Updated on 2023/10/24

写真a

 
HACHINO Tomohiro
 
Organization
Research Field in Engineering, Science and Engineering Area Graduate School of Science and Engineering (Engineering) Department of Engineering Electrical and Electronics Engineering Program Professor
Title
Professor

Degree

  • 博士(工学) ( 1996.3   九州工業大学 )

Research Interests

  • システム制御

  • システム同定

  • 非線形システム

  • メタヒューリスティクス

  • 電力系統

Research Areas

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Control and system engineering  / システム制御工学

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Control and system engineering  / システム同定

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Control and system engineering  / 信号処理

Research History

  • Kagoshima University   Research Field in Engineering, Science and Engineering Area Graduate School of Science and Engineering (Engineering) Department of Engineering Electrical and Electronics Engineering Program   Professor

    2020.4

  • Kagoshima University   Professor

    2015.4 - 2020.3

  • Kagoshima University

    1996.4

Professional Memberships

  • 計測自動制御学会

    1993.4

  • システム制御情報学会

    1993.4

  • 電気学会

    1991.4

 

Papers

  • Tomohiro Hachino .  On-line Gaussian Process Model Identification of Nonlinear Systems Using Particle Swarm Optimization .  International Journal of Innovative Computing, Information and Control17 ( 6 ) 2191 - 2200   2021.12On-line Gaussian Process Model Identification of Nonlinear Systems Using Particle Swarm OptimizationReviewed

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  • Koichi Sugiyama, Tomohiro Hachino .  On-line Identification of Continuous-time Nonlinear Systems Using Gaussian Process Models .  Proc. of Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems   1219 - 1224   2018.12On-line Identification of Continuous-time Nonlinear Systems Using Gaussian Process ModelsReviewed

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  • Zhaohong Wang, Seiji Fukushima, Tomohiro Hachino .  Model Predictive Control Approach on Packet Dropout Prevention of Networked Control Systems .  Proc. of 2018 5th International Conference on Information Science and Control Engineering   1 - 5   2018.7Model Predictive Control Approach on Packet Dropout Prevention of Networked Control SystemsReviewed

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  • Tomohiro Hachino, Yoshihiro Okuya .  Gaussian Process Model-based Short-term Electric Load Forecasting Using Cuckoo Search .  International Journal of Power Systems3   27 - 32   2018.3Gaussian Process Model-based Short-term Electric Load Forecasting Using Cuckoo SearchReviewed

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  • Seiji Fukushima, Takayuki Shimaki, Kota Yamashita, Taishi Funasako, Tomohiro Hachino .  Frequency Division Multiplexed Radio-on-Fiber Link Employing an Electro-Absorption Modulator Integrated Laser Diode for a Cube Satellite Earth Station .  IEICE Transactions on ElectronicsE99-C ( 2 ) 212 - 218   2016.2Frequency Division Multiplexed Radio-on-Fiber Link Employing an Electro-Absorption Modulator Integrated Laser Diode for a Cube Satellite Earth Station Reviewed

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  • Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi .  Model Predictive Control of Electric Power Systems Based on Gaussian Process Predictors .  Journal of Automation and Control Engineering3 ( 5 ) 418 - 424   2015.10Model Predictive Control of Electric Power Systems Based on Gaussian Process PredictorsReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi, Keiji Naritomi .  Multistep Ahead Prediction of Electric Power Systems Using Multiple Gaussian Process Models .  Journal of Automation and Control Engineering3 ( 4 ) 316 - 321   2015.8Multistep Ahead Prediction of Electric Power Systems Using Multiple Gaussian Process ModelsReviewed

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  • Tomohiro Hachino, Shin Okubo, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi .  Improvement of Gaussian Process Predictor of Electric Power Damage Caused by Typhoons Considering Time-varying Characteristics .  International Journal of Electronics and Electrical Engineering3 ( 4 ) 263 - 268   2015.8Improvement of Gaussian Process Predictor of Electric Power Damage Caused by Typhoons Considering Time-varying CharacteristicsReviewed

