研究者業績

佐藤 孝雄

サトウ タカオ  (Takao Sato)

基本情報

所属
兵庫県立大学 大学院 工学研究科 機械工学専攻 教授
学位
博士(工学)(2002年3月 岡山大学)

ORCID ID
 https://orcid.org/0000-0003-0590-3594
researchmap会員ID
5000022439

外部リンク

主要な委員歴

 170

論文

 198
  • 古坂 匠, 佐藤孝雄, 荒木 望, 小西康夫
    電気学会論文誌C 139(4) 300-304 2019年4月  査読有り責任著者
  • 佐藤孝雄, 日下部 琢磨, 川口 夏樹, 荒木 望, 小西康夫
    電気学会論文誌C 139(4) 484-485 2019年4月  査読有り筆頭著者責任著者
  • 伊藤 奨, 佐藤孝雄, 荒木 望, 小西康夫
    電気学会論文誌C 139(4) 409-413 2019年4月  査読有り責任著者
  • Sho Ito, Takao Sato, Nozomu Araki, Yasuo Konishi
    IEEJ Transactions on Electrical and Electronic Engineering 13(12) 1837-1838 2018年12月  査読有り責任著者
    We propose a new data-driven method for a single-input multi-output dual-rate system, in which the sampling interval of plant outputs is an integer multiple of the holding interval of a control input. In the proposed method, the dual-rate system is converted to a multi-input multi-output single-rate system, and controller parameters are optimized using one-shot closed-loop data. Furthermore, the ripple-free condition is clarified. Finally, the effectiveness of the proposed method is shown through a numerical example. © 2018 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
  • Ryota Yasui, Natsuki Kawaguchi, Takao Sato, Nozomu Araki, Yasuo Konishi
    2018 International Conference on Information and Communication Technology Robotics, ICT-ROBOT 2018 1-4 2018年11月  査読有り責任著者
    This study discusses a space-space design method for controlling a single-input single-output dual-rate system, where the sampling interval of a plant output is longer than the holding interval of a control input. In such a dual-rate control system, the intersample output can oscillate even if the sampled output converges to the reference input. In the proposed method, an existing control law is extended using the null-space so that the intersample ripple is eliminated. As a result, the intersample output response is redesigned independent of the sampled output response. Finally, through numerical examples, the effectiveness of the proposed method is verified.
  • 井上 昭, 佐藤孝雄, 矢納 陽, トウ 明聡
    電気学会論文誌C 138(9) 1169-1175 2018年9月  査読有り
  • Ryo Kurokawa, Takao Sato, Ramon Vilanova, Yasuo Yasuo
    Journal of Robotics, Networking and Artificial Life, Atlantis press 5(2) 118-121 2018年9月  査読有り責任著者
  • Takao Sato, Hiroshi Tajika, Ramon Vilanova, Yasuo Konishi
    IEEJ Transactions on Electrical and Electronic Engineering 13(8) 1169-1181 2018年8月  査読有り筆頭著者責任著者
    This paper presents a proportional-integral-derivative (PID) control system design method for discrete-time first-order plus dead-time plants. Because the relation between the tracking performance and the robust stability is the trade-off, the PID parameters of the PID control system are decided such that the tracking performance is optimized subject to the assigned robust stability, where the reference or disturbance response is selected as the tracking performance. In the proposed method, the PID parameters decision method is designed using a neural network with an extreme learning machine. Hence, the optimal PID parameters are obtained based on the trade-off between the tracking performance and the robust stability. Furthermore, the proposed design method is extended as the adaptive control, and hence an unknown or time-varying plant, is well controlled using the proposed method. © 2018 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
  • Sho Ito, Natsuki Kawaguchi, Takao Sato, Nozomu Araki, Yasuo Konishi
    Proceedings of 2018 ISFA - 2018 International Symposium on Flexible Automation 1-2 2018年7月  査読有り責任著者
    The present study discusses a design method for controlling a twin-motor system, where a shaft is actuated by two direct-current (DC) motors. In order to optimize controller parameters such that the trajectory of the rotation speed of the shaft follows that of the reference model, fictitious reference iterative tuning (FRIT) is used. To decide the controller parameters of a two-input one-output system using FRIT, the system is designed as a dual-rate system. Finally, the designed controller parameters are applied to an experimental setup, and its effectiveness is demonstrated.
  • Sho Ito, Takao Sato, Nozomu Araki, Yasuo Konishi
    IFAC-PapersOnLine 51(4) 581-585 2018年6月  査読有り責任著者
    In this study, we evaluated a new data-driven approach for designing a dual-rate cascade control system. A dual-rate cascade control system consists of inner and outer loops, where the update interval of the inner loop controller is shorter than that of the outer controller. In the proposed method, fictitious reference iterative tuning is used to optimize the controller parameters in the inner and outer loops. Hence, the controller parameters are designed using only the control data, and no modeling procedure is needed. The controller parameter for the inner loop is optimized first, and then the outer loop parameter is optimized. Because the inner loop is updated faster than the outer loop in the dual-rate system, the control performance of the proposed dual-rate design is superior to that of conventional single-rate systems. The effectiveness of the proposed method was demonstrated using numerical examples.
