Battery SoH Evaluation from Charge-Command and Voltage Distributions
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Solution Overview
Problem
Existing energy storage systems used for improving electric power quality in power grids cannot be stopped for precise deterioration evaluation, as they must operate continuously, lacking effective methods for long-term state evaluation.
Innovation Solution
A system and method for evaluating energy storage system deterioration by analyzing charge/discharge command values, voltage, current, and temperature data to determine the state of health (SoH) without stopping the system, using a storage-battery evaluator to compare distributions and calculate deterioration states.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If the energy storage system is stopped to carry out precise deterioration evaluation by actual charge/discharge test, then the evaluation precision is improved, but the system availability deteriorates
Solution Approach 1:
The patent creates a virtual copy of the charge/discharge test environment through simulation. Instead of physically stopping the system to perform actual tests, the system uses historical operational data to construct virtual test scenarios that replicate various charge/discharge conditions. This allows deterioration evaluation to proceed on a digital twin of the battery system while the physical system remains operational.
Solution Approach 2:
The patent performs preliminary data collection and processing during normal operation. Historical charge/discharge data, temperature data, and voltage data are continuously accumulated and pre-processed in advance. When evaluation is needed, the system can immediately conduct virtual tests using this pre-prepared data without requiring system shutdown, thus maintaining availability while enabling precise evaluation.
2Reliability
If the energy storage system operates continuously to maintain system availability, then the system availability is improved, but the ability to perform precise deterioration evaluation deteriorates
Solution Approach 1:
The patent introduces a data processing and simulation module as an intermediary between the operational system and the evaluation process. This intermediary layer takes raw operational data during continuous operation, processes it through virtual simulation models, and produces evaluation results without requiring direct intervention in the physical system. This mediator enables precise evaluation while the system continues to operate normally.
Solution Approach 2:
The patent replaces the mechanical/physical charge/discharge testing process with a computational simulation process. Instead of physically charging and discharging the battery to test its deterioration (which would require stopping the system), the system uses mathematical models and computational algorithms to simulate these processes and predict deterioration based on historical data patterns.
3Measurement precision
If actual charge/discharge tests are performed to evaluate deterioration precisely, then the deterioration evaluation precision is improved, but the evaluation time increases
Solution Approach 1:
The patent implements periodic virtual evaluation cycles using accumulated historical data. Instead of requiring long-duration physical tests, the system periodically processes available historical charge/discharge data through virtual simulations to generate deterioration assessments. This periodic approach using pre-accumulated data significantly reduces evaluation time while maintaining precision through comprehensive data analysis.
Data Source
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AI summary
[Problem] An embodiment of the present invention is to evaluate deterioration of an energy storage system without stopping the function of the energy storage system. [Means for solving the Problem] According to one embodiment, a storage-battery evaluation device includes: a data generator and a deterioration evaluator. The data generator generates a plurality of data items including charge amounts and voltage values of an energy storage device based on current values and the voltage values measured from the energy storage device, the energy storage device being subjected to charge/discharge control in accordance with charge/discharge command values. The deterioration evaluator evaluates a deterioration state of the energy storage device based on a distribution of the voltage values included in the data items the charge amounts of which belong to a first charge-amount range when it is detected that a distribution of first charge/discharge command values satisfies a predetermined condition, the first charge/discharge command values being the charge/discharge command values at which the data items the charge amounts of which belong to the first charge-amount range is obtained.