Carlos Fernandez

Robert Gordon University

Garthdee Road

AB10 7QE, AB10 7QE

United Kingdom

SCHOLARLY PAPERS

19

DOWNLOADS

595

TOTAL CITATIONS

17

Scholarly Papers (19)

1.

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Based On Improved Grey Wolf Optimization Algorithm-Deep Extreme Learning Machine Algorithm

Number of pages: 33 Posted: 21 Jun 2023
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 94 (604,502)
Citation 10

Abstract:

Loading...

lithium-ion batteries, State of Health, health indicator, grey wolf algorithm, deep extreme learning machine

2.

Remaining Useful Life Prediction and State of Health Diagnosis Of Lithium-Ion Batteries with Multiscale Health Features Based on Optimized Catboost Algorithm

Number of pages: 37 Posted: 18 Jan 2024
yifei zhou, Shunli Wang, Jiawei Zeng, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 60 (780,227)
Citation 3

Abstract:

Loading...

lithium-ion battery, remaining useful life, state of health, CatBoost, IFO-PSO-ACO

3.

Online State of Charge Estimation for Lithium-Ion Batteries Based on Improved Fuzzy C-Means Clustering Sparrow Search Algorithm-Backpropagation Neural Network

Number of pages: 34 Posted: 28 Jul 2024
Nan Hai, Shunli Wang, Wen Cao, Frede Blaabjerg and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Aalborg University and Robert Gordon University
Downloads 48 (869,640)

Abstract:

Loading...

Lithium-ion batteries, State of charge, C-means clustering, sparrow search, backpropagation

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Number of pages: 26 Posted: 29 Feb 2024
yifei zhou, Shunli Wang, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 31 (1,062,341)

Abstract:

Loading...

state of charge, Lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, Genetic algorithm

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Number of pages: 26 Posted: 15 Jan 2024
yifei zhou, Shunli Wang, Jiawei Zeng, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 17 (1,243,378)

Abstract:

Loading...

State of charge, lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, genetic algorithm

5.

Valorisation of Whisky Distillery Waste as a Sustainable Source of Antioxidant and Antibacterial Properties with Neuroprotective Potential

Number of pages: 59 Posted: 09 Mar 2023
Robert Gordon University, Robert Gordon University, Robert Gordon University, Robert Gordon University, Robert Gordon University - School of Engineering and Robert Gordon University
Downloads 46 (886,779)

Abstract:

Loading...

whisky-waste, valorisation, antioxidant-antibacterial, pot ale

6.

An Improved K-Means Clustering-Genetic Backpropagation Algorithm for State of Charge Estimation of Lithium-Ion Batteries Adaptive to Extreme Low Temperatures

Number of pages: 32 Posted: 21 Dec 2023
Nan Hai, Shunli Wang, Qi Huang, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology - School of Information Engineering, Chengdu University of Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 34 (1,001,800)
Citation 1

Abstract:

Loading...

K-means, genetic algorithm, backpropagation, state of charge, lithium-ion batteries

An Enhanced Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model for Lithium-Ion Battery State of Charge Estimation at Multi-Temperature Ranges

Number of pages: 33 Posted: 25 Jul 2024
yifei zhou, Shunli Wang, Yanxin Xie, Renjun Feng and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 16 (1,256,684)
Citation 1

Abstract:

Loading...

state of charge, lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, genetic algorithm

An Enhanced Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model for Lithium-Ion Battery State of Charge Estimation at Multi-Temperature Ranges

Number of pages: 33 Posted: 30 Jul 2024
yifei zhou, Shunli Wang, renjun feng, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 16 (1,256,684)

Abstract:

Loading...

state of charge, lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, genetic algorithm

8.

An Innovative Square Root - Untraced Kalman Filtering Strategy with Full-Parameter Online Identification for State of Power Evaluation of Lithium-Ion Batteries

Number of pages: 32 Posted: 11 Jul 2024
Southwest University of Science and Technology, Inner Mongolia University of Technology, Inner Mongolia University of Technology, Inner Mongolia University of Technology, Robert Gordon University and Aalborg University
Downloads 31 (1,034,219)

Abstract:

Loading...

lithium-ion battery, state of charge, state of power, full-parameter online identification, online square root traceless Kalman, multi-constraint factor fusion analysis

Improved 2rc-Pngv Modeling and Adaptive Sage-Husa H Infinity Filtering for Battery Power State Estimation Based on Multi-Parameter Constraints

Number of pages: 20 Posted: 19 Feb 2025
Southwest University of Science and Technology, Inner Mongolia University of Technology, Southwest University of Science and Technology, Inner Mongolia University of Technology, Robert Gordon University and Aalborg University
Downloads 15 (1,269,918)

Abstract:

Loading...

Lithium-ion battery, Estimation strategy of SOC, Power state estimation strategy, Dynamic particle swarm optimization algorithm, H-infinity filtering, State joint estimation

10.