  • Ryo Kurokawa, Takao Sato, Ramon Vilanova, Yasuo Konishi
    IFAC-PapersOnLine 51(4) 244-249 2018年6月  査読有り責任著者
    The present study proposes a new approach to a data-driven PID control design method based on one-shot closed-loop input and output data. Even if the proposed controller is designed using only one-shot data, both the prescribed robust stability and tracking performance optimization are attained. The proposed control law is designed by solving a constrained optimization problem, in which the robust stability as a constraint condition is designed by a sensitivity function estimated using the discrete-time Fourier transform, and the performance function defined using a fictitious reference is minimized. As a result, the proposed method provides trade-off design between the tracking performance and robust stability, where the robust stability is arbitrarily selected depending on the plant perturbation. The effectiveness of the proposed method is demonstrated through numerical examples.
  • 保井良太, 佐藤孝雄, 荒木 望, 小西康夫
    電気学会論文誌C 138(5) 471-479 2018年5月  査読有り責任著者
  • Sho Ito, Takao Sato, Nozomu Araki, Yasuo Konishi
    IEEJ Transactions on Electrical and Electronic Engineering 13(4) 654-655 2018年4月  査読有り責任著者
    This study proposes a new design method for controlling a multi-input single-output dual-rate system, where the sampling interval of the plant output is longer than the hold intervals of the control inputs. Using the lifting technique, the dual-rate system is converted to the multi-input multi-output single-rate system, and the controller parameters are optimized based on one-shot closed-loop data. Finally, the effectiveness of the proposed method is demonstrated through numerical examples. © 2017 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
  • 高谷秀明, 荒木 望, 佐藤孝雄, 小西康夫
    精密工学会誌 84(2) 194-200 2018年2月  査読有り
  • 松谷篤志, 佐藤孝雄, 荒木 望, 小西康夫
    システム制御情報学会論文誌 31(2) 58-62 2018年2月  査読有り責任著者
  • Takao Sato, Akira Yanou, Shiro Masuda
    IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E101A(2) 460-466 2018年2月  査読有り筆頭著者責任著者
    A ripple-free dual-rate control system is designed for a single-input single-output dual-rate system, in which the sampling interval of a plant output is longer than the holding interval of a control input. The dual-rate system is converged to a multi-input single-output single-rate system using the lifting technique, and a control system is designed based on an error system using the steady-state variable. Because the proposed control law is designed so that the control input is constant in the steady state, the intersample output as well as the sampled output converges to the set-point without both steady-state error and intersample ripples when there is neither modeling nor disturbance. Furthermore, in the proposed method, a two-degree-of-freedom integral compensation is designed, and hence, the transient response is not deteriorated by the integral action because the integral action is canceled when there is neither modeling nor disturbance. Moreover, in the presence of the modeling error or disturbance, the integral compensation is revealed, and hence, the steady-state error is eliminated on both the intersample and sampled response.
  • Yuya Ueda, Takao Sato, Nozomu Araki, Yasuo Konishi
    2018 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY ROBOTICS (ICT-ROBOT) 2018年  
    This paper proposes a new design method for controlling the dual-rate sampled-data control system, in which the sampling interval of a plant output is longer than the holding interval of a control input. In such a sampled-data control system, the continuous-time plant is controlled by the discrete-time controller using the sampled output, and hence the intersample response is designed as well as the sampled output response. In the proposed method, the dual-rate control system is extended independent of the discrete-time response. Furthermore, the intersample response for the disturbance is improve without changing the existing sampled response.<bold> </bold>
  • Ryo Kurokawa, Naoya Inoue, Takao Sato, Orland Arrieta, Ramon Vilanova, Yasuo Konishi
    International Journal of Innovative Computing, Information and Control 13(6) 1953-1963 2017年12月  査読有り責任著者
    The present paper investigates a design method for a one-degree-of-freedom control system with proportional-integral-derivative (PID) compensation. In the control system, the tracking performance and stability are in a trade-off relationship, and the servo performance and the regulation performance are also in a trade-off relationship depending on the design of the tracking performance. The present paper proposes a simple design method of the PID parameters. In the proposed system, the PID parameters are decided such that the tracking performance is optimized subject to the assigned robust stability. Furthermore, the tracking performance is seamlessly adjusted between the servo performance and the regulation performance. The effectiveness of the proposed method is demonstrated through numerical examples.
