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Joint Optimization of EV Charging and Renewable Distributed Energy With Storage Systems Under Uncertainty
Published 2025-01-01“…This study presents an integrated planning approach to optimize the allocation of EVCSs based on the spatial-temporal distribution of traffic flows. A stochastic model is also introduced to determine the optimal placement of the energy storage system, accounting for uncertainty factors such as fluctuating electrical loads and the intermittency of renewable energy sources. …”
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Berth Allocation and Quay Crane Scheduling in Port Operations: A Systematic Review
Published 2025-07-01“…Additionally, the application of machine learning and reinforcement learning enables real-time solutions, while robust optimization and stochastic models present effective strategies, particularly in scenarios involving uncertainties. …”
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Multistability bifurcation analysis and transmission pathways for the dynamics of the infectious disease-cholera model with microbial expansion inducing the Allee effect in terms o...
Published 2025-04-01“…Through a rigorous analysis, we demonstrate that the stochastic model offers a unique global positive solution. …”
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GNSS time series analysis of the crustal movement network of China: Detecting the optimal order of the polynomial term and its effect on the deterministic model
Published 2025-07-01“…GNSS time series analysis provides an effective method for research on the earth's surface deformation, and it can be divided into two parts, deterministic models and stochastic models. The former part can be achieved by several parameters, such as polynomial terms, periodic terms, offsets, and post-seismic models. …”
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