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  • Tomohiro Hachino, Koichi Tanigawa, Hitoshi Takata, Seiji Fukushima,Yasutaka Igarashi .  Frequency-weighted Model Reduction Using Firefly Algorithm .  Journal of Automation and Control Engineering3 ( 3 ) 222 - 227   2015.6Frequency-weighted Model Reduction Using Firefly AlgorithmReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Soichiro Osako, Hiromi Miyajima, Kazuo Komatsu, Kimihisa Kawabata .  An Augmented Automatic Choosing Control of Formal Linearization Filter Type by ABC Algorithm and Its Application to Electric Power Systems .  Proc. of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems   329 - 334   2014.12An Augmented Automatic Choosing Control of Formal Linearization Filter Type by ABC Algorithm and Its Application to Electric Power SystemsReviewed

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  • Yasutaka Igarashi, Toshinobu Kaneko, Satoshi Setoguchi, Seiji Fukushima, Tomohiro Hachino .  The Improved 16th-Order Differential Attack on 10-Round Variant of Block Cipher PRESENT .  Computer Science and Its Applications, Lecture Notes in Electrical Engineering, Springer330   35 - 40   2014.12The Improved 16th-Order Differential Attack on 10-Round Variant of Block Cipher PRESENTReviewed

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  • 八野知博,松下和寛,高田等,福島誠治,五十嵐保隆 .  局所ガウシャンプロセスモデルに基づく連続時間非線形システムの同定 .  電気学会論文誌C134 ( 11 ) 1708 - 1715   2014.11局所ガウシャンプロセスモデルに基づく連続時間非線形システムの同定Reviewed

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  • Yasutaka Igarashi, Toshinobu Kaneko, Satoshi Setoguchi, Seiji Fukushima, Tomohiro Hachino .  Meet-in-the-middle Attack on the 6-round Variant of the Block Cipher PRINCE .  Advanced Science and Technology Letters51   250 - 255   2014.7Meet-in-the-middle Attack on the 6-round Variant of the Block Cipher PRINCEReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi .  Short-term Electric Load Forecasting Using Multiple Gaussian Process Models .  International Journal of Electrical, Electronic Science and Engineering8 ( 2 ) 454 - 459   2014.2Short-term Electric Load Forecasting Using Multiple Gaussian Process ModelsReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Shigeru Nakayama, Ichiro Iimura, Seiji Fukushima, Yasutaka Igarashi .  Gaussian Process Model Identification Using Artificial Bee Colony Algorithm and Its Application to Modeling of Power Systems .  International Journal of Electrical, Electronic Science and Engineering8 ( 2 ) 448 - 453   2014.2Gaussian Process Model Identification Using Artificial Bee Colony Algorithm and Its Application to Modeling of Power SystemsReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Soichiro Osako, Kazutomo Yunokuchi, Hiromi Miyajima, Kazuo Komatsu .  An Augmented Automatic Choosing Control of a Formal Linearization Filter Type for Nonlinear Systems .  Journal of Signal Processing18 ( 1 ) 63 - 70   2014.1An Augmented Automatic Choosing Control of a Formal Linearization Filter Type for Nonlinear SystemsReviewed

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  • Tomohiro Hachino, Yoshihiko Hashiguchi, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi .  Local Gaussian Process Models for Identification of Discrete-time Hammerstein Systems .  ICIC Express Letters -An International Journal of Research and Surveys8 ( 1 ) 173 - 179   2014.1Local Gaussian Process Models for Identification of Discrete-time Hammerstein SystemsReviewed

