Dynamic Battery Storage Placement for Formation Energy Efficiency

The patent implements a dynamic arrangement method that adjusts battery placement decisions in real-time based on current charge-discharge states and future test recipes. Instead of static placement rules, the system continuously calculates optimal locations by comparing sum values of charge-discharge values, adapting to changing conditions within the formation apparatus to simultaneously maximize capacity utilization and minimize energy consumption.

The patent changes the parameter of battery placement from arbitrary or simple first-come-first-served to an optimized selection based on calculated sum values. By evaluating charge-discharge values and comparing sum values for different storage locations, the system transforms the placement decision into a parameter-driven optimization process that reduces energy loss while maintaining high capacity utilization.

The patent incorporates a feedback mechanism where the system calculates charge-discharge values for each battery, determines sum values for different storage location options, and uses this information to make optimized placement decisions. This feedback loop allows the system to learn from current states and adjust placement strategies to minimize energy consumption while maintaining operational feasibility.

The patent performs preliminary calculations of charge-discharge values and sum values before making placement decisions. By pre-evaluating the energy implications of different storage location options and selecting the optimal placement in advance, the system reduces actual energy consumption during formation operations while keeping the decision process systematic and manageable.