Agent-based machine learning assessment on real data for improvement of the daily load factor using demand response program DOI

Mohammad Hassan Nikkhah,

Mahdi Samadi, Hossein Lotfi

et al.

Sustainable Energy Grids and Networks, Journal Year: 2024, Volume and Issue: unknown, P. 101584 - 101584

Published: Dec. 1, 2024

Language: Английский

Overload Alarm Prediction in Power Distribution Transformers DOI Creative Commons
Amir Rafati, Hamid Mirshekali, Hamid Reza Shaker

et al.

Smart Grids and Sustainable Energy, Journal Year: 2024, Volume and Issue: 9(2)

Published: Nov. 1, 2024

Abstract The growing demand for electricity puts more strain on the grid, requiring automated and proactive strategies such as overload prediction to improve grid maintenance. However, intermittent nature of power distribution loads makes challenging. This paper proposes a novel framework alarm in transformers, aimed at enhancing reliability efficiency operations. Leveraging real-world smart meter data machine learning techniques, proposed system develops classification model predict overloads transformers. Due resource constraints, new strategy is adopted assess significance alarms based expert observations. Subsequently, approach developed imitate experts, leading an decision-making process using random forest. Ultimately, transfer utilized transformers facing scarcity applications. demonstrates high accuracy predictions, paving way developing maintenance strategies.

Language: Английский

Citations

4
Dynamic alarm monitoring with data-driven ellipsoidal threshold learning DOI
Kaixin Cui, Wenjing Wu, Jun Shang

et al.

Control Engineering Practice, Journal Year: 2025, Volume and Issue: 158, P. 106282 - 106282

Published: Feb. 18, 2025

Language: Английский

Citations

0
Applying reinforcement learning for real-time optimization of process parameters in manufacturing DOI

G. Sasikala,

Rahul Ingle,

V. Vasanthi

et al.

AIP conference proceedings, Journal Year: 2025, Volume and Issue: 3270, P. 020242 - 020242

Published: Jan. 1, 2025

Language: Английский

Citations

0
Wavelet Based fMRI Analysis for Autism Spectrum Disorder Detection using Feature Selection and Ridge Classifier DOI

Fatemehsadat Ghanadi Ladani,

Nader Karimi, Pejman Khadivi

et al.

2022 IEEE World AI IoT Congress (AIIoT), Journal Year: 2024, Volume and Issue: unknown, P. 165 - 171

Published: May 29, 2024

Language: Английский

Citations

1
Advanced Demand Forecasting and Pricing in Moroccan Auto Industry: A CNN-LSTM-Attention and Reinforcement Learning Approach DOI
Asmae Amellal, Issam Amellal, Mohammed Rida Ech-Charrat

et al.

Lecture notes in networks and systems, Journal Year: 2024, Volume and Issue: unknown, P. 163 - 172

Published: Jan. 1, 2024

Language: Английский

Citations

1
ML-assistant for human operators using alarm data to solve and classify faults in electrical grids DOI
Vasco Campos,

Olga Klyagina,

José Andrade

et al.

Electric Power Systems Research, Journal Year: 2024, Volume and Issue: 236, P. 110886 - 110886

Published: July 26, 2024

Language: Английский

Citations

0
Agent-based machine learning assessment on real data for improvement of the daily load factor using demand response program DOI

Mohammad Hassan Nikkhah,

Mahdi Samadi, Hossein Lotfi

et al.

Sustainable Energy Grids and Networks, Journal Year: 2024, Volume and Issue: unknown, P. 101584 - 101584

Published: Dec. 1, 2024

Language: Английский

Citations

0