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  • Tomohiro Hachino, Hitoshi Takata .  Augmented Automatic Choosing Control of Filter Type Using ABC Algorithm and Its Application to Electric Power Systems .  International Journal of Circuits, Systems and Signal Processing7 ( 5 ) 249 - 256   2013.10Augmented Automatic Choosing Control of Filter Type Using ABC Algorithm and Its Application to Electric Power SystemsReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi .  Gaussian Process-based Predictor of Electric Power Damage Caused by Typhoons in Japan Using Artificial Bee Colony Algorithm .  International Journal of Energy and Environment7 ( 5 ) 189 - 196   2013.10Gaussian Process-based Predictor of Electric Power Damage Caused by Typhoons in Japan Using Artificial Bee Colony AlgorithmReviewed

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  • Yasutaka Igarashi, Toshinobu Kaneko, Yutaka Eguchi, Takahiro Murai, Ryutaro Sueyoshi, Yosuke Hashiguchi, Seiji Fukushima, Tomohiro Hachino .  The Improved 32nd-Order Differential Attack on 8 Rounds of MISTY2 without FL Functions .  International Journal of Cyber-Security and Digital Forensics2 ( 3 ) 27 - 34   2013.10The Improved 32nd-Order Differential Attack on 8 Rounds of MISTY2 without FL FunctionsReviewed

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  • Seiji Fukushima, Takayuki Shimaki, Taishi Funasako, Naomasa Miura, Kota Yamashita, Tomohiro Hachino, Yasutaka Igarashi .  Cube Satellite Earth Station Based on Bidirectional WDM Radio-on-Fiber Link .  Proc. of the 2013 Asia-Pacific Radio Science Conference ( DCa-6 ) 1 - 1   2013.9Cube Satellite Earth Station Based on Bidirectional WDM Radio-on-Fiber LinkReviewed

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  • Tomohiro Hachino, Kosuke Sameshima, Hitoshi Takata, Shigeru Nakayama, Ichiro Iimura, Seiji Fukushima, Yasutaka Igarashi .  Model Reduction with Time Delay Combining Least-squares Method with Artificial Bee Colony Algorithm .  Journal of Signal Processing17 ( 5 ) 189 - 198   2013.9Model Reduction with Time Delay Combining Least-squares Method with Artificial Bee Colony AlgorithmReviewed

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  • Yasutaka Igarashi, Toshinobu Kaneko, Seiji Fukushima, Tomohiro Hachino .  The Improved 96th-order Differential Attack on 11 Rounds of The Block Cipher CLEFIA .  International Journal of Electrical Energy1 ( 3 ) 147 - 151   2013.9The Improved 96th-order Differential Attack on 11 Rounds of The Block Cipher CLEFIAReviewed

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  • Yasutaka Igarashi, Naoki Shibayama, Toshinobu Kaneko, Seiji Fukushima, Tomohiro Hachino .  The Synchronous 8th-order Differential Attack on 12 Rounds of The Block Cipher HyRAL .  International Journal of Electrical Energy1 ( 3 ) 142 - 146   2013.9The Synchronous 8th-order Differential Attack on 12 Rounds of The Block Cipher HyRALReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Shigeru Nakayama, Seiji Fukushima, Yasutaka Igarashi .  Application of Firefly Algorithm to Gaussian Process-based Prediction of Electric Power Damage Caused by Typhoons .  International Journal of Computer Science and Electronics Engineering1 ( 3 ) 445 - 449   2013.6Application of Firefly Algorithm to Gaussian Process-based Prediction of Electric Power Damage Caused by TyphoonsReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Shigeru Nakayama, Seiji Fukushima, Yasutaka Igarashi .  Separable Least-squares Approach for Gaussian Process Model Identification Using Firefly Algorithm .  International Journal of Computer Science and Electronics Engineering1 ( 3 ) 440 - 444   2013.6Separable Least-squares Approach for Gaussian Process Model Identification Using Firefly AlgorithmReviewed

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  • Seiji Fukushima, Naomasa Miura, Takayuki Shimaki, Kota Yamashita, Taishi Funasako, Tomohiro Hachino, Yasutaka Igarashi .  Electro-Absorption Modulator Integrated Laser Application to A Cube Satellite Earth Station .  Proc. of the 10th Conference on Lasers and Electro-Optics Pacific Rim ( TuPO-11 ) 1 - 2   2013.6Electro-Absorption Modulator Integrated Laser Application to A Cube Satellite Earth StationReviewed

