Rodolfo E. Haber - Publications, H-index & Citations

Rodolfo E. Haber

CSIC and Universidad Politécnica de Madrid

37H指数

301论文数

5.0K被引数

收录论文 50

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

Sustainability metrics targeted optimization and electric discharge process modelling by neural networks

SCIENTIFIC REPORTS

IF3.9

2025-01-27

OAAI

Sana, Muhammad; Asad, Muhammad; Farooq, Muhammad Umar; Tlija, Mehdi; Haber, Rodolfo

Sustainable machining of Inconel 718 using minimum quantity lubrication: Artificial intelligence-based process modelling

HELIYON

IF3.6

2024-08-01

OAAI

Farooq, Muhammad Umar; Kumar, Raman; Khan, Anamta; Singh, Jagdeep; Anwar, Saqib; Verma, Amit; Haber, Rodolfo

Enhancing high-speed EDM performance of hybrid aluminium matrix composite by genetic algorithm integrated neural network optimization

JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T

IF6.6

2024-07-01

OAAI

Ali, Muhammad Asad; Mufti, Nadeem Ahmad; Sana, Muhammad; Tlija, Mehdi; Farooq, Muhammad Umar; Haber, Rodolfo

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

Predictive modelling framework on the basis of artificial neural network: A case of nano-powder mixed electric discharge machining

HELIYON

IF3.6

2023-12-01

OAAI

Sana, Muhammad; Farooq, Muhammad Umar; Anwar, Saqib; Haber, Rodolfo

Exploring the intricacies of machine learning- based optimization of electric discharge machining on squeeze cast TiB2/AA6061 composites: Insights from morphological, and microstructural aspects in the surface structure analysis of recast layer formation and worn-out analysis

JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T

IF6.6

2023-09-01

OAAI

Kumar, Raman; Channi, Arvinder Singh; Kaur, Rupinder; Sharma, Shubham; Grewal, Jasmaninder Singh; Singh, Sehijpal; Verma, Amit; Haber, Rodolfo

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

A Novel Flushing Mechanism to Minimize Roughness and Dimensional Errors during Wire Electric Discharge Machining of Complex Profiles on Inconel 718

MATERIALS

IF3.2

2022-10-20

OAAI

Farooq, Muhammad Umar; Anwar, Saqib; Kumar, M. Saravana; AlFaify, Abdullah; Ali, Muhammad Asad; Kumar, Raman; Haber, Rodolfo

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

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

The fuzzy Kalman filter: Improving its implementation by reformulating uncertainty representation

FUZZY SETS AND SYSTEMS

IF2.7

2021-01-01

PREAI

Matia, Fernando; Jimenez, Victor; Alvarado, Biel P.; Haber, Rodolfo

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.

Computer Vision System for Welding Inspection of Liquefied Petroleum Gas Pressure Vessels Based on Combined Digital Image Processing and Deep Learning Techniques

SENSORS

IF3.5

2020-08-12

OAAI

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

研究方向