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システム/制御/情報 Vol. 36 (2023), No. 12

ISIJ International
belloff
オンライン版ISSN: 2185-811X
冊子版ISSN: 1342-5668
発行機関: THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)

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  29. Vol. 9 (1996)

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  30. Vol. 8 (1995)

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  31. Vol. 7 (1994)

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  33. Vol. 5 (1992)

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  34. Vol. 4 (1991)

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  35. Vol. 3 (1990)

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  36. Vol. 2 (1989)

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  37. Vol. 1 (1988)

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キーワードランキング

23 Nov. (Last 30 Days)

システム/制御/情報 Vol. 36 (2023), No. 12

線形系の周波数領域におけるデータ駆動パラメトリックモデリング

松井 義弘, 綾野 秀樹, 増田 士朗, 中野 和司

pp. 401-409

DOI:

10.5687/iscie.36.401

抄録

This paper shows how to model linear plants using data obtained by simple experiments, such as those performed in data-driven controls. The method estimates the frequency response of the plant and uses it to estimate its transfer function with the prediction error method in the frequency domain. The frequency domain prediction error method allows the selection of the frequency components to be used for modeling easily and suppresses the effects of noise on the modeling results. Numerical experiments of open-loop modeling and actual experiments of closed-loop modeling with velocity control system for a two-inertia system demonstrate the effectiveness of the proposed method.

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線形系の周波数領域におけるデータ駆動パラメトリックモデリング

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mendeley

Bibtex

Ris

線形回帰に基づくクラスタリングと局所回帰による熱間仕上圧延のセットアップ予測精度の改善

山本 茂, 塚田 敬将, 松原 翔大, 山崎 之博, 髙木 山河, 堀川 徳二郎

pp. 410-417

DOI:

10.5687/iscie.36.410

抄録

Improving the initial setup accuracy of various hot strip mill actuators has been an issue for a long time. This study proposes new methods to enhance the accuracy if setup values based on the just-in-time method that uses a large amount of stored operational data. The key to the proposed methods is to extract the appropriate neighborhood data necessary for the setup calculations. The proposed method combines local regression, neighborhood data extracted via clustering based on linear regression, and the setup value calculated through the conventional method. We confirmed that the proposed method better improves the accuracy compared to the conventional method.

mendeley

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線形回帰に基づくクラスタリングと局所回帰による熱間仕上圧延のセットアップ予測精度の改善

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mendeley

Bibtex

Ris

ADMMを用いた分散スケジューリングの安定性解析と改良アルゴリズムの提案

二井矢 直樹, 宮本 俊幸, 井上 大地, 梅田 豊裕, 高井 重昌

pp. 418-428

DOI:

10.5687/iscie.36.418

抄録

In recent years, the development of optimization methods in multi-agent systems has been remarkable. We have proposed a distributed scheduling method using the Alternating Direction Method of Multipliers (ADMM). However, in many cases, the scheduling process oscillates and does not converge. In this study, we present a theorem regarding the stability of distributed scheduling using ADMM. Additionally, we propose a modified ADMM algorithm to ensure that the algorithm reaches a stable state. The results of computer experiments demonstrate the effectiveness of the proposed method.

mendeley

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ADMMを用いた分散スケジューリングの安定性解析と改良アルゴリズムの提案

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mendeley

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