  • 川口夏樹, 荒木 望, 佐藤孝雄, 小西康夫
    システム制御情報学会論文誌 30(10) 386-394 2017年10月  査読有り
  • 川口夏樹, 荒木 望, 佐藤孝雄, 小西康夫
    システム制御情報学会論文誌 30(10) 407-409 2017年10月  査読有り
  • 佐藤孝雄, 川口夏樹, 荒木 望, 小西康夫
    システム制御情報学会論文誌 30(9) 373-377 2017年9月  査読有り筆頭著者責任著者
  • 佐藤孝雄
    システム/制御/情報 解説記事 61(9) 369-374 2017年9月  査読有り招待有り筆頭著者最終著者責任著者
  • 川口夏樹, 荒木 望, 佐藤孝雄, 小西康夫
    システム制御情報学会論文誌 30(8) 330-337 2017年8月  査読有り
    <p>In this paper, we propose an active fault detection scheme with input redundancy of the plant. The proposed active fault detection scheme aims at quickly detecting of the occurrence of actuator sticking under steady state. In addition, a new fault tolerant control (FTC) design is developed to implement the active fault detection scheme for input redundant 2-input 1-output plant. Finally, the effectiveness of the proposed FTC and the applicability of the proposed active fault detection scheme are verified through several experiments.</p>
  • 日下部 琢磨, 佐藤 孝雄, 荒木 望, 小西 康夫
    自動制御連合講演会講演論文集 60 1287-1288 2017年  
  • Takao Sato, Nozomi Ishii, Nozomu Araki, Yasuo Konishi
    2017 6TH INTERNATIONAL SYMPOSIUM ON ADVANCED CONTROL OF INDUSTRIAL PROCESSES (ADCONIP) 161-165 2017年  査読有り
    This study discusses a design method for sampled-data multi-rate control systems, in which the sampling interval of the plant output is an integer multiple of the hold interval of the control input. In this study, a desired response in discrete time is assumed to be obtained using a multi-rate control law, and then the multi-rate control law is extended such that an existing discrete-time disturbance and reference responses are simultaneously maintained. In the proposed multi-rate control system, the intersample response can be improved independently of the discrete-time response. Finally, the effectiveness of the proposed method is shown through numerical examples.
  • Takao Sato, Natsuki Kawaguchi, Nozomu Araki, Yasuo Konishi
    2017 56TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE) 522-524 2017年  査読有り
    This study discusses a design method for controlling a dual-rate control system, where the sampling interval of the plant output is longer than that hold interval of the control input. Using the lifting technique, the dual-rate system is designed as a multi-input single-output single-rate system, where the sampling interval of the plant output is equivalent to the hold intervals of the control inputs. In the lifted single-rate system, redundant control inputs are obtained. In this study, the redundant control inputs are designed independently of the reference response. Finally, the effectiveness of the obtained redundant control inputs is demonstrated through numerical examples.
  • 佐藤孝雄, 山本 透
    電気学会論文誌C 137(1) 2-5 2017年1月  査読有り招待有り筆頭著者
  • 佐藤孝雄
    電気学会 電子・情報・システム部門 News Letter (1) 12-12 2017年1月  査読有り招待有り筆頭著者最終著者責任著者
  • 佐藤孝雄
    システム/制御/情報 61(1) 35-35 2017年1月  査読有り招待有り筆頭著者最終著者責任著者
  • Takao Sato, Hironobu Sakaguchi, Nozomu Araki, Yasuo Konishi
    Journal of Robotics and Mechatronics 28(5) 640-645 2016年10月  査読有り筆頭著者責任著者
    In the new design method we propose for a multirate output feedback control system,the hold interval of control input is longer than the sampling interval of plant output. In this system,unknown state variables are calculated using control input and plant output without observers. The multirate output feedback control system has been extended by introducing new design parameters that are designed independent of the calculation of the state variable. To our knowledge,however,no systematic design scheme has ever been proposed for design parameters in this case. In this study,quantization error is dealt with statistically and design parameters are decided to minimize quantization error.
  • Tomonori Kamiya, Takao Sato, Nozomu Araki, Yasuo Konishi
    Journal of Robotics and Mechatronics 28(5) 702-706 2016年10月  査読有り責任著者
    This paper discusses a design method for a multirate system including integrators,where the update interval of the control input is shorter than the sampling interval of the plant output. In such a multirate control system,intersample output might oscillate between sampled outputs in the steady state even if the sampled output converges to the reference input. This is because the control input can be updated between the sampled outputs. In a conventional method,a predesigned control law is extended such that the steadystate ripples are eliminated independent of a discretetime response. However,the conventional method is invalid when integrators are included in a controlled plant. In this study,a difference operation in discrete time is used to address this issue. Moreover,the transient-state intersample response is improved independent of a pre-designed discrete-time response.
  • Takao Sato, Nozomu Araki, Yasuo Konishi
    ICIC Express Letters, Part B: Applications 7(9) 1891-1899 2016年9月  査読有り筆頭著者責任著者
