The combination of two battery technologies offers better cost and performance when considering microgrid systems to provide uninterrupted power to sensitive loads (substation auxiliary system) and also provides greater energy security.
Can batteries be integrated in micro-grid systems?
A battery's model was built and validated in charging and discharging processes. A comparison between four State of Charge (SoC) estimation methods was conducted. The accuracy of the four methods was investigated in real-sitting MG scenarios. Batteries have shown great potential for being integrated in Micro-Grid (MG) systems.
What is micro-grid energy storage?
The strong emergence of Micro-Grid (MG) systems has appealed much interest to the energy storage systems (e.g., batteries, Pumped Hydroelectric Energy Storage (PHES), flywheels, superconductor, molten salt, hydrogen),, because of the intermittent nature and the production uncertainty of Renewable Energy Sources (RES).
Can a target classifier detect multiple battery converters?
The proposed method is applied for multiple battery converters, where new systems that are integrated into a microgrid are trained using the knowledge acquired by the existing systems during the offline phase. The new Target classifier can detect both open-circuit faults and current sensor faults with a 60% dataset reduction.
How to identify a battery's parameters?
In fact, several algorithms (e.g., Recursive Least Squares, Neural Networks, Kalman Filter) and experimental tests, such as, OCV tests, impedance spectroscopy, and Hybrid Pulse Power Characterization (HPPC) test, have been proposed and developed in order to accurately identify the batteries' parameters, , , , .
Furthermore, the main objective of MIGRID project is the integration of micro-grid (MG) systems (composed of RES and storage components) into buildings, while examining several approaches, mainly sizing and control strategies [4,47,48]. The flowchart of the followed research methodology in this study is presented in Fig. 1. © 2020 Elsevier Ltd.
How do you measure a battery's SoC?
Actually, the direct measurement methods (e.g., coulomb counting method, electrochemical impedance spectroscopy method, Open Circuit Voltage (OCV) method) use the dynamic measurement of the battery characteristics in order to estimate the battery's SoC .