{
  "$type": "site.standard.document",
  "description": "Provided are an optimization method of an electrolyte for lithium secondary batteries, an optimization system of an electrolyte for lithium secondary batteries, an electrolyte for lithium secondary batteries, and a lithium secondary battery, the optimization method including preparing a first data…",
  "path": "/patents/1377646",
  "publishedAt": "2025-12-25T00:00:00.000Z",
  "site": "at://did:plc:oql6ds5vnff4ugar6rruliwd/site.standard.publication/3mn3ohu7oxx5w",
  "tags": [
    "H01M10/484",
    "The Industry & Academic Cooperation in Chungnam National University (IAC)"
  ],
  "textContent": "Provided are an optimization method of an electrolyte for lithium secondary batteries, an optimization system of an electrolyte for lithium secondary batteries, an electrolyte for lithium secondary batteries, and a lithium secondary battery, the optimization method including preparing a first data set including a first formulation and data obtained from the first formulation, obtaining a second formulation from the first data set by Bayesian Optimization, obtaining data from the second formulation, preparing an updated first data set including an updated first formulation and data obtained from the updated first formulation by updating the first formulation and the data obtained from the first formulation by using the second formulation and the data obtained from the second formulation, respectively, and determining whether termination conditions are satisfied, wherein the obtaining of the second formulation, the obtaining of data from the second formulation, and the preparing of the updated first data set are repeated until the termination conditions are satisfied, the data obtained from the first formulation includes first data obtained from an electrolyte prepared by the first formulation and second data obtained from a lithium secondary battery prepared by using the electrolyte, and the second data includes a latter retention and a final discharge capacity.",
  "title": "OPTIMIZATION METHOD AND OPTIMIZATION SYSTEM OF ELECTROLYTE FOR LITHIUM SECONDARY BATTERY, ELECTROLYTE FOR LITHIUM SECONDARY BATTERY, AND LITHIUM SECONDARY BATTERY"
}