    This paper presents a new pressure control system for the furnace of a thermal power plant boiler. Such a system has nonlinear dynamics, and so it cannot be sufficiently controlled using linear control theory. Moreover, it is necessary to compensate for interference among variables, because this is a multivariable system with dead time. The plant is assumed to be a multiloop system, and we use the self-tuning method to design a linear controller for each loop. These controllers use proportional-integral (PI) compensation, with the parameters based on generalized predictive control (GPC). The interference among variables is treated as a disturbance, and the controllers use both a feed-forward compensator and the future reference trajectory of the GPC. We present numerical examples to evaluate the efficacy of using the feed-forward compensator and the future reference trajectory.
  • Takao Sato, Natsuki Kawaguchi, Shintaro Nakatani, Nozomu Araki, Yasuo Konishi
    IFAC-PapersOnLine 49(6) 1-3 2016年7月  査読有り筆頭著者責任著者
    This study discusses an education method aimed at increasing student depth of understanding of control theory via an education system based on the flight control system of a model helicopter. Using this system, undergraduate students use different methods to vary the altitude of the helicopter, and, in the process, directly experience dynamics, linearity, and nonlinearity, as well as the control requirements and differences between manual and automatic control. The results of this study show that student understanding of control theory can be effectively increased using our education system.
  • 佐藤孝雄, 大西義浩, 山本 透, 小西康夫
    電気学会論文誌C 136(5) 728-729 2016年5月  査読有り筆頭著者責任著者
  • 本田貴裕, 佐藤孝雄, 荒木 望, 小西康夫
    システム制御情報学会論文誌 29(5) 231-233 2016年5月  査読有り責任著者
  • Nozomi Ishii, Takao Sato, Nozomu Araki, Yasuo Konishi
    ICIC Express Letters, Part B: Applications 7(5) 1037-1042 2016年5月  査読有り責任著者
    We studied a design method for a multi-rate control system, in which the sampling interval of the plant output is twice the hold interval of the control input. In conventional control design method, the pre-designed control law is extended without changing the existing discrete-time control system at a slow-single-rate. In the extended multi-rate control system, the intersample response can be improved without changing the sampled output response if the control system has no disturbance. Therefore, this paper proposes a new multi-rate controller design method that reduces intersample output disturbance while preserving the sampled output of the pre-designed single-rate control system.
  • Takao Sato, Nozomu Araki, Yasuo Konishi
    2016 INTERNATIONAL SYMPOSIUM ON FLEXIBLE AUTOMATION (ISFA) 38-40 2016年  査読有り
    This study discusses a design method for a sampled-data multi-rate control system in which the sampling interval of the plant output is an integer multiple of the hold interval of the control input. In this study, a pre-designed multi-rate control law is extended such that the sampled behavior is maintained. Using the extended control law, both the transient and steady-state intersample behavior can be redesigned independently of the sampled behavior. The effectiveness of the extended method is demonstrated through numerical examples.
  • Takao Sato, Takahiro Honda, Nozomu Araki, Yasuo Konishi
    2016 IEEE 21ST INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA) 2016年  査読有り
    In the present study, we propose a design method for a dual-rate control system, in which the sampling interval of the plant output is twice the hold interval of the control input. Noniterative correlation-based tuning (NCbT) has been proposed in a single-rate system, in which both the intervals are same. In NCbT, a controller parameter is optimized using a set of input-output data when the plant model is unknown. In the present study, we extend NCbT to a dual-rate control system. Finally, the effectiveness of the proposed method is demonstrated through a simulation example.
  • Takao Sato, Akira Yanou, Shiro Masuda, Nozomu Araki, YasuoKonishi
    2016 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS) 121-125 2016年  査読有り
    This study proposes a new design for generalized predictive control in a multirate system in which the sampling interval of the plant output is an integer multiple of the hold interval of the control input. We design a system with one degree of freedom, and then, for integral action we extend it to two degrees of freedom. Because the integral compensation is revealed only when a modeling error or a disturbance arises, the integral compensation does not cause the transient response to deteriorate when these are absent. Moreover, even if there is a modeling error or a step-type disturbance, the plant output converges to the step-type reference input, because the integral compensation is revealed. The proposed design is based on a state-space representation, and hence it can be easily extended to a multivariate system.
  • Nozomu Araki, Takahiro Inoue, Shintaro Nakatani, Takao Sato, Yasuo Konishi
