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Machine Learning Approaches for the Prediction of Gas Turbine Transients
NGUEMBANG FADJA, Arnaud; Cota, Giuseppe; Bertasi, Francesco; Riguzzi, Fabrizio; Losi, Enzo; Manservigi, Lucrezia; Venturini, Mauro; Bechini, Giovanni
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JOURNAL OF COMPUTER SCIENCE
Vol. 20, No. 5, pp: 495-510, Anno: 2024 |
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Methodology to Monitor Early Warnings Before Gas Turbine Trip
Losi, E.; Venturini, M.; Manservigi, L.; Bechini, G.
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 146, No. 5, pp: 1-12, Anno: 2024 |
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Optimal Selection and Operation of Pumps As Turbines for Maximizing Energy Recovery
Manservigi, L.; Venturini, M.; Losi, E.; Castorino, G. A. M.
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WATER
Vol. 15, No. 23, pp: 1-18, Anno: 2023 |
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Development and validation of a comprehensive methodology for predicting PAT performance curves
Castorino, G. A. M.; Manservigi, L.; Barbarelli, S.; Losi, E.; Venturini, M.
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ENERGY
Vol. 274, No. 1, pp: 127366-1-127366-14, Anno: 2023 |
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Statistical Rule Extraction for Gas Turbine Trip Prediction
Bechini, Giovanni; Losi, Enzo; Manservigi, Lucrezia; Pagliarini, Giovanni; Sciavicco, Guido; Stan, IONEL EDUARD; Venturini, Mauro
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 145, No. 5, pp: 1-10, Anno: 2023 |
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Detection of the Onset of Trip Symptoms Embedded in Gas Turbine Operating Data
Losi, Enzo; Venturini, Mauro; Manservigi, Lucrezia; Bechini, Giovanni
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 145, No. 3, pp: 1-13, Anno: 2023 |
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Ensemble Learning Approach to the Prediction of Gas Turbine Trip
Losi, E; Venturini, Mauro; Manservigi, L; Bechini, G
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 145, No. 2, pp: 1-12, Anno: 2023 |
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Detection of Unit of Measure Inconsistency in gas turbine sensors by means of Support Vector Machine classifier
Manservigi, Lucrezia; Murray, Daniel; Artal de la Iglesia, Javier; Fabio Ceschini, Giuseppe; Bechini, Giovanni; Losi, Enzo; Venturini, Mauro
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ISA TRANSACTIONS
Vol. 123, No. 1, pp: 323-338, Anno: 2022 |
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Analysis of a Multi-Generation Renewable Energy System With Hydrogen-Fueled Gas Turbine
Bahlawan, Hilal; Losi, Enzo; Manservigi, Lucrezia; Morini, Mirko; Spina, Pier Ruggero; Venturini, Mauro
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 144, No. 11, pp: 1-12, Anno: 2022 |
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Detection and identification of faults in a District Heating Network
Bahlawan, Hilal; Ferraro, Nicolò; Gambarotta, Agostino; Losi, Enzo; Manservigi, Lucrezia; Morini, Mirko; Saletti, Costanza; Spina, Pier Ruggero; Venturini, Mauro
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ENERGY CONVERSION AND MANAGEMENT
Vol. 266, No. 1, pp: 1-16, Anno: 2022 |
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A diagnostic approach for fault detection and identification in district heating networks
Manservigi, Lucrezia; Bahlawan, Hilal; Losi, Enzo; Morini, Mirko; Spina, Pier Ruggero; Venturini, Mauro
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ENERGY
Vol. 251, No. 1, pp: 1-14, Anno: 2022 |
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Optimal Classifier to Detect Unit of Measure Inconsistency in Gas Turbine Sensors
Manservigi, Lucrezia; Venturini, Mauro; Losi, Enzo; Bechini, Giovanni; Artal de la Iglesia, Javier
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MACHINES
Vol. 10, No. 4, pp: 1-19, Anno: 2022 |
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Prediction of Gas Turbine Trip: A Novel Methodology Based on Random Forest Models
Losi, Enzo; Venturini, Mauro; Manservigi, Lucrezia; Ceschini Giuseppe, Fabio; Bechini, Giovanni; Cota, Giuseppe; Riguzzi, Fabrizio
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 144, No. 3, pp: 1-13, Anno: 2022 |
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Optimization of a renewable energy plant with seasonal energy storage for the transition towards 100% renewable energy supply
Bahlawan, Hilal; Losi, Enzo; Manservigi, Lucrezia; Morini, Mirko; Pinelli, Michele; Spina, Pier Ruggero; Venturini, Mauro
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RENEWABLE ENERGY
Vol. 198, No. 1, pp: 1296-1306, Anno: 2022 |
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Optimal management with demand response program for a multi-generation energy system
Bahlawan, H; Castorino, Gam; Losi, E; Manservigi, L; Spina, Pr; Venturini, M
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ENERGY CONVERSION AND MANAGEMENT. X
Vol. 16, No. 1, pp: 1-22, Anno: 2022 |
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Sizing and Operation of a Hybrid Energy Plant Composed of Industrial Gas Turbines, Renewable Energy Systems and Energy Storage Technologies
Bahlawan, H.; Gambarotta, A.; Losi, E.; Manservigi, L.; Morini, M.; Spina, P. R.; Venturini, M.
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JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER
Vol. 143, No. 6, pp: 061013-1-061013-11, Anno: 2021 |
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Analysis of tripod supported offshore wind turbines under conditions of marine growth
Arcigni, F.; Abhinav, K. A.; Collu, M.; Venturini, M.
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OCEAN ENGINEERING
Vol. 220, No. 1, pp: 108441-1-108441-16, Anno: 2021 |
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Inventory scaling, life cycle impact assessment and design optimization of distributed energy plants
Bahlawan, H.; Morini, M.; Spina, P. R.; Venturini, M.
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APPLIED ENERGY
Vol. 304, No. 1, pp: 117701-1-117701-18, Anno: 2021 |
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Optimization of energy and economic scheduling of a hybrid energy plant by using a dynamic programming approach
Bahlawan, H.; Morini, M.; Pinelli, M.; Spina, P. R.; Venturini, M.
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APPLIED THERMAL ENGINEERING
Vol. 187, No. 1, pp: 116577-1-116577-14, Anno: 2021 |
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Simultaneous optimization of the design and operation of multi-generation energy systems based on life cycle energy and economic assessment
Bahlawan, H.; Morini, M.; Pinelli, M.; Spina, P. R.; Venturini, M.
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ENERGY CONVERSION AND MANAGEMENT
Vol. 249, No. 1, pp: 114883-1-114883-16, Anno: 2021 |
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