publications, H-index & Citations

Fernando Castaño

CSIC and Universidad Politécnica de Madrid

22H指数

76论文数

1.4K被引数

收录论文 18

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

Long Short-Term Memory Mixture Density Network for Remaining Useful Life Prediction of IGBTs 长短期记忆混合密度网络用于IGBTs剩余使用寿命预测

Technologies 2025, Vol. 13, Page 321

IF3.6

2025-08-22

PREAI

Yarens J. Cruz; Fernando Castaño; 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.

Interoperable software platforms for introducing artificial intelligence components in manufacturing: A meta-framework for security and privacy 用于在制造业中引入人工智能组件的可互操作软件平台: 用于安全和隐私的元框架

HELIYON

IF3.6

2024-02-01

OAAI

Alonso, Ruben; Haber, Rodolfo E.; Castano, Fernando; Recupero, Diego Reforgiato

Sustainability-focused optimization of fused-deposition component design and manufacturing

SUSTAINABLE MATERIALS AND TECHNOLOGIES

IF9.2

2023-09-01

PREAI

Quiza, Ramon; Rivas, Marcelino; Haber, Rodolfo E.; Beruvides, Gerardo; Castano, Fernando

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

Sustainable Green Human Resource Management Practices in Educational Institutions: An Interpretive Structural Modelling and Analytic Hierarchy Process Approach

SUSTAINABILITY

IF3.3

2022-10-09

OAAI

Goel, Pankaj; Mehta, Sandhya; Kumar, Raman; Castano, Fernando

Needs, Requirements and a Concept of a Tool Condition Monitoring System for the Aerospace Industry 航空航天业刀具状态监测系统的需求，要求和概念

SENSORS

IF3.5

2021-07-27

OAAI

Bombinski, Sebastian; Kossakowska, Joanna; Nejman, Miroslaw; Haber, Rodolfo E.; Castano, Fernando; Fularski, Robert

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.

Towards 'Lean Industry 4.0' - Current trends and future perspectives

COGENT BUSINESS & MANAGEMENT

IF2.9

2020-06-22

OAAI

Ejsmont, Krzysztof; Gladysz, Bartlomiej; Corti, Donatella; Castano, Fernando; Mohammed, Wael M.; Martinez Lastra, Jose L.

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.

Characterization of tool-workpiece contact during the micromachining of conductive materials

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2017-01-01

PREAI

Castano, Fernando; Haber, Rodolfo E.; del Toro, Raul M.

Surface roughness modeling and optimization of tungsten-copper alloys in micro-milling processes

MEASUREMENT

IF5.6

2016-05-01

PREAI

Beruvides, Gerardo; Castano, Fernando; Quiza, Ramon; Haber, Rodolfo E.

Conductance sensing for monitoring micromechanical machining of conductive materials

SENSORS AND ACTUATORS A-PHYSICAL

IF4.9

2015-08-01

PREAI

Castano, Fernando; del Toro, Raul M.; Haber, Rodolfo E.; Beruvides, Gerardo

研究方向