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Ricardo Novella

Polytechnic University of Valencia

Spain

SCHOLARLY PAPERS

6

DOWNLOADS

315

TOTAL CITATIONS

11

Scholarly Papers (6)

Application of machine learning to reconstruct flamelet tables based on an unsteady flamelet progress variable approach

Number of pages: 11 Posted: 29 Nov 2025
Graz University of Technology, Know Center Research GmbH, affiliation not provided to SSRN, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 56 (1,049,673)

Abstract:

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flamelets, gradient boosting, combustion modeling, Machine learning, unsteady flamelet/progress variable approach

Application of machine learning to reconstruct flamelet tables based on an unsteady flamelet progress variable approach

Number of pages: 12 Posted: 07 Apr 2026
Graz University of Technology, Know Center Research GmbH, affiliation not provided to SSRN, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 17 (1,579,999)

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flamelets, gradient boosting, combustion modeling, machine learning, unsteady flamelet/progress variable approach

2.

Predictive Ecms Based on Speed Forecasting and Battery SOC Planning for the Control of a Heavy-Duty Fuel Cell Vehicle for Real-World Driving

Number of pages: 22 Posted: 12 Jul 2023
affiliation not provided to SSRN, University of Naples Federico II, University of Naples Federico II, affiliation not provided to SSRN, Polytechnic University of Valencia and affiliation not provided to SSRN
Downloads 62 (951,658)
Citation 9

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Hydrogen, Proton Exchange Membrane Fuel Cell, Predictive Energy Management Strategy, Fuel cell hybrid electric vehicle, Realistic Driving conditions, Battery SOC planning

3.

Evaluation of Cng Engine Conversion to Hydrogen Fuel for Stationary and Transient Operations

Number of pages: 58 Posted: 09 Oct 2024
affiliation not provided to SSRN, Polytechnic University of Valencia, affiliation not provided to SSRN and University of Naples Parthenope
Downloads 61 (980,173)

Abstract:

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CNG HD enginesH2 HD enginesDirect and port fuel injectionHomologation cyclesStationary conditions

4.

Assessment of Performance and Durability in Realistic Driving Conditions for a Heavy-Duty Fuel Cell Vehicle Using an Advanced Degradation Model with Predictive Ecms

Number of pages: 18 Posted: 22 Aug 2023
affiliation not provided to SSRN, University of Naples Federico II, University of Naples Federico II, Polytechnic University of Valencia and affiliation not provided to SSRN
Downloads 51 (1,052,702)

Abstract:

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Hydrogen, MEA degradation, Predictive Energy Management Strategy, Velocity forecasting, Fuel cell hybrid electric vehicle, Realistic Driving conditions

5.

Hydrogen Consumption and Durability Assessment of Fuel Cell Vehicles in Realistic Driving

Number of pages: 31 Posted: 12 Oct 2023
affiliation not provided to SSRN, University of Naples Federico II, University of Naples Federico II, Polytechnic University of Valencia and affiliation not provided to SSRN
Downloads 37 (1,236,159)
Citation 2

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hydrogen, MEA degradation, Predictive Energy Management Strategy, Velocity forecasting, Fuel cell hybrid electric vehicle, Realistic Driving conditions

6.

Numerical Investigation of Oxy-Fuel Combustion Combined with Oxymethylene Ether: A Novel Strategy for Nox and Soot Emissions Reduction

Number of pages: 46 Posted: 05 Dec 2023
Polytechnic University of Valencia, Polytechnic University of Valencia, Polytechnic University of Valencia, Polytechnic University of Valencia and Polytechnic of Milan
Downloads 31 (1,318,317)

Abstract:

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Internal combustion engines, CFD simulation, Emissions reduction, Alternative fuel, OMEx, oxy-fuel combustion