Carlos Fernandez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Filtering Algorithm

Backpropagation Neural Network

Recursive Least Squares

Kalman Filtering

Top Venues

Int. J. Circuit Theory Appl.

Publications

Lu Chen, Shunli Wang, Lei Chen, Jialu Qiao, Carlos Fernandez
High-precision state of charge estimation of lithium-ion batteries based on improved particle swarm optimization-backpropagation neural network-dual extended Kalman filtering. Int. J. Circuit Theory Appl. 52 (3) (2024)
Jiawei Zeng, Shunli Wang, Wen Cao, Mengyun Zhang, Carlos Fernandez, Josep M. Guerrero
Improved fractional-order hysteresis-equivalent circuit modeling for the online adaptive high-precision state of charge prediction of urban-electric-bus lithium-ion batteries. Int. J. Circuit Theory Appl. 52 (1) (2024)
Zehao Li, Shunli Wang, Chunmei Yu, Chuangshi Qi, Xianfeng Shen, Carlos Fernandez
Combing dynamic parameter identification and singular value decomposition adaptive unscented Kalman filter for predictive state of charge of lithium-ion batteries. J. Intell. Fuzzy Syst. 46 (1) (2024)
Jie Cao, Shunli Wang, Yanxin Xie, Carlos Fernandez
Research on the state of charge estimation method of lithium-ion batteries based on novel limited memory multi-innovation least squares method and SDE-2-RC equivalent model. Int. J. Circuit Theory Appl. 51 (4) (2023)
Lingguang Wang, Carlos Fernandez, Christoph Stiller
Learning Safe and Human-Like High-Level Decisions for Unsignalized Intersections From Naturalistic Human Driving Trajectories. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Shunli Wang, Yongcun Fan, Siyu Jin, Paul Takyi-Aninakwa, Carlos Fernandez
Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries. Reliab. Eng. Syst. Saf. 230 (2023)
Lingguang Wang, Carlos Fernandez, Christoph Stiller
High-Level Decision Making for Automated Highway Driving via Behavior Cloning. IEEE Trans. Intell. Veh. 8 (1) (2023)
Fan Wu, Shunli Wang, Wen Cao, Tao Long, Yawen Liang, Carlos Fernandez
An improved long short-term memory based on global optimization square root extended Kalman smoothing algorithm for collaborative state of charge and state of energy estimation of lithium-ion batteries. Int. J. Circuit Theory Appl. 51 (8) (2023)
Yuyang Liu, Shunli Wang, Yanxin Xie, Carlos Fernandez, Jingsong Qiu, Yixing Zhang
A novel adaptive H-infinity filtering method for the accurate SOC estimation of lithium-ion batteries based on optimal forgetting factor selection. Int. J. Circuit Theory Appl. 50 (10) (2022)
Carlos Fernandez, Ioannis Vourkas
Reliability-Aware Ratioed Logic Operations for Energy-Efficient Computational ReRAM. VLSI-SoC (2022)
Carlos Fernandez, Ioannis Vourkas
On the Design and Development of a ReRAM-based Computational Memory Prototype. VLSI-SoC (2022)
Albert Cirera, Carlos Fernandez, Ioannis Vourkas, Antonio Rubio
Exploring Different Circuit-level Approaches to the Forming of Resistive Random Access Memories. MOCAST (2022)
Xiao Yang, Shunli Wang, Wenhua Xu, Jialu Qiao, Chunmei Yu, Carlos Fernandez
Fuzzy adaptive singular value decomposition cubature Kalman filtering algorithm for lithium-ion battery state-of-charge estimation. Int. J. Circuit Theory Appl. 50 (2) (2022)
Tao Long, Shunli Wang, Wen Cao, Pu Ren, Mingfang He, Carlos Fernandez
Collaborative state estimation of lithium-ion battery based on multi-time scale low-pass filter forgetting factor recursive least squares - double extended Kalman filtering algorithm. Int. J. Circuit Theory Appl. 50 (6) (2022)
Carlos Fernandez, Ioannis Vourkas, Antonio Rubio
Design and Simulation of Peripheral Driving Circuitry for Computational ReRAM. DCIS (2022)
Dimitris K. Iakovidis, Melanie Ooi, Ye Chow Kuang, Serge Demidenko, Alexandr Shestakov, Vladimir Sinistin, Manus Henry, Andrea Sciacchitano, Stefano Discetti, Silvano Donati, Michele Norgia, Andreas Menychtas, Ilias Maglogiannis, Selina C. Wriessnegger, Luis Alberto Barradas Chacon, George Dimas, Dimitris Filos, Anthony H. Aletras, Johannes Töger, Feng Dong, Shangjie Ren, Andreas Uhl, Jacek Paziewski, Jianghui Geng, Francesco Fioranelli, Ram M. Narayanan, Carlos Fernandez, Christoph Stiller, Konstantina Malamousi, Spyros Kamnis, Konstantinos Delibasis, Dong Wang, Jianjing Zhang, Robert X. Gao
Roadmap on Signal Processing for Next Generation Measurement Systems. CoRR (2021)
Jialu Qiao, Shunli Wang, Chunmei Yu, Weihao Shi, Carlos Fernandez
A novel bias compensation recursive least square-multiple weighted dual extended Kalman filtering method for accurate state-of-charge and state-of-health co-estimation of lithium-ion batteries. Int. J. Circuit Theory Appl. 49 (11) (2021)
Carlos Fernandez, Foster J. Provost, Jesse Anderton, Benjamin A. Carterette, Praveen Chandar
Methods for Individual Treatment Assignment: An Application and Comparison for Playlist Generation. CoRR (2020)
Carlos Fernandez, Ioannis Vourkas, Antonio Rubio
Shortest Path Computing in Directed Graphs with Weighted Edges Mapped on Random Networks of Memristors. Parallel Process. Lett. 30 (1) (2020)
Carlos Fernandez, Ioannis Vourkas
ReRAM-based Ratioed Combinational Circuit Design: a Solution for in-Memory Computing. MOCAST (2020)
Wenhua Xu, Shunli Wang, Carlos Fernandez, Chunmei Yu, Yongcun Fan, Daniel-Ioan Stroe
High-Precision State of Charge Estimation for the Power Lithium Ion Batteries by Introducing an Improved Extended Kalman Filtering Algorithm with Complex Varying Temperatures. ICARM (2020)
Carlos Fernandez, Javier Ortiz, Ioannis Vourkas
A Voltage-Driven Window Function Concept for Behavioral Memristor Device Modeling. ISCAS (2020)
Carlos Fernandez, Foster J. Provost, Xintian Han
Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach. CoRR (2020)
Carlos Fernandez, Ioannis Vourkas
Performance Assessment of Memristor Networks as Shortest Path Problem Solvers. ISCAS (2020)
Florian Wirth, Stephan Krane, Melanie Loos, Eike Rehder, Carlos Fernandez
What Does a Good Prediction Look Like? ITSC (2019)
Carlos Fernandez, Foster J. Provost, Xintian Han
Counterfactual Explanations for Data-Driven Decisions. ICIS (2019)
Shunli Wang, Carlos Fernandez, Liping Shang, Zhanfeng Li, Huifang Yuan
An integrated online adaptive state of charge estimation approach of high-power lithium-ion battery packs. Trans. Inst. Meas. Control 40 (6) (2018)