Distributed Intelligent Battery Management System Using a Real-World Cloud Computing System

被引:4
|
作者
Garcia, Emilio [1 ]
Quiles, Eduardo [1 ]
Correcher, Antonio [1 ]
机构
[1] Univ Politecn Valencia, Inst Automat & Informat Ind, Valencia 46022, Spain
关键词
battery management system; SOC; SOH; temperature sensor; charge regulator; cloud computing; ESS; LITHIUM-ION BATTERIES; THERMAL MANAGEMENT; FAULT-DIAGNOSIS; AGING MECHANISMS; CYCLE LIFE; MODEL; PROGNOSTICS; STATE; RUNAWAY; ENERGY;
D O I
10.3390/s23073417
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this work, a decentralized but synchronized real-world system for smart battery management was designed by using a general controller with cloud computing capability, four charge regulators, and a set of sensorized battery monitors with networking and Bluetooth capabilities. Currently, for real-world applications, battery management systems (BMSs) can be used in the form of distributed control systems where general controllers, charge regulators, and smart monitors and sensors are integrated, such as those proposed in this work, which allow more precise estimations of a large set of important parameters, such as the state of charge (SOC), state of health (SOH), current, voltage, and temperature, seeking the safety and the extension of the useful life of energy storage systems based on battery banks. The system used is a paradigmatic real-world example of the so-called intelligent battery management systems. One of the contributions made in this work is the realization of a distributed design of a BMS, which adds the benefit of increased system security compared to a fully centralized BMS structure. Another research contribution made in this work is the development of a methodical modeling procedure based on Petri Nets, which establishes, in a visible, organized, and precise way, the set of conditions that will determine the operation of the BMS. If this modeling is not carried out, the threshold values and their conditions remain scattered, not very transparent, and difficult to deal with in an aggregate way.
引用
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页数:38
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