A portable method and device for monitoring
sodium ions in
breast milk, belonging to the field of
lactation status feedback, is disclosed. The method is executed after a
breast milk container is installed on the main unit and includes the following steps:
breast milk container identification and batch parameter loading, posture detection and gating, dry self-calibration of the electrical channel,
thermal pulse temperature response acquisition and thermodynamic virtual volume
feature extraction, low-frequency / high-frequency electrical response acquisition and bubble interference
feature extraction, optical scattering
signal acquisition and fat /
turbidity proxy
feature extraction, and geometric boundary compensation, temperature compensation,
milk fat shielding compensation, and
sodium ion concentration inversion based on the multi-dimensional features. It can also perform
nursing guidance push, result storage, and edge-cloud collaborative updates. The device includes a main unit and a breast milk container. The main unit contains a
heating film, a temperature probe, an optical
turbidity detection module, and an
electrode detection module connected to a four-
electrode structure. This solution can improve the accuracy, stability, and
repeatability of breast milk
sodium ion detection in a
home setting.