A Recyclable Multidentate Coordination-Carbonation Dissociation Strategy to Construct Short Recovery Process of Spent Batteries with Chemicals Free and Low Carbon Footprint from Lab to Pilot Plant

Number of pages: 31 Posted: 16 Jan 2024
Beijing University of Chemical Technology, affiliation not provided to SSRN, Beijing University of Chemical Technology, Beijing University of Chemical Technology, affiliation not provided to SSRN, Beijing University of Chemical Technology, Beijing University of Chemical Technology, Beijing University of Chemical Technology, Beijing University of Chemical Technology, affiliation not provided to SSRN, Robert Gordon University, Xi'an University of Technology - Shaanxi International Joint Research Center of Surface Technology for Energy Storage Materials, University of Wyoming - Department of Chemical and Petroleum Engineering and Beijing University of Chemical Technology
Downloads 27 (1,080,272)

Abstract:

Loading...

Resources recovery, Spent power batteries, Atomically economical reaction, Chiral molecules, Carbon emission

11.

A Novel Multiple Training-Scale Dynamic Adaptive Cuckoo Search Optimized Long Short-Term Memory Neural Network and Multi-Dimensional Health Indicators Acquisition Strategy for Whole Life Cycle Health Evaluation of Lithium-Ion Batteries

Number of pages: 27 Posted: 08 Sep 2022
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Robert Gordon University and Aalborg University
Downloads 25 (1,104,107)

Abstract:

Loading...

state of health, dynamic adaptive cuckoo search optimization long short-term memory neural network algorithm, health characteristic indexes, global search ability, battery aging

12.

A Novel Seeker Optimization - Particle Filtering Method for the Remaining Useful Life Prediction of Lithium-Ion Batteries Considering Capacity Recovery Effect

Number of pages: 15 Posted: 23 Mar 2022
Jialu Qiao, Shunli Wang, Chunmei Yu, Xiao Yang and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 23 (1,128,805)

Abstract:

Loading...

lithium-ion battery, remaining useful life, seeker optimization, particle filtering, capacity recovery effect

13.

Battery Pack Capacity Estimation Based on Improved Cooperative Co-Evolutionary Strategy and Lightgbm Hybrid Models Using Indirect Health Features

Number of pages: 36 Posted: 03 Sep 2024
yifei zhou, Shunli Wang, Zhehao Li, Renjun Feng and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 21 (1,153,586)

Abstract:

Loading...

lithium-ion battery pack, capacity estimation, Health feature extraction, cooperative co-evolutionary algorithm, LightGBM

14.

Improved Volumetric Noise-Adaptive H-Infinity Filtering for Accurate State of Power Estimation of Lithium-Ion Batteries with Multi-Parameter Constraint Considering Low-Temperature Influence

Number of pages: 25 Posted: 13 Nov 2024
Southwest University of Science and Technology, Inner Mongolia University of Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Robert Gordon University and Aalborg University
Downloads 19 (1,178,167)

Abstract:

Loading...

Lithium-ion battery, state of charge, state of power, limited memory multiple information least square, H-infinity filtering

15.

Multi-Temperature Capable Enhanced Bidirectional Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model For Lithium-Ion Battery SOC Estimation

Number of pages: 33 Posted: 09 Aug 2024
yifei zhou, Shunli Wang, Renjun Feng, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 19 (1,178,167)

Abstract:

Loading...

State of charge, lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, Genetic algorithm

16.

An Improved Sparrow Search – Early Stopping Convolutional Neural Network Modeling Method for Battery State of Energy Estimation of Energy Storage Systems

Number of pages: 22 Posted: 07 Aug 2024
Southwest University of Science and Technology, Southwest University of Science and Technology, Inner Mongolia University of Technology, Robert Gordon University and Aalborg University
Downloads 17 (1,202,968)
Citation 1

Abstract:

Loading...

Power Lithium-ion Battery, State of Energy, Convolutional Neural Network, Sparrow Search Algorithm, Early Stopping Strategy

17.

Improved Volumetric Noise-Adaptive H-Infinity Filtering for Accurate Battery State of Power Estimation with Multi-Parameter Constraint Considering Temperature Influence

Number of pages: 22 Posted: 30 Jul 2024
Shunli Wang, Xiru Liu, Junjie Tao and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Inner Mongolia University of Technology and Robert Gordon University
Downloads 15 (1,226,925)

Abstract:

Loading...

lithium-ion battery, state of charge, state of power, limited memory multiple information least square, H-infinity filtering

18.

Remaining Useful Life Prediction and State of Health Diagnosis of Lithium-Ion Batteries with Multiscale Health Features Based on Optimized Catboost Algorithm

Number of pages: 36 Posted: 22 Feb 2024
yifei zhou, Shunli Wang, Yanxin Xie, Jiawei Zeng and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 14 (1,238,601)
Citation 1

Abstract:

Loading...

Lithium-ion battery, Remaining useful life, state of health, CatBoost, IFO-PSO-ACO

19.

Enhancing State of Charge Prediction of Lithium-Ion Batteries Through Linear Polynomial Regression – Support Vector Machine Modeling with Temperature Varying and Open Circuit Voltage Compensation

Number of pages: 23 Posted: 18 May 2025
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Inner Mongolia University of Technology, Robert Gordon University and Aalborg University
Downloads 7 (1,306,323)

Abstract:

Loading...

Linear Polynomial Regression, Temperature Compensation, Electrochemical Dynamics, Non-linear Regression, Support Vector Machine