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E

Enrique López Droguett

university of california

35H-index
255Paper Count
4.5KCitation Count
Published Papers 65
Publication Date
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Short-Term Wind Power Forecasting with Transformer-Based Models Enhanced by Time2Vec and Efficient Attention
errEnergies
IF3.2
err2026-03-03
err0
errOAAI
errDjayr Alves Bispo Junior; Gustavo de Novaes Pires Leite; Enrique Lopez Droguett; Othon Vinicius Cavalcanti de Souza; Lucas Albuquerque Lisboa; George Darmiton da Cunha Cavalcanti; Alvaro Antonio Villa Ochoa; Alexandre Carlos Araújo da Costa; Olga de Castro Vilela; Leonardo José de Petribú Brennand; Guilherme Ferretti Rissi; Giovanni Moura de Holanda; Tsang Ing Ren
errShare
errSave
Review of transformers applied to wind turbine data: Exploring the potential of transformers in revolutionizing wind turbine data analysis
errRenewable and Sustainable Energy Reviews
IF16.3
err2026-02-11
err0
errOAAI
errDjayr Alves Bispo Junior; Gustavo de Novaes Pires Leite; Alvaro Antonio Ochoa Villa; Alexandre Carlos Araújo da Costa; Olga de Castro Vilela; George Darmiton da Cunha Cavalcanti; Paula Suemy Arruda Michima; Enrique López Droguett; Fábio Henrique de Andrade Lima; Leonardo José de Petribú Brennand; Jefferson Silva Barbosa; Fabrício Cristófani; Tsang Ing Ren
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errSave
Ant colony optimization of hyper-parameters in multi-head attention layer for time series forecasting
errApplied Soft Computing
IF6.6
err2025-07-25
err0
PREAI
errMostafa Aliyari; Enrique Lopez Droguett; Javad Barabady; Yonas Zewdu Ayele
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errSave
Developing temporal clustering for identifying solar radiation zones to improve separation models
errRenewable Energy
IF9.1
err2025-07-03
err0
PREAI
errEduardo Rodríguez; José M. Cardemil; Enrique López Droguett
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errSave
Quantum-based optimization methods for the linear redundancy allocation problem: A comparative analysis
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-06-19
err0
PREAI
errLins, Isis Didier; Araujo, Lavinia Maria Mendes; Maior, Caio Bezerra Souto; Teixeira, Erico Souza; Bezerra, Pamela Thays Lins; Moura, Marcio Jose das Chagas; Droguett, Enrique Lopez
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errSave
PROBABILISTIC RISK IDENTIFICATION AND ASSESSMENT MODEL FOR CONSTRUCTION PROJECTS USING ELICITATION BASED BAYESIAN NETWORK
errJOURNAL OF INFORMATION TECHNOLOGY IN CONSTRUCTION
IF3.8
err2025-01-01
err0
errOAAI
errKhodabakhshian, Ania; Cecconi, Fulvio Re; Droguett, Enrique Lopez
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errSave
Enhancing the estimation of direct normal irradiance for six climate zones through machine learning models
errRENEWABLE ENERGY
IF9.1
err2024-09-01
err0
PREAI
errRodriguez, Eduardo; Droguett, Enrique Lopez; Cardemil, Jose M.; Starke, Allan R.; Cornejo-Ponce, Lorena
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errSave
Analysis of behavioural curves to classify iris images under the influence of alcohol, drugs, and sleepiness conditions
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-05-01
err2
errOAAI
errCausa, Leonardo; Tapia, Juan E.; Valenzuela, Andres; Benalcazar, Daniel; Droguett, Enrique Lopez; Busch, Christoph
errShare
errSave
A Critical Review and Benchmark Study of Dependency Modeling for Seismic Probabilistic Risk Assessment in the Nuclear Power Industry
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-05-01
err5
PREAI
errZhou, Taotao; Zhang, Laibin; Hu, Jinqiu; Modarres, Mohammad; Droguett, Enrique Lopez
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errSave
Aerodynamic interference caused by wake effects of repowered wind farms on the annual energy production in neighboring wind farms
errSUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS
IF7
err2024-04-01
err0
PREAI
errda Silva, Alesson Itallo Ribeiro Dias; Leite, Gustavo de Novaes Pires; Araujo, Alex Mauricio; Villa, Alvaro Antonio Ochoa; da Costa, Alexandre Carlos Araujo; Moreno, Cesar Augusto Salhua; Weschenfelder, Franciele; Droguett, Enrique Lopez
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errSave
Estimation of one-minute direct normal irradiance using a deep neural network for five climate zones
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2023-09-01
err7
PREAI
errRodriguez, Eduardo; Cornejo-Ponce, Lorena; Cardemil, Jose M.; Starke, Allan R.; Droguett, Enrique Lopez
errShare
errSave
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-01-01
err22
errOAAI
errZhou, Taotao; Zhang, Xiaoge; Droguett, Enrique Lopez; Mosleh, Ali
errShare
errSave
Toward an Efficient Iris Recognition System on Embedded Devices
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errBenalcazar, Daniel P.; Tapia, Juan E.; Vasquez, Mauricio; Causa, Leonardo; Droguett, Enrique Lopez; Busch, Christoph
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errSave
An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-01-01
err29
errOAAI
errZhou, Taotao; Zhang, Laibin; Han, Te; Droguett, Enrique Lopez; Mosleh, Ali; Chan, Felix T. S.
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errSave
Human reliability analysis of conventional maritime pilotage operations supported by a prospective model
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-12-01
err13
PREAI
errAbreu, Danilo T. M. P.; Maturana, Marcos C.; Droguett, Enrique Lopez; Martins, Marcelo R.
errShare
errSave
A novel Capsule Neural Network based model for drowsiness detection using electroencephalography signals
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-09-01
err17
errOAAI
errGuarda, Luis; Tapia, Juan E.; Lopez Droguett, Enrique; Ramos, Marcelo
errShare
errSave
Physics-informed deep learning: A promising technique for system reliability assessment
errAPPLIED SOFT COMPUTING
IF6.6
err2022-09-01
err16
errOAAI
errZhou, Taotao; Droguett, Enrique Lopez; Mosleh, Ali
errShare
errSave
Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-08-01
err142
PREAI
errZhou, Taotao; Han, Te; Droguett, Enrique Lopez
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errSave
Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-06-01
err63
PREAI
errMoradi, Ramin; Cofre-Martel, Sergio; Droguett, Enrique Lopez; Modarres, Mohammad; Groth, Katrina M.
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errSave
Characterization of the modal response using Deep recurrent neural networks
errENGINEERING STRUCTURES
IF6.4
err2022-04-01
err6
PREAI
errGonzalez, Wladimir M.; Ferrada, Andres; Boroschek, Ruben L.; Droguett, Enrique Lopez
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
E
Enrico Zio
H-index: 98 · Papers: 1.8K
F
Felix T.S. Chan
H-index: 86 · Papers: 817
S
Stefan Voß
H-index: 61 · Papers: 796
C
Christoph Busch
H-index: 60 · Papers: 977
L
Laibin Zhang
H-index: 43 · Papers: 396
View more