Lina Bertling Tjernberg - Publications, H-index & Citations

Lina Bertling Tjernberg

KTH Royal Institute of Technology

33H指数

216论文数

5.2K被引数

收录论文 32

发表时间

Adaptive Hybrid PSO-Embedded GA for neuroevolutionary training of multilayer perceptron controllers in VSC-based islanded microgrids 用于基于VSC的孤岛微电网中多层感知器控制器的神经进化训练的自适应混合PSO嵌入式GA

Energy and AI

IF9.6

2025-07-15

OAAI

Yared Bekele Beyene; Getachew Biru Worku; Lina Bertling Tjernberg

Developing a novel approach for passive damped LCL filter and controller parameter design using PSO algorithm in VSC-based islanded microgrids 开发一种基于PSO算法的适用于VSC型孤岛微电网的被动阻尼LCL滤波器及控制器参数设计的新方法

Array

IF4.5

2025-05-31

OAAI

Yared Bekele Beyene; Getachew Biru Worku; Lina Bertling Tjernberg

An Open-Source Tool-Box for Asset Management Based on the Asset Condition for the Power System 基于电力系统资产状况的开源资产管理工具箱

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Rajora, Gopal Lal; Sanz-Bobi, Miguel A.; Domingo, Carlos Mateo; Tjernberg, Lina Bertling

A novel meta-learning approach for few-shot short-term wind power forecasting

APPLIED ENERGY

IF11

2024-05-01

PREAI

Chen, Fuhao; Yan, Jie; Liu, Yongqian; Yan, Yamin; Tjernberg, Lina Bertling

The Race to Realize Small Modular Reactors: Rapid Deployment of Clean Dispatchable Energy Sources

IEEE POWER & ENERGY MAGAZINE

IF2.2

2024-05-01

OAAI

Noland, Jonas Kristiansen; Hjelmeland, Martin; Tjernberg, Lina Bertling; Hartmann, Christian

Short-Term Load Forecasting for Electrical Power Distribution Systems Using Enhanced Deep Neural Networks 基于增强型深度神经网络的配电系统短期负荷预测

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Tsegaye, Shewit; Padmanaban, Sanjeevikumar; Tjernberg, Lina Bertling; Fante, Kinde Anlay

On the design and optimization of distributed energy resources for sustainable grid-integrated microgrid in Ethiopia

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2023-09-01

OAAI

Beyene, Yared Bekele; Worku, Getachew Biru; Tjernberg, Lina Bertling

Real-time Operation Model for Energy Management System of Battery Energy Storage System - Case Study: The School of Sinntorp

2022 17TH INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS)

IF0

2022-06-12

PREAI

Shafique, Hamza; Archer, Dan-Eric; Eriksson, Robert; Tjernberg, Lina Bertling

Peak Demand Shaving Based on Solar and Load Forecasting at Port of Gavle

2022 17TH INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS)

IF0

2022-06-12

PREAI

Gopalakrishnan, Pavithra; Alikhani, Parnian; Shafique, Hamza; Tjernberg, Lina Bertling; Hallinder, Jonathan; Engstrom, Adam; He, Ying

Behind the Meter Strategies Energy management system with a Swedish case study

IEEE ELECTRIFICATION MAGAZINE

IF3

2021-09-01

PREAI

Shafique, Hamza; Tjernberg, Lina Bertling; Archer, Dan-Eric; Wingstedt, Samuel

Wind turbine power output prediction using a new hybrid neuro-evolutionary method

ENERGY

IF9.4

2021-08-01

OAAI

Neshat, Mehdi; Nezhad, Meysam Majidi; Abbasnejad, Ehsan; Mirjalili, Seyedali; Groppi, Daniele; Heydari, Azim; Tjernberg, Lina Bertling; Garcia, Davide Astiaso; Alexander, Bradley; Shi, Qinfeng; Wagner, Markus

Energy Management System (EMS) of Battery Energy Storage System (BESS) - Providing Ancillary Services 电池储能系统 (BESS) 的能量管理系统 (EMS)-提供辅助服务

2021 IEEE MADRID POWERTECH

IF0

2021-06-28

PREAI

Shafique, Hamza; Tjernberg, Lina Bertling; Archer, Dan-Eric; Wingstedt, Samuel

A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2021-05-01

147

PREAI

Neshat, Mehdi; Nezhad, Meysam Majidi; Abbasnejad, Ehsan; Mirjalili, Seyedali; Tjernberg, Lina Bertling; Garcia, Davide Astiaso; Alexander, Bradley; Wagner, Markus

A fault detection framework using recurrent neural networks for condition monitoring of wind turbines

WIND ENERGY

IF3.3

2021-02-25

OAAI

Cui, Yue; Bangalore, Pramod; Bertling Tjernberg, Lina

On the Reliability and Life Cycle Cost Analyses of Small-scale Standalone Solar Systems in Rural Areas

2021 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT)

IF0

2021-02-16

PREAI

Alikhani, Parnian; Mrad, Abeer; Louie, Henry; Tjernberg, Lina Bertling