    ICIC Express Letters 10(11) 2555-2561 2016年  査読有り
    In this study, we considered the backward path-tracking control of articulated vehicles such as a tractor-trailer. An effective method using the exact feedback linearization was previously proposed in this research area. However, this method has a singular condition that the control law cannot be defined. Because of this, the controller has a strong dependence on the initial condition of the vehicle’s position and behavior with respect to the desired path. Moreover, the range of application is too narrow for practical use. To solve this problem, we propose a performance improvement method for the exact feedback linearization-based controller. Our proposed method is obtained by adding a singular condition avoidance input, which is obtained heuristically, to the previous controller. The simulation results indicated that our proposed method is useful for controlling a tractor-trailer mobile robot.
  • 中谷慎太郎, 川口夏樹, 荒木 望, 佐藤孝雄, 小西康夫
    工学教育 64(2) 8-13 2016年  査読有り
    This paper reports a project-based learning (PBL) program for graduate students to develop science communication skills. To achieve this, the program made graduate students majoring in control engineering designed about an educational experiment system to understand the concept of control technique for elementary and junior high school pupils. As a result, they designed an educational program using a single-degree-of-freedom helicopter model. This program was carried out in the "youngsters' science festival" which is regional science festival. In addition, they summarized the details of the system and the responses of participants and presented at a conference on control, measurement and system integration. Through this PBL program, the students could develop their science communication skills by themselves.
  • 中谷真太朗, 中谷真太朗, 荒木望, 佐藤孝雄, 小西康夫
    計測自動制御学会論文集 51(8) 535-541 (J-STAGE)-541 2015年8月  査読有り
    In recent years, numerous studies on motion classification using surface electromyography (sEMG) have been conducted to realize a myoelectric hand system. This study considered the practical issues in a motion classification method using sEMG, which will be used to control a myoelectric hand. One such issue is the change in the sEMG characteristics that is caused by a change in the position of the sEMG electrode, owing to the replacement of the electrode. Because such changes influence the performance of a motion classifier, it is generally necessary to be relearn the classifier that the position of the electrode may change. To solve this problem, we propose a new classifier update method using a semi-supervised learning technique. In this method, the data measured under electrode position change is categorized into each motion by a semi-supervised learning technique using the relationship between the unsupervised data and the known categorized supervised data measured at a reference position; the classifier is then recalculated using categorized data. The experimental result shows that the performance of our proposed method is maintained even if the position of the electrode is changed.
  • Hiroshi Tajika, Takao Sato, Ramon Vilanova, Yasuo Konishi
    2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED) 249-254 2015年  査読有り
    The present paper discusses the design of a discrete-time proportional-integral-derivative (PID) control system for a first-order plus dead-time model. The optimal parameters for the desired robustness of the PID control system are determined by using the maximum value of the sensitivity function. We optimized the load-disturbance or the set-point performance in order to achieve the specified robustness. Finally, the effectiveness of the proposed design method is demonstrated through a numerical simulation.
  • Takao Sato, Yoshihiro Ohnishi, Toru Yamamoto, Yasuo Konishi
    2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015) 77-81 2015年  査読有り
    The present study discusses a design method for controlling a weigh feeder. In the present study, a designed control system is assessed, and the control parameters are updated such that the control performance is improved. The proportional-integral (PI) control law is used to obtain a practical control system in industry. In the control system of a weigh feeder, since the steady-state response is more important than the transient response, the PI parameters of the PI control law are decided based on generalized minimum variance control with steady-state prediction (GMVCS). In the design of GMVCS, steady-state prediction is used instead of dead-time ahead prediction, and hence the steady-state control performance is superior to that of conventional methods. Finally, the effectiveness of the proposed method is demonstrated through experimental results.
  • Ryosuke Fujiwara, Natsuki Kawaguchi, Nozomu Araki, Takao Sato, Yasuo Konishi
    ICIC Express Letters, Part B: Applications 6(12) 3237-3242 2015年1月  査読有り
