Effective identification of distributed energy resources using smart meter net‐demand data

AF Moreno Jaramillo, J Lopez‐Lorente… - IET Smart …, 2022 - Wiley Online Library
International policies and targets to globally reduce carbon dioxide emissions have
contributed to increasing penetration of distributed energy resources (DER) in low‐voltage …

Distributed energy resources electric profile identification in low voltage networks using supervised machine learning techniques

AFM Jaramillo, J Lopez-Lorente, DM Laverty… - IEEE …, 2023 - ieeexplore.ieee.org
Increasing integration of distributed energy resources (DER) in the electrical network has led
distribution network operators to unprecedented challenges. This issue is compounded by …

Maximizing Grid Intelligence: Harnessing Substation Load Data via Machine Learning

E Azizi, W Hua, D Wallom… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Distribution grids are evolving due to rising electricity demand and renewable energy
integration, requiring efficient operation and effective planning. To achieve this, one …

Distributed Energy Resources: A Review, Modeling, and Cyber-Physical Potential of Solar and Wind Generation

L Al Homoud, K Davis - 2023 IEEE Texas Power and Energy …, 2023 - ieeexplore.ieee.org
Over the last few decades, the need for renewable energy generation has been increasing
rapidly. Much of this need stems from the necessity for cleaner energy sources that would …

Impact assessment of NILM methods for an enhanced observability of low voltage distribution networks

AFM Jaramillo, J Lopez-Lorente… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The migration to low-carbon technologies in secondary (low-voltage) distribution networks
relies on high integration of distributed energy resources (DER), including distributed …

Value-based Insights from the Implementation of Hierarchical Control for Energy Savings and Demand Response in Residential Premises

AS Nair, MAM Zulkefli, S Hossan, Y Liu… - 2024 IEEE Power & …, 2024 - ieeexplore.ieee.org
As the adoption of distributed energy resources and electric vehicles at residential customer
premises increases exponentially, behind-the-meter assets can be utilized to achieve …

Innovative approach for the analysis of electromagnetic transients generated by the integration of distributed energy resources in power systems

JCC Giraldo, JC Vivanco, JDN Llanos… - IEEE Latin America …, 2025 - ieeexplore.ieee.org
This article presents a set of methods for the extraction of features from transient events in
power systems, using EMT (Electromagnetic Transients) simulations. The main approach is …

Data-driven Assessment of the DER Flexibility Impact on the LV Grid Management

B Fritz, G Sampaio, RJ Bessa - 2023 IEEE Belgrade …, 2023 - ieeexplore.ieee.org
Low voltage (LV) grids face a challenge of effectively managing the growing presence of
new loads like electric vehicles and heat pumps, along with the equally growing installation …

Load Identification with Photovoltaic Distributed Generation and a Novel Public High-Frequency Dataset

EL Aguiar, R Bernardi, AE Lazzaretti, DR Pipa… - 2024 - researchsquare.com
This paper addresses the identification and classification of Distributed Generation (DG)
connected to the secondary distribution network based on the Non-Intrusive Load …

Detection of Invisible Solar PV Installations in Power Distribution System: A Review

W Kanchana, JG Singh - 2022 International Conference and …, 2022 - ieeexplore.ieee.org
Climate change has squeezed people to have massive coordination in carbon neutrality.
Clean energy must prevail over power demand to achieve our goal. The net zero carbon …