INFORMATION PROCESSING DEVICE

To estimate an appropriate parameter without an adjustment by a manual work.SOLUTION: A parameter adjusting device 5 includes: a coordinate data obtaining unit 10 that obtains coordinate data on an industrial machinery; a parameter generating unit 20 that generates an operation parameter; a paramete...

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Main Authors NARITA TAKESHI, MARUI NAOKI
Format Patent
LanguageEnglish
Japanese
Published 21.02.2024
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Abstract To estimate an appropriate parameter without an adjustment by a manual work.SOLUTION: A parameter adjusting device 5 includes: a coordinate data obtaining unit 10 that obtains coordinate data on an industrial machinery; a parameter generating unit 20 that generates an operation parameter; a parameter storing unit 30 that stores the operation parameter; a status data obtaining unit 40 that obtains status data on the industrial machinery; an index data calculating unit 50 that calculates index data on the basis of the status data; a sample storing unit 60 that stores sample data which associates the operation parameter and the index data with each other; a parameter searching unit 70 that searches the operation parameter which is estimated as appropriate using sample data; and a model learning unit 80 that generates a learning model for estimating the appropriate parameter from the coordinate data using learning data which associates the operation parameter estimated as appropriate and the coordinate data with each other.SELECTED DRAWING: Figure 1 【課題】手作業での調整を行なうことなく適正パラメータを推定する。【解決手段】パラメータ調整装置(5)は、産業機械の座標データを取得する座標データ取得部(10)と、動作パラメータを生成するパラメータ生成部(20)と、動作パラメータを記憶するパラメータ記憶部(30)と、産業機械の状態データを取得する状態データ取得部(40)と、状態データに基づいて指標データを計算する指標データ計算部(50)と、動作パラメータと指標データとを紐付けたサンプルデータを記憶するサンプル記憶部(60)と、サンプルデータを用いて適正と推定される動作パラメータを探索するパラメータ探索部(70)と、適正と推定される動作パラメータと座標データとを紐付けた学習用データを用いて座標データから適正パラメータを推定するための学習モデルを生成するモデル学習部(80)とを備える。【選択図】図1
AbstractList To estimate an appropriate parameter without an adjustment by a manual work.SOLUTION: A parameter adjusting device 5 includes: a coordinate data obtaining unit 10 that obtains coordinate data on an industrial machinery; a parameter generating unit 20 that generates an operation parameter; a parameter storing unit 30 that stores the operation parameter; a status data obtaining unit 40 that obtains status data on the industrial machinery; an index data calculating unit 50 that calculates index data on the basis of the status data; a sample storing unit 60 that stores sample data which associates the operation parameter and the index data with each other; a parameter searching unit 70 that searches the operation parameter which is estimated as appropriate using sample data; and a model learning unit 80 that generates a learning model for estimating the appropriate parameter from the coordinate data using learning data which associates the operation parameter estimated as appropriate and the coordinate data with each other.SELECTED DRAWING: Figure 1 【課題】手作業での調整を行なうことなく適正パラメータを推定する。【解決手段】パラメータ調整装置(5)は、産業機械の座標データを取得する座標データ取得部(10)と、動作パラメータを生成するパラメータ生成部(20)と、動作パラメータを記憶するパラメータ記憶部(30)と、産業機械の状態データを取得する状態データ取得部(40)と、状態データに基づいて指標データを計算する指標データ計算部(50)と、動作パラメータと指標データとを紐付けたサンプルデータを記憶するサンプル記憶部(60)と、サンプルデータを用いて適正と推定される動作パラメータを探索するパラメータ探索部(70)と、適正と推定される動作パラメータと座標データとを紐付けた学習用データを用いて座標データから適正パラメータを推定するための学習モデルを生成するモデル学習部(80)とを備える。【選択図】図1
Author MARUI NAOKI
NARITA TAKESHI
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Snippet To estimate an appropriate parameter without an adjustment by a manual work.SOLUTION: A parameter adjusting device 5 includes: a coordinate data obtaining unit...
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SubjectTerms CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
Title INFORMATION PROCESSING DEVICE
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