    This paper proposes a method for diagnosing a fault in the actuator of a mechanical system based on the log-likelihood of a discrete linear model describing the system. To detect the fault, we use the fact that the system characteristics change when a mechanical system is faulty. Our method detects changes in characteristics using the log-likelihood of the nominal model. After fault detection, comparing the log-likelihood of all possible fault models identifies the faulty actuator. The efficacy of our proposed method was confirmed through computer simulations.
  • Takao Sato, Nozomu Araki, Yasuo Konishi
    ICIC Express Letters, Part B: Applications 6(12) 3333-3339 2015年  査読有り
    This paper discusses a design method for a Generalized Minimum Variance Control (GMVC)-based Proportional-Integral-Derivative (PID) control system. In order to achieve the control performance of GMVC using a PID compensator, a GMVC compensator has to be replaced by a PID compensator, but a GMVC law cannot be replaced straightforwardly by a PID control law because the order of the coefficient polynomials of a GMVC law is higher than that of a PID control law. Therefore, in conventional methods, the GMVC compensator is approximated by the PID compensator. Most conventional GMVC-based PID control laws are designed in a one-degree-of-freedom (1DOF) system. On the other hand, we discuss a design method for a GMVC-based PID control law in a two-degree-of-freedom (2DOF) system. In particular, two 2DOF PID control laws are designed based on GMVC with a feed-forward compensator (abbreviated as FF-type GMVC) or with a pre-compensator (PC-type GMVC), and the approximation error caused by the structure of a 2DOF PID system is investigated. It is clarified that the FF-type and PC-type GMVC-based PID control laws are not same even if the PC-type and FF-type GMVC laws can be designed equivalently.
  • Takao Sato, Toru Yamamoto, Nozomu Araki, Yasuo Konishi
    Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME 136(6) Paper No: DS-12-1419 2014年11月  査読有り筆頭著者責任著者
    In the present paper, we discuss a new design method for a proportional-integral-derivative (PID) control system using a model predictive approach. The PID compensator is designed based on generalized predictive control (GPC). The PID parameters are adaptively updated such that the control performance is improved because the design parameters of GPC are selected automatically in order to attain a user-specified control performance. In the proposed scheme, the estimated plant parameters are updated only when the prediction error increases. Therefore, the control system is not updated frequently. The control system is updated only when the control performance is sufficiently improved. The effectiveness of the proposed method is demonstrated numerically. Finally, the proposed method is applied to a weigh feeder, and experimental results are presented. © 2014 by ASME.
  • 佐藤 孝雄, 多鹿 裕志, 荒木 望, 小西 康夫
    自動制御連合講演会講演論文集 57 322-323 2014年  
    指定するロバスト性を達成しつつ,制御性能を最適にするPID制御器のパラメータ選定法について検討する.制御対象のモデルが一時遅れ系と仮定し,任意のプラントパラメータに対して最適なPIDパラメータの選定方法を示す.従来は,連続時間系として提案されていたが,本研究では離散時間系における設計方法を新たに提案する.
  • Hiroshi Tajika, Takao Sato, Yoshihiro Ohnishi, Toru Yamamoto, Nozomu Araki, Yasuo Konishi
    2014 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS) 442-447 2014年  査読有り
    This study discusses a design method for controlling a weigh feeder which has been employed to dispense material at a specified rate. In this study, a proportional-integral (PI) control law is designed based on a generalized minimum variance control (GMVC) law. The control performance of the designed control system is evaluated using a minimum variance index. Based on the evaluated control performance, one of the design parameters in GMVC is automatically updated such that the control performance is enhanced. In the proposed method, unknown plant parameters are estimated, and the GMVC-based PI control law is adaptively updated using the estimated plant parameters. The effectiveness of the proposed method is demonstrated through both a numerical example and an experiment.
  • Takao Sato, Daiki Kurahashi, Toru Yamamoto, Nozomu Araki, Yasuo Konishi
    2014 IEEE EMERGING TECHNOLOGY AND FACTORY AUTOMATION (ETFA) 1-6 2014年  査読有り
    In this study, a nonlinear system is controlled using a linear adaptive method. A nonlinear system is approximated a linear model at each operating point, and a control law is designed based on the approximated linear model. To obtain a suitable linear model at each operating point, many linear models are simultaneously identified. However, the computation load for identifying many models is considerably heavy. Hence, many linear models are identified using General-Purpose computing on Graphics Processing Units (GPGPU). In this study, the assessment of modeling performance is newly introduced. As a result, the control system is updated only when modeling performance is degraded, and frequent update of a control law can be avoided. Finally, numerical results are shown to demonstrate the effectiveness of the proposed method.

