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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Language | English Japanese |
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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 |
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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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