EDMANS
Engineering Data Mining and Numerical Simulations
Publications (30) Publications in which a researcher has participated View referenced research data.
2025
2019
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Life cycle assessment of a traditional brick manufacture improvement
Revista Internacional de Contaminacion Ambiental, Vol. 35, Núm. 1, pp. 195-206
2018
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A novel hybrid strip finishing process to improve mechanical properties and reduce energy consumption
International Journal of Material Forming, pp. 1-17
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Metamodel-based design optimization of structural one-way slabs based on deep learning neural networks to reduce environmental impact
Engineering Structures, Vol. 155, pp. 91-101
2017
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Assessment of microproject-based teaching/learning (MicroPBL) experience in industrial engineering degrees
Proceedings of the HEAd’17. 3rd International Conference on Higher Education Advances (Editorial Universitat Politècnica de València), pp. 268-276
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Estimation of daily global horizontal irradiation using extreme gradient boosting machines
Advances in Intelligent Systems and Computing, pp. 105-113
2014
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Advanced predictive system using artificial intelligence for cleaning of steel coils
Ironmaking and Steelmaking, Vol. 41, Núm. 4, pp. 262-269
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Hybrid modelling of multilayer perceptron ensembles for predicting the response of bolted lap joints
Logic Journal of the IGPL, Vol. 23, Núm. 3, pp. 451-462
2013
2012
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Combining genetic algorithms and the finite element method to improve steel industrial processes
Journal of Applied Logic, Vol. 10, Núm. 4, pp. 298-308
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Mining association rules from time series to explain failures in a hot-dip galvanizing steel line
Computers and Industrial Engineering, Vol. 63, Núm. 1, pp. 22-36
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Modelling a skin-pass rolling process by means of data mining techniques and finite element method
Journal of Iron and Steel Research International, Vol. 19, Núm. 5, pp. 43-49
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Multilayer-perceptron network ensemble modeling with genetic algorithms for the capacity of bolted lap joint
Lecture Notes in Computer Science, Vol. 7208 LNAI, Núm. PART 1, pp. 545-556
2011
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A new teaching tool on the European space for higher education: Fusion of laboratory and research results
Research in Engineering Education Symposium 2011, REES 2011, pp. 235-243
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Genetic algorithms combined with the finite elements method as an efficient methodology for the design of tapered roller bearings
Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011 (Advances in Intelligent and Soft Computing, 87), pp. 243-252
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Improving Steel Industrial Processes Using Genetic Algorithms and Finite Element Method
Advances in Intelligent and Soft Computing, 87 (SPRINGER-VERLAG), pp. 233-241
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Optimising tension levelling process by means of genetic algorithms and finite element method
Ironmaking and Steelmaking, Vol. 38, Núm. 1, pp. 45-52
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Realistic modelling and optimization of the steel section cooling process.
Ironmaking and Steelmaking, Vol. 38, Núm. 1, pp. 17-27
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Study of the geometry of a voided brick using non-rectangular perforations to optimize its thermal properties
Energy and Buildings, Vol. 43, Núm. 9, pp. 2494-2498
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Using genetic algorithms to optimize the material behaviour model in finite element models of processes with cyclic loads
Journal of Strain Analysis for Engineering Design, Vol. 46, Núm. 2, pp. 143-159