MISC

 1

主要な書籍等出版物

 12

主要な講演・口頭発表等

 253
  • 西野智香, 川口夏樹, 小橋昌司, 室谷樹一郎, 木村雄一, 水庫 功, 森 寿仁, 内田勇人, 佐藤孝雄
    電気学会研究会資料 制御研究会 2023年4月 電気学会
  • Saeri Suda, Yuta Sakai, Natsuki Kawaguchi, Takao Sato
    SICE Annual Conference 2022 2022年9月
  • Natsuki Kawaguchi, Nozomu Araki, Takao Sato, Masaharu Kuroda
    SICE Annual Conference 2022 2022年9月
  • Takao Sato, Tomonori Yao, Natsuki Kawaguchi
    IFAC Symposium on Advances in Control Education 2022 2022年7月
  • J.L. Guzmán, K. Zakova, I. Craig, T. Hagglund, D. Rivera, J.E. Normey-Rico, P. Moura-Oliveira, L. Wang, A. Serezov, T. Sato, M. Beschi
    IFAC Symposium on Advances in Control Education 2022 2022年7月
  • Takao Sato, Yuta Sakai, Natsuki Kawaguchi
    IFAC Workshop on Adaptive and Learning Control Systems 2022年6月
  • Takao Sato, Shinpei Ogawa, Natsuki Kawaguchi
    Asian Control Conference 2022 2022年5月
  • 川口夏樹, 東手 悠太, 佐藤孝雄, 高木太郎, 水本郁朗
    電気学会論文誌C 2022年3月
  • Akira Inoue, Mingcong Deng, Takao Sato, Akira Yanou
    International Conference on Advanced Mechatronic Systems, ICAMechS 2021年12月
    This paper proposes an extended controller for generalized minimum variance control (GMVC) based on a full-order observer which has the equivalence to a controller by the polynomial approach. Although it has been proved that the controller using the reduced-order observer has the equivalence, it is difficult for the controller to be extended to Youla-Kucela generalized stabilizing controller. On the other hand, the controller using the full-order observer can be easily extended. Hence, the authors have already proposed a modified full-order observer so that the controller using the modified observer could be easily extended and has the equivalence with the controller by the polynomial approach. This paper extends the controller using the modified full-order observer to the generalized stabilizing controller and proves the equibalance to the extended controller by the polynomial approach mathematically. The equivalence gives the controller of polynomial approach to have the strong points of state-space based design. That is, the observer-based controller has a simple structure, which is state-feedback plus state estimator observer and it is easy to design the closed-loop poles. A numerical simulation is given to show the effectiveness of the proposed controller.
  • Ryo Kurokawa, Natsuki Kawaguchi, Takao Sato, Ramon Vilanova
    15th International Conference on Innovative Computing, Information and Control 2021年9月
  • E.A. Cortes-Gutierrez, Orlando Arrieta, Ramon Vilanova, Takao Sato, Jose David Rojas
    26rd IEEE International Conference on Emerging Technologies and Factory Automation 2021年9月
    Cascade control structures are widely implemented in industries, due to the fact that they increase the performance of single-loop control. Nevertheless, their implementation requires a higher initial investment. Because of this, it is of great importance to be able to quantify their relative performance improvement. Very few studies handle this subject, and they do not obtain results which directly establish this quantification on a general basis. Therefore, the objective of this project is to conduct a study with help of computational tools, in order to determine the relative performance improvement of a cascade control structure with respect to a single-loop structure, for setpoint tracking and disturbance rejection. An overdamped second-order-plus-dead-time process, separable in two first-order-plus-dead-time subprocesses, was considered. The controllers were implemented using a PID algorithm. Simulations were conducted to obtain the ratio of the IAE performance indexes of each control structure, as a function of the time constant ratio, for different process parameters. The controllers were tuned by means of optimization routines, in order to guarantee that they provided the best IAE index. Finally, two general equations were obtained, which quantify the relative performance improvement of a cascade control structure with respect to a single-loop structure, as a function of the process parameters, for set point tracking and disturbance rejection.