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  • Seiji Fukushima, Koki Yoshinaga, Hiroki Higuchi, Hirotsugu Kikuchi, Tomohiro Hachino, Yasutaka Igarashi .  Metal-Complex-Doped Polymer/Liquid-Crystal Composite Film Operating At Wide Wavelength Range .  Proc. of the 10th Conference on Lasers and Electro-Optics Pacific Rim ( WO1-2 ) 1 - 2   2013.6Metal-Complex-Doped Polymer/Liquid-Crystal Composite Film Operating At Wide Wavelength RangeReviewed

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  • Tomohiro Hachino, Tatsuya Ueda, Hitoshi Takata .  Gaussian Process Regression for Prediction of Electric Power Damage Caused by Typhoons Considering Nonstationarity of Damage .  Journal of Signal Processing17 ( 3 ) 61 - 68   2013.5Gaussian Process Regression for Prediction of Electric Power Damage Caused by Typhoons Considering Nonstationarity of DamageReviewed

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  • Tomohiro Hachino, Hitoshi Takata .  Augmented Automatic Choosing Control of FIlter Type Using Artificial Bee Colony Algorithm .  Recent Advances in Automatic Control, Modelling and Simulation, Proc. of the 2nd International Conference on Systems, Control, Power, Robotics   157 - 162   2013.4Augmented Automatic Choosing Control of FIlter Type Using Artificial Bee Colony AlgorithmReviewed

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  • Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi .  Prediction of Electric Power Damage by Typhoons in Japan Using Gaussian Process Model Trained by Artificial Bee Colony Algorithm .  Recent Advances in Automatic Control, Modelling and Simulation, Proc. of the 12th International Conference on System Science and Simulation in Engineering   55 - 60   2013.4Prediction of Electric Power Damage by Typhoons in Japan Using Gaussian Process Model Trained by Artificial Bee Colony AlgorithmReviewed

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  • Yasutaka Igarashi, Naoki Shibayama, Takahiro Murai, Yosuke Hashiguchi, Yutaka Eguchi, Ryutaro Sueyoshi, Toshinobu Kaneko, Hiroyuki Yashima, Seiji Fukushima, Tomohiro Hachino .  The 16th-order Differential Attack on 12 Rounds of HyRAL with a 256-bit Key .  Proc. of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing   197 - 200   2013.3The 16th-order Differential Attack on 12 Rounds of HyRAL with a 256-bit KeyReviewed

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  • Yasutaka Igarashi, Yutaka Eguchi, Ryutaro Sueyoshi, Takahiro Murai, Yosuke Hashiguchi, Toshinobu Kaneko, Hiroyuki Yashima, Seiji Fukushima, Tomohiro Hachino .  Complexity Reduction of the 32nd-order Differential Attack on 8 Rounds of MISTY2 without FL Functions .  Proc. of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing   109 - 112   2013.3Complexity Reduction of the 32nd-order Differential Attack on 8 Rounds of MISTY2 without FL FunctionsReviewed

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  • Yasutaka Igarashi, Ryutaro Sueyoshi, Takahiro Murai, Yosuke Hashiguchi, Yutaka Eguchi, Toshinobu Kaneko, Hiroyuki Yashima, Seiji Fukushima, Tomohiro Hachino .  The 32nd-order Differential Attack on 8 Rounds of MISTY2 without FL Functions .  Proc. of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing   105 - 108   2013.3The 32nd-order Differential Attack on 8 Rounds of MISTY2 without FL Functions Reviewed

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  • 八野知博,淺井宏貴,高田等 .  ガウシャンプロセスモデルによる奄美群島の電力系統台風被害予測 .  電気学会論文誌C132 ( 12 ) 1966 - 1972   2012.12ガウシャンプロセスモデルによる奄美群島の電力系統台風被害予測Reviewed

