13 تیر 1405
حامد گرگين پور

حامد گرگین پور

مرتبه علمی: دانشیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه مهندسی برق
تحصیلات: دکترای تخصصی / برق
تلفن: -
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان
Model Predictive Control Based Energy Management of a Grid-Connected Microgrid with Renewable Sources and Electric Vehicles
نوع پژوهش مقالات در همایش ها
کلیدواژه‌ها
Microgrid, Energy Management, Model Predictive Control (MPC), Battery Energy Storage System (BESS), Electric Vehicles (EVs), Cost Optimization
پژوهشگران میلاد مالکی (نفر اول) ، حامد گرگین پور (نفر دوم)

چکیده

This paper presents an energy management framework for a grid-connected microgrid consisting of photovoltaic (PV) panels, wind turbines, battery storage, and electric vehicles (EVs). EVs are modeled as mobile storage units with stochastic driving and charging behavior. A model predictive control (MPC) approach is implemented to minimize the total operational cost, which considers electricity purchase from the grid, battery degradation, and EV state-of-charge (SOC) constraints. Renewable generation, load demand, and EV trip profiles are modeled with stochastic variations to capture uncertainties. Simulation results over a 24-hour horizon demonstrate that the proposed MPC-based strategy efficiently balances supply and demand, reduces energy cost, and maintains reliable SOC levels for EVs, while enabling both energy import and export with the main grid.