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Optimal charge scheduling of electric vehicles in solar energy integrated power systems considering the uncertainties
(Springer, Cham, 2020-01-21)
Nowadays, vehicle to grid (V2G) capability of the electric vehicle (EV) is used in the smart distribution network (SDN). The main reasons for using the EVs, are improving air quality by reducing greenhouse gas emissions, ...
An Optimized Uncertainty-Aware Training Framework for Neural Networks
Uncertainty quantification (UQ) for predictions generated by neural networks (NNs) is of vital importance in safety-critical applications. An ideal model is supposed to generate low uncertainty for correct predictions and ...
Linearized Stochastic Optimization Framework for Day-Ahead Scheduling of a Biogas-Based Energy Hub Under Uncertainty
(Institute of Electrical and Electronics Engineers, 2021-09-28)
Energy hubs (EHs), due to their multiple nature in the production, consumption, and storage of energy, as well as the ability to participate in different energy markets, have made their optimal and profitable scheduling ...
An optimal home energy management paradigm with an adaptive neuro-fuzzy regulation
In the smart grid paradigm, residential consumers should participate actively in the energy exchange mechanisms by adjusting their consumption and generation. To this end, a proper home energy management system (HEMS), in ...
Novel Hybrid Stochastic-Robust Optimal Trading Strategy for a Demand Response Aggregator in the Wholesale Electricity Market
(Institute of Electrical and Electronics Engineers, 2021-07-21)
The close interaction between the electricity market and the end-users can assist the demand response (DR) aggregator in handling and managing various uncertain parameters simultaneously to reduce their effect on the ...
A Stochastic Planning Model for Improving Resilience of Distribution System Considering Master-Slave Distributed Generators and Network Reconfiguration
The recent experiences of extreme weather events highlight the significance of boosting the resilience of distribution systems. In this situation, the resilience of distribution systems planning leads to an efficient ...
Iterative Game Approach for Modeling the Behavior of Agents in a Competitive Flexibility Trading
The potential of end-users to modify their consumption pattern makes them an interesting resource for providing energy flexibility in energy communities. Thus, active end-users require sufficient incentives and automated ...
A Local Capacity Market Providing Local and System-wide Flexibility Services
A large amount of renewable energy sources and electric vehicles will be integrated into future electricity distribution and transmission systems. New flexibility services from distribution network are needed to manage the ...
Co-optimized bidding strategy of an integrated wind-thermal-photovoltaic system in deregulated electricity market under uncertainties
Clean Energy sources, such as wind and solar, have become an inseparable part of today's power grids. However, the intermittent nature of these sources has become the greatest challenge for their owners, which makes the ...
Role of Smart Homes and Smart Communities in Flexibility Provision
(CRC Press, Taylor & Francis Group, 2021-07-16)
Distribution-network-located flexible energy resources such as smart homes and energy communities are potential resources that can contribute to enhancing the flexibility of power systems. In this regard, this chapter first ...