Coordinated stochastic optimal energy management of grid-connected microgrids considering demand response, plug-in hybrid electric vehicles, and smart …

S Gupta, A Maulik, D Das, A Singh - Renewable and Sustainable Energy …, 2022 - Elsevier
A microgrid comprises renewable and non-renewable power generating sources,
controllable loads, energy storage devices and works as a single controllable entity. A …

A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting

M Massaoudi, SS Refaat, I Chihi, M Trabelsi… - Energy, 2021 - Elsevier
This paper proposes an effective computing framework for Short-Term Load Forecasting
(STLF). The proposed technique copes with the stochastic variations of the load demand …

Deep learning based surface irradiance mapping model for solar PV power forecasting using sky image

Z Zhen, J Liu, Z Zhang, F Wang, H Chai… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
With the increase of solar photovoltaic (PV) penetration in power system, the impact of
random fluctuation of PV power on the secure operation of power grid becomes more and …

Smart households' aggregated capacity forecasting for load aggregators under incentive-based demand response programs

F Wang, B Xiang, K Li, X Ge, H Lu, J Lai… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The technological advancement in the communication and control infrastructure helps those
smart households (SHs) that more actively participate in the incentive-based demand …

Integrated approach for optimal techno-economic planning for high renewable energy-based isolated microgrid considering cost of energy storage and demand …

MK Kiptoo, ME Lotfy, OB Adewuyi, A Conteh… - Energy Conversion and …, 2020 - Elsevier
To realize an efficient energy supply system for an isolated microgrid, a joint design
framework that considered the capacity sizing alongside operational planning is essential. In …

Optimal capacity of solar PV and battery storage for Australian grid-connected households

R Khezri, A Mahmoudi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article determines the optimal capacity of solar photovoltaic (PV) and battery energy
storage (BES) for grid-connected households to minimize the net present cost of electricity …

A novel methodology for optimal sizing photovoltaic-battery systems in smart homes considering grid outages and demand response

M Tostado-Véliz, D Icaza-Alvarez, F Jurado - Renewable Energy, 2021 - Elsevier
This paper deals with the optimal sizing of a hybrid photovoltaic-battery storage system for
home energy management considering reliability against grid outages and demand …

Optimal integration of renewable energy sources, diesel generators, and demand response program from pollution, financial, and reliability viewpoints: A multi …

A Jafari, T Khalili, HG Ganjehlou, A Bidram - Journal of cleaner production, 2020 - Elsevier
In electric power systems, operators should account for the optimal operation of generation
units to accommodate an efficient system with cleaner productions. In this paper, annual …

Optimization models under uncertainty in distributed generation systems: a review

À Alonso-Travesset, H Martín, S Coronas, J de la Hoz - Energies, 2022 - mdpi.com
Distributed generation systems (DGSs) are one of the key developments enabling the
energy transition. DGSs provide users with increased control over their energy use and …

Wind turbine power output very short-term forecast: A comparative study of data clustering techniques in a PSO-ANFIS model

PA Adedeji, S Akinlabi, N Madushele… - Journal of Cleaner …, 2020 - Elsevier
The emergence of new sites for wind energy exploration in South Africa requires an
accurate prediction of the potential power output of a typical utility-scale wind turbine in such …