专利检索 ap:("DTN, LLC") AND inv:"DUSTIN M. SALENTINY" 第 1 页

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发明公开
MODELING OF SOIL COMPACTION AND STRUCTURAL CAPACITY FOR FIELD TRAFFICABILITY BY AGRICULTURAL EQUIPMENT FROM DIAGNOSIS AND PREDICTION OF SOIL AND WEATHER CONDITIONS ASSOCIATED WITH USER-PROVIDED FEEDBACK 审中-公开

公开(公告)号：US20240341249A1

公开(公告)日：2024-10-17

申请号：US18545371

申请日：2023-12-19

申请人： DTN, LLC

发明人： JOHN J. MEWES , DUSTIN M. SALENTINY

IPC分类号： A01G25/16 , A01B79/00 , A01G25/02 , G01W1/10 , G06F30/20

CPC分类号： A01G25/167 , A01B79/005 , A01G25/023 , G01W1/10 , G06F30/20

摘要： A multi-step iterative process for simulating complex agricultural situations where limited sets of data are available for such problems first predicts an outcome for each situation in a particular dataset, using initial assumptions of an applied primary model. The process then uses the errors across these situations to identify where opportunities exist among relevant predictive variables for the model to make changes to a response to such predictor variables to reduce the errors when averaged across all situations. The process then develops a correction model to identify adjustments based on combinations of the predictive variables, and applies the adjustments to the primary model to induce an altered outcome.