Deep learning for renewable energy forecasting: A taxonomy, and systematic literature review
C Ying, W Wang, J Yu, Q Li, D Yu, J Liu - Journal of Cleaner Production, 2023 - Elsevier
In order to identify power production and demand in realtime for efficient and dependable
management for diverse renewable energy systems, precise and intuitive renewable energy …
management for diverse renewable energy systems, precise and intuitive renewable energy …
[HTML][HTML] The role of energy communities in electricity grid balancing: A flexible tool for smart grid power distribution optimization
The unpredictability of renewable energy systems can affect the stability of the electricity
grid, causing voltage and frequency imbalances. In this work, a suitable methodology based …
grid, causing voltage and frequency imbalances. In this work, a suitable methodology based …
Multi-level model predictive control based multi-objective optimal energy management of integrated energy systems considering uncertainty
L Yao, Z Liu, W Chang, Q Yang - Renewable Energy, 2023 - Elsevier
Integrated energy systems (IES) with renewable energy systems (RES), carbon capture
systems (CCS) and energy storage systems (ESS) are considered efficient in supporting the …
systems (CCS) and energy storage systems (ESS) are considered efficient in supporting the …
Bi-level dispatch and control strategy based on model predictive control for community integrated energy system considering dynamic response performance
C Liu, C Wang, Y Yin, P Yang, H Jiang - Applied Energy, 2022 - Elsevier
Integrated energy systems have recently attracted interest for the purpose of energy
development and utilization owing to the increase in environmental pollution and the …
development and utilization owing to the increase in environmental pollution and the …
A day ahead electrical appliance planning of residential units in a smart home network using ITS‐BF algorithm
The concept of energy management in smart homes has received increasing attention in
recent years, particularly on issues such as creating a balance between user privacy and …
recent years, particularly on issues such as creating a balance between user privacy and …
[HTML][HTML] Applications of mechanism design in market-based demand-side management: A review
K Abedrabboh, L Al-Fagih - Renewable and Sustainable Energy Reviews, 2023 - Elsevier
The intermittent nature of renewable energy resources creates extra challenges for the
operation and control of the electricity grid. Demand flexibility markets can help in dealing …
operation and control of the electricity grid. Demand flexibility markets can help in dealing …
Anomaly detection in the internet of vehicular networks using explainable neural networks (xnn)
It is increasingly difficult to identify complex cyberattacks in a wide range of industries, such
as the Internet of Vehicles (IoV). The IoV is a network of vehicles that consists of sensors …
as the Internet of Vehicles (IoV). The IoV is a network of vehicles that consists of sensors …
Feature extraction and an interpretable hierarchical model for annual hourly electricity consumption profile of commercial buildings in China
H Li, Y Dai, X Liu, T Zhang, J Zhang, X Liu - Energy Conversion and …, 2023 - Elsevier
Understanding and modeling building electricity consumption is paramount for demand-side
decarbonization. Using a data-driven approach, this study proposes a hierarchical model to …
decarbonization. Using a data-driven approach, this study proposes a hierarchical model to …
Advances in process modelling and simulation of parabolic trough power plants: A review
The common design of thermal power plants is fundamentally oriented towards achieving a
high-process performance, with market demands necessitating enhanced operational …
high-process performance, with market demands necessitating enhanced operational …
A hybrid deep learning model with error correction for photovoltaic power forecasting
R Zhang, G Li, S Bu, G Kuang, W He, Y Zhu… - Frontiers in Energy …, 2022 - frontiersin.org
The penetration of photovoltaic (PV) power into modern power systems brings enormous
economic and environmental benefits due to its cleanness and inexhaustibility. Therefore …
economic and environmental benefits due to its cleanness and inexhaustibility. Therefore …