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  • Seiji Fukushima, Koki Yoshinaga, Tomohiro Hachino, Yasutaka Igarashi, Shinji Noguchi, Hiroki Higuchi, Hirotsugu Kikuchi .  Polarization-Independent Variable Optical Attenuator Employing Dye-Doped (Polymer/Liquid-Crystal) Composite Film for 1.5μm Optical Fiber Communication .  Proc. of Asia Communications and Photonics Conference   1 - 3   2012.11Polarization-Independent Variable Optical Attenuator Employing Dye-Doped (Polymer/Liquid-Crystal) Composite Film for 1.5μm Optical Fiber CommunicationReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Yoshiomi Hino, Kazutomo Yunokuchi, Hiromi Miyajima, Kazuo Komatsu .  Augmented Automatic Choosing Control of Modified Filter Type for Nonlinear Noisy Measurement Systems .  Journal of Signal Processing 16 ( 6 ) 563 - 569   2012.11Augmented Automatic Choosing Control of Modified Filter Type for Nonlinear Noisy Measurement SystemsReviewed

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  • Tomohiro Hachino, Shoichi Yamakawa .  Non-parametric Identification of Continuous-time Hammerstein Systems Using Gaussian Process Model and Particle Swarm Optimization .  Artificial Life and Robotics17 ( 1 ) 35 - 40   2012.10Non-parametric Identification of Continuous-time Hammerstein Systems Using Gaussian Process Model and Particle Swarm Optimization Reviewed

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  • Hitoshi Takata, Tomohiro Hachino, Seiji Motoyama, Kazutomo Yunokuchi, Kimihisa Kawabata .  Augmented Automatic Choosing Control of Filter Type for Nonlinear Systems and Its Application to Power Systems .  IEEJ Transactions on Electrical and Electronic Engineering7 ( 5 ) 502 - 508   2012.9Augmented Automatic Choosing Control of Filter Type for Nonlinear Systems and Its Application to Power SystemsReviewed

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  • Seiji Fukushima, Koki Yoshinaga, Shinji Noguchi, Hiroki Higuchi, Hirotsugu Kikuchi, Tomohiro Hachino, Yasutaka Igarashi .  1.5-μm Optical Attenuation in a Dye-Doped (Polymer/Liquid- Crystal) Composite Film .  6th Japanese-Italian Workshop on Liquid Crystals   66 - 66   2012.71.5-μm Optical Attenuation in a Dye-Doped (Polymer/Liquid- Crystal) Composite FilmReviewed

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  • Tomohiro Hachino, Shoichi Yamakawa, Seiji Fukushima, Yasutaka Igarashi .  GP Model Identification for Hammerstein Systems with the First-order Numerator Polynomials of Linear Dynamic Parts .  Proc. of the International Conference on Electrical Engineering 2012   462 - 467   2012.7GP Model Identification for Hammerstein Systems with the First-order Numerator Polynomials of Linear Dynamic PartsReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Yoshiomi Hino, Kazutomo Yunokuchi, Hiromi Miyajima, Kazuo Komatsu .  Design of an Augmented Automatic Choosing Control of Modified Filter Type and Its Application to Power Systems .  Proc. of 2012 International Workshop on Nonlinear Circuits, Communications and Signal Processing   25 - 28   2012.3Design of an Augmented Automatic Choosing Control of Modified Filter Type and Its Application to Power SystemsReviewed

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  • Tomohiro Hachino, Shouichi Yamakawa .  Identification of Continuous-time Hammerstein Systems Using Gaussian Process Models Trained by Particle Swarm Optimization .  Proc. of the 17th International Symposium on Artificial Life and Robotics   934 - 937   2012.1Identification of Continuous-time Hammerstein Systems Using Gaussian Process Models Trained by Particle Swarm OptimizationReviewed

