Electric Vehicle Battery Storage Concentric Intelligent Home Energy Management System Using Real Life Data Sets
نویسندگان
چکیده
To meet the world’s growing energy needs, photovoltaic (PV) and electric vehicle (EV) systems are gaining popularity. However, intermittent PV power supply, changing consumer load EV storage limits exacerbate network instability. A model predictive intelligent management system (MP-iEMS) integrated home area (HAPN) is being proposed to solve these challenges. It includes forecasts of generation consumers’ demand for various seasons year, as well constraints on utility grid capacity. This paper presents a multi-timescale, cost-effective scheduling control strategy distribution in HAPN. The stage MP-iEMS applies receding horizon rule-based mixed-integer expert system.To show precise capabilities, suggested technique employs case study real-life annual data sets driving patterns, battery (dis)charging patterns. Annual comparison unique assessment indices (i.e., penetration levels utilization factors) sources illustrated results. ensures users’ comfort low costs relative 13% cost reduction). life-cycle degradation calculates an decline capacity loss up 0.013%.
منابع مشابه
Stochastic control of smart home energy management with plug-in electric vehicle battery energy storage and photovoltaic array
Energy management strategies are instrumental in the performance and economy of smart homes integrating renewable energy and energy storage. This article focuses on stochastic energy management of a smart home with PEV (plug-in electric vehicle) energy storage and photovoltaic (PV) array. It is motivated by the challenges associated with sustainable energy supplies and the local energy storage ...
متن کاملImproving the Energy Management of Parallel Hybrid Electric Vehicle by Dynamic Programming Using Electro-Thermal Model of Battery
In this paper, an offline energy management system (EMS) is proposed for parallel hybrid electric vehicles (HEVs). The proper energy management system is necessary for dividing torque between electrical motor and Internal Combustion Engine (ICE). The battery is a crucial component of hybrid electric vehicles and affects significantly the cost and the performance of the whole vehicle. The primar...
متن کاملBattery life investigation of a hybrid energy management system considering battery temperature effect
This paper investigates the effect of temperature on a hybrid energy storage system with various energy management systems. The hybrid energy storage system consists of a fuel cell, ultracapacitor and battery with associated DC/DC and DC/AC converters. The energy management strategies employed are the state machine control strategy, fuzzy frequency/logic decoupling strategy, minimization strate...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Energies
سال: 2022
ISSN: ['1996-1073']
DOI: https://doi.org/10.3390/en15051619