[HTML][HTML] Review of virtual power plant operations: Resource coordination and multidimensional interaction

H Gao, T Jin, C Feng, C Li, Q Chen, C Kang - Applied Energy, 2024 - Elsevier
Virtual power plants (VPPs) have become an important technological means for large-scale
distributed energy resources to participate in the operation of power systems and electricity …

A review of the evolution and main roles of virtual power plants as key stakeholders in power systems

JF Venegas-Zarama, JI Muñoz-Hernandez… - IEEE …, 2022 - ieeexplore.ieee.org
Virtual Power Plants (VPPs) allow the aggregated management of diverse power
technologies in systems of different size, complexity and connectivity. The main objectives of …

Islanding detection in microgrid using deep learning based on 1D CNN and CNN-LSTM networks

AK Ozcanli, M Baysal - Sustainable Energy, Grids and Networks, 2022 - Elsevier
Islanding detection is a critical task due to safety hazards and technical issues for the
operation of microgrids. Deep learning (DL) has been applied for islanding detection and …

[HTML][HTML] A taxonomy of machine learning applications for virtual power plants and home/building energy management systems

S Sierla, M Pourakbari-Kasmaei, V Vyatkin - Automation in Construction, 2022 - Elsevier
A Virtual power plant is defined as an information and communications technology system
with the following primary functionalities: enhancing renewable power generation …

[HTML][HTML] Data-driven energy management of virtual power plants: A review

G Ruan, D Qiu, S Sivaranjani, ASA Awad… - Advances in Applied …, 2024 - Elsevier
A virtual power plant (VPP) refers to an active aggregator of heterogeneous distributed
energy resources (DERs), which creates a promising pathway to expand renewable energy …

Opening of ancillary service markets to distributed energy resources: A review

F Gulotta, E Daccò, A Bosisio, D Falabretti - Energies, 2023 - mdpi.com
Electric power systems are moving toward more decentralized models, where energy
generation is performed by small and distributed power plants, often from renewables. With …

[HTML][HTML] Probabilistic forecasts of wind power generation in regions with complex topography using deep learning methods: An Arctic case

OF Eikeland, FD Hovem, TE Olsen, M Chiesa… - Energy Conversion and …, 2022 - Elsevier
The energy market relies on forecasting capabilities of both demand and power generation
that need to be kept in dynamic balance. Nowadays, contracts and auctions of renewable …

Techno-economic-environmental energy management of a micro-grid: a mixed-integer linear programming approach

SH Mirbarati, N Heidari, A Nikoofard, MSS Danish… - Sustainability, 2022 - mdpi.com
In recent years, owing to the effect of fossil fuels on global warming, the exhaustion of oil
fields, and the lucrative impacts of renewable energy resources (RESs), the penetration of …

[HTML][HTML] Optimal stochastic operation of technical virtual power plants in reconfigurable distribution networks considering contingencies

FH Aghdam, MS Javadi, JPS Catalão - International Journal of Electrical …, 2023 - Elsevier
Abstract Virtual Power Plants (VPPs) are one of the concepts introduced in modern power
systems to handle the increasing number of the distributed generation (DG) units. Technical …

The Role of Resource Consumption Accounting in Achieving Competitive Prices and Sustainable Profitability

AM Mustafa, A Azimli, RA Sabir Jaf - Energies, 2022 - mdpi.com
This study examines the roles of resource consumption accounting and competitive prices in
attaining sustainable profitability. The objectives were (1) to determine whether the adoption …