Browsing by Subject "Load modeling"
Now showing items 1-4 of 4
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DRL-HEMS: Deep Reinforcement Learning Agent for Demand Response in Home Energy Management Systems Considering Customers and Operators Perspectives
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)With the smart grid and smart homes development, different data are made available, providing a source for training algorithms, such as deep reinforcement learning (DRL), in smart grid applications. These algorithms allowed ... -
Economic Planning and Comparative Analysis of Market-driven Multi-microgrid system for Peer-to-Peer energy trading
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)This paper focuses on the implementation of peer-to-peer (P2P) energy trading and planning of a grid-connected multi-microgrid system (MMS) based on an advanced optimization approach. The proposed architecture is comprised ... -
Fuzzy time domain and Z-transform for modeling of harmonic electric loads
( IEEE , 2001 , Conference Paper)This paper demonstrates the application of fuzzy systems and Z-transform for electric load modeling in the presence and/or absence of harmonics. The problem is formulated as one of linear optimization, where the objective ... -
Placement and Capacity of EV Charging Stations by Considering Uncertainties with Energy Management Strategies
( Institute of Electrical and Electronics Engineers Inc. , 2023 , Article)At the present context, Plug-in electric vehicles (PEVs) are gaining popularity in the automotive industry due to their low CO2 emissions, simple maintenance, and low operating costs. As the number of PEVs on the road ...