  • Yuta Sakai, Natsuki Kawaguchi, Takao Sato
    SICE Annual Conference 2021 2021年9月
  • Yugo Tokura, Takao Sato, Ryota Yasui, Natsuki Kawaguchi, Nozomu Araki, Yasuo Konishi
    Proceedings of International Conference on Artificial Life and Robotics 2020年1月
    The aim of the present study is to improve the understanding of the control engineering for university students through the experience of the control experiment, and hence an experimental device is developed. The students are educated using the device, and the educational effect is evaluated. In the present study, the students take examinations for the control engineering before and after the experiment, and the effect is evaluated objectively.
  • Akira Inoue, Mingcong Deng, Takao Sato, Akira Yanou, Tomohiro Henmi
    2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2019 2019年9月
    This paper proposes a model predictive controller for multivariable systems with time-delays. The design method is derived by the following way, first to consider a design for single input single output(SISO) systems and to modify the control problem for the SISO systems with no time-delays by shifting the outputs with time-delay steps and a design method with no time-delays is applied to the modified systems. Then the SISO case is extended to multi-input multi-output(MIMO) case by replacing time-delay steps in SISO case with an interactor matrix of MIMO plants.
  • Takumi Furusaka, Natsuki Kawaguchi, Takao Sato, Nozomu Araki, Yasuo Konishi
    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2019年9月
    Multi-agent systems (MASs) are used for distributed control purposes and substantial research attention has been directed to these systems because of their practical merits. In MASs, agents' information is shared through networks. In networked-control systems, the measured data is usually quantized because of sensor performance or specification, and its resolution is inadequate. Furthermore, because of network quality, the measurement interval is often longer than the control interval. Therefore, the present study introduces a design method for a dual-rate quantized control system, in which the measurement interval of agents is an integer multiple of the control interval.
  • Akira Inoue, Takao Sato, Mingcong Deng, Akira Yanou
    Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018 2019年1月
    This paper gives an optimal control law to eliminate ripples in inter-sample intervals of transient state of multi-rate sampled-control systems. As for ripples in steady state, there already exist several methods to remove the ripples. But to reduce the ripples in transient-state, so far there exists only trial and error method and there does not exist a systematic method. In this paper, first a reference model is defined which generates a reference output with no ripples and at sampled points, it has the same outputs with continuous time multi-rate control systems. Then the ripples in transient state are measured by the integrals of squared output errors. And equations to calculate the integrals are given by solving of Lyapunov equations. Finally the optimal control law is derived by differentiating the equations by the control input. The obtained optimal control input has a state feedback form and can be calculated at the short sampling time.
  • Takumi Furusaka, Takao Sato, Nozomu Araki, Yasuo Konishi
    International Conference on Control, Automation and Systems 2018年12月
    This study proposes a new design method for the consensus control of multi-agent systems with quantized signal communication. When the static quantizer used, the performance of the consensus control is deteriorated depending on the quantizing level. In a conventional method, the quantization is implemented the probability function. On the other hand, in the proposed method, the dynamic quantizer is introduced, and it is optimally designed. As a result, the consensus control performance is improved. Finally, the effectiveness of the proposed method is demonstrated through numerical examples.

担当経験のある科目(授業)

 14

主要な所属学協会

 6

主要な共同研究・競争的資金等の研究課題

 43

主要なその他

 1