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AI Time Series Control System Modelling

Af: Chuzo Ninagawa Engelsk Hardback

AI Time Series Control System Modelling

Af: Chuzo Ninagawa Engelsk Hardback
Tjek vores konkurrenters priser
This book describes the practical application of artificial intelligence (AI) methods using time series data in system control. This book consistently discusses the application of machine learning to the analysis and modelling of time series data of physical quantities to be controlled in the field of system control.

Since dynamic systems are not stable steady states but changing transient states, the changing transient states depend on the state history before the change. In other words, it is essential to predict the change from the present to the future based on the time history of each variable in the target system, and to manipulate the system to achieve the desired change. 

In short, time series is the key to the application of AI machine learning to system control. This is the philosophy of this book: "time series data" + "AI machine learning" = "new practical control methods".

This book can give my helps to undergradate or graduate students, institute researchers and senior engineers whose scientific background are engineering, mathematics, physics and other natural sciences.

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This book describes the practical application of artificial intelligence (AI) methods using time series data in system control. This book consistently discusses the application of machine learning to the analysis and modelling of time series data of physical quantities to be controlled in the field of system control.

Since dynamic systems are not stable steady states but changing transient states, the changing transient states depend on the state history before the change. In other words, it is essential to predict the change from the present to the future based on the time history of each variable in the target system, and to manipulate the system to achieve the desired change. 

In short, time series is the key to the application of AI machine learning to system control. This is the philosophy of this book: "time series data" + "AI machine learning" = "new practical control methods".

This book can give my helps to undergradate or graduate students, institute researchers and senior engineers whose scientific background are engineering, mathematics, physics and other natural sciences.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 237
ISBN-13: 9789811945939
Indbinding: Hardback
Udgave:
ISBN-10: 9811945934
Kategori: Kybernetik og systemteori
Udg. Dato: 3 sep 2022
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Verlag, Singapore
Oplagsdato: 3 sep 2022
Forfatter(e): Chuzo Ninagawa
Forfatter(e) Chuzo Ninagawa

Kategori Kybernetik og systemteori

ISBN-13 9789811945939

Sprog Engelsk

Indbinding Hardback

Sider 237

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 3 sep 2022

Oplagsdato 3 sep 2022

Forlag Springer Verlag, Singapore

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