Results 51 to 60 of about 11,592,591 (223)
Interpretable Short‐Term Electric Load Forecasting
Advanced Intelligent Systems, EarlyView.A temporal fusion transformer is implemented to generate day‐ahead forecasts of the hourly electrical load of a departmentbuilding at an Italian university. A forecasting performance improvement of more than 25% compared with established benchmark models and a provision of inherent robust interpretability insights reveal the potential of this model for
Alessandro Nicola +6 more
wiley +1 more source
Energy Conversion and Management: XThis paper proposes a biogas-wind-solar-hydrogen multi-microgrid system to address the issues of poor economy and reliability, as well as the waste of wind and solar energy, in single energy-based isolated microgrid systems.
Pengfei Hu +4 more
doaj +1 more source
On structural controllability in complex networks with periodic switching topologies
Asian Journal of Control, EarlyView.Abstract This paper investigates the structural controllability of complex networks with periodic switching topologies. First, several graph transformations that preserve structural controllability are demonstrated. Based on the n‐walk theory, a criterion is derived that determines structural controllability by analyzing only the joint graph within a ...
Jingrui Hou +3 more
wiley +1 more source
Programming multi-agent systems [PDF]
, 2015 With the significant advances in the area of autonomous agents and multi-agent systems in the last decade, promising technologies for the development and engineering of multi-agent systems have emerged.
Sub Intelligent Systems +3 more
core +2 more sources
Energy Management of Green Port Multi-Energy Microgrid Based on Fuzzy Logic Control
EnergiesThe green port multi-energy microgrid, featuring renewable energy generation, hydrogen energy, and energy storage systems, is an important gateway to achieve the net-zero emission goal.
Yu Deng, Jingang Han
doaj +1 more source
P2H Modeling and Operation in the Microgrid Under Coupled Electricity–Hydrogen Markets
Frontiers in Energy Research, 2021 The uncertainty and volatility of wind power have led to large-scale wind curtailment during grid connections. The adoption of power-to-hydrogen (P2H) system in a microgrid (MG) can mitigate the renewable curtailment by hydrogen conversion and storage ...
Hongxin Liu +6 more
doaj +1 more source
Business Strategy and the Environment, EarlyView.ABSTRACT Financial capital is widely recognized as having the potential to provide investments needed for net‐zero transitions. While recent empirical studies reveal that financial digitalization and fintech have changed Chinese banks' loan portfolios and business models, they stem from credit restrictions on heavily polluting enterprises and from ...
Akihisa Mori
wiley +1 more source
Line interactive UPS for microgrids [PDF]
, 2014 Line interactive Uninterruptable Power Supply (UPS) systems are good candidates for providing energy storage within a microgrid to help improve its reliability, economy and efficiency.
Sharkh, S.M. +5 more
core +1 more source
Reinforcement Learning for Building Energy Optimization Through Controlling of Central HVAC System
IEEE Open Access Journal of Power and Energy, 2020 This paper presents a novel methodology to control HVAC system and minimize energy cost on the premise of satisfying power system constraints. A multi-agent architecture based on game theory and reinforcement learning is developed so as to reduce the ...
Jun Hao +2 more
doaj +1 more source
A Multi-Objective Optimal Configuration Method for Microgrids Considering Zero-Carbon Operation
IEEE Access, 2023 In microgrids, battery energy storage systems can be used in combination with renewable energy sources as a way to mitigate the adverse effects of the mismatch between renewable energy output and load demand on microgrid operation.
Zetong Fan +4 more
doaj +1 more source