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  • Tomohiro Hachino, Shinichiro Yoneda, Hitoshi Takata .  Gaussian Process Models Trained by Particle Swarm Optimization for Continuous-Time Nonlinear System Identification .  Proc. of 2011 International Symposium on Nonlinear Theory and its Applications   278 - 281   2011.9Gaussian Process Models Trained by Particle Swarm Optimization for Continuous-Time Nonlinear System IdentificationReviewed

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  • Tomohiro Hachino, Visakan Kadirkamanathan .  Multiple Gaussian Process Models for Direct Time Series Forecasting .  IEEJ Transactions on Electrical and Electronic Engineering6 ( 3 ) 245 - 252   2011.5Multiple Gaussian Process Models for Direct Time Series ForecastingReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Seiji Motoyama, Toshinori Nawata, Kimihisa Kawabata .  Augmented Automatic Choosing Control of Observer Type for Nonlinear Measurement Systems and Its Application to Power Systems .  Journal of Signal Processing14 ( 3 ) 223 - 230   2010.5Augmented Automatic Choosing Control of Observer Type for Nonlinear Measurement Systems and Its Application to Power SystemsReviewed

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  • Tomohiro Hachino, Hitoshi Takata .  Identification of Discrete-time Hammerstein Systems Using Gaussian Process Model .  Journal of Signal Processing14 ( 2 ) 129 - 137   2010.3Identification of Discrete-time Hammerstein Systems Using Gaussian Process ModelReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Seiji Motoyama, Kazutomo Yunokuchi, Kazuo Komatsu .  Design of an Augmented Automatic Choosing Control of Filter Type and Its Application to Electric Power Systems .  Proc. of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing   89 - 92   2010.3Design of an Augmented Automatic Choosing Control of Filter Type and Its Application to Electric Power Systems Reviewed

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  • Hitoshi Takata, Tomohiro Hachino, Kazuo Komatsu .  Augmented Automatic Choosing Control Using Extended Kalman Filter for Nonlinear Systems with Noisy Linear Measurement .  Proc. of 2009 International Symposium on Nonlinear Theory and its Applications   74 - 77   2009.10Augmented Automatic Choosing Control Using Extended Kalman Filter for Nonlinear Systems with Noisy Linear MeasurementReviewed

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  • Tomohiro Hachino, Kenji Shimoda, Hitoshi Takata .  Hybrid Algorithm for Hammerstein System Identification Using Genetic Algorithm and Particle Swarm Optimization .  International Journal of Computer, Information, and Systems Science, and Engineering3 ( 2 ) 62 - 67   2009.5Hybrid Algorithm for Hammerstein System Identification Using Genetic Algorithm and Particle Swarm OptimizationReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Masaki Horai, Kazuo Komatsu .  Design of Extremum Seeking Control with PD Accelerator and its Application to Monod and Williams-Otto Models .  International Journal of Computer, Information, and Systems Science, and Engineering3 ( 2 ) 57 - 61   2009.5Design of Extremum Seeking Control with PD Accelerator and its Application to Monod and Williams-Otto ModelsReviewed

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  • Tomohiro Hachino, Kengo Nagatomo, Hitoshi Takata .  On-line Identification of Continuous-time Hammerstein Systems via RBF Networks and Immune Algorithm .  International Journal of Computer, Information, and Systems Science, and Engineering3 ( 1 ) 36 - 40   2009.2On-line Identification of Continuous-time Hammerstein Systems via RBF Networks and Immune AlgorithmReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Toshinori Nawata .  An Augmented Automatic Choosing Control of Observer Type for Nonlinear Systems with Linear Measurement and Its Application to Power Systems .  IEEJ Transactions on Electrical and Electronic Engineering4 ( 1 ) 114 - 120   2009.1An Augmented Automatic Choosing Control of Observer Type for Nonlinear Systems with Linear Measurement and Its Application to Power SystemsReviewed

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  • Tomohiro Hachino, Hitoshi Takata .  Identification of Continuous-time Nonlinear Systems by Using a Gaussian Process Model .  IEEJ Transactions on Electrical and Electronic Engineering3 ( 6 ) 620 - 628   2008.11Identification of Continuous-time Nonlinear Systems by Using a Gaussian Process ModelReviewed

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  • Tomohiro Hachino, Kenji Shimoda, Hitoshi Takata .  Hammerstein System Identification by Combining Least-Squares Method with Particle Swarm Optimization .  Journal of Signal Processing12 ( 6 ) 497 - 505   2008.11Hammerstein System Identification by Combining Least-Squares Method with Particle Swarm OptimizationReviewed

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  • Hitoshi Takata, Tomohiro Hachino, Kengo Kohama, Toshinori Nawata .  Augmented Automatic Choosing Control of Nonlinear Observer Type for Nonlinear Systems with Linear Measurement and its Application .  Proc. of 2008 International Symposium on Nonlinear Theory and its Applications   297 - 300   2008.9Augmented Automatic Choosing Control of Nonlinear Observer Type for Nonlinear Systems with Linear Measurement and its ApplicationReviewed

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  • Tomohiro Hachino, Kenji Shimoda, Hitoshi Takata .  Identification of Discrete-time Hammerstein Systems by Using Automatic Choosing Function Model and Particle Swarm Optimization .  Proc. of the International Conference on Electrical Engineering 2008   O-095-1 - O-095-6   2008.7Identification of Discrete-time Hammerstein Systems by Using Automatic Choosing Function Model and Particle Swarm OptimizationReviewed

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  • Tomohiro Hachino, Kenji Shimoda, Hitoshi Takata .  Identification of Hammerstein Type Nonlinear Systems Using RBF Networks and Particle Swarm Optimization .  Proc. of 2008 RISP International Workshop on Nonlinear Circuits and Signal Processing   64 - 67   2008.3Identification of Hammerstein Type Nonlinear Systems Using RBF Networks and Particle Swarm OptimizationReviewed

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  • Hiroaki Shimono, Hitoshi Takata, Tomohiro Hachino .  Simulation Study of Modified Extremum Seeking Control .  Proc. of International Conference on Control, Automation and Systems 2007   2218 - 2222   2007.10Simulation Study of Modified Extremum Seeking Control Reviewed

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  • Tomohiro Hachino, Visakan Kadirkamanathan .  Time Series Forecasting Using Multiple Gaussian Process Prior Model .  Proc. of the 2007 IEEE Symposium on Computational Intelligence and Data Mining   604 - 609   2007.4Time Series Forecasting Using Multiple Gaussian Process Prior Model Reviewed

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  • Tomohiro Hachino, Kengo Nagatomo, Hitoshi Takata .  Identification of Continuous-time Hammerstein Systems Using RBF Networks and Genetic Algorithm .  Proc. of 2006 RISP International Workshop on Nonlinear Circuits and Signal Processing   21 - 24   2006.3Identification of Continuous-time Hammerstein Systems Using RBF Networks and Genetic AlgorithmReviewed

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  • Hitoshi Takata, Kazuo Komatsu, Tomohiro Hachino .  Pediction of Electric Power Damage by Typhoons in Amami Archipelago .  Journal of Signal Processing9 ( 6 ) 465 - 471   2005.11Pediction of Electric Power Damage by Typhoons in Amami ArchipelagoReviewed

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  • Hitoshi Takata, Kazuo Komatsu, Tomohiro Hachino .  Design of Extremum Seeking Control with a Continuous-time Accelerator .  Proc. of 2005 International Symposium on Nonlinear Theory and its Applications   146 - 149   2005.10Design of Extremum Seeking Control with a Continuous-time AcceleratorReviewed

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  • Tomohiro Hachino, Hitoshi Takata .  Structure Selection and Identification of Hammerstein Type Nonlinear Systems Using Automatic Choosing Function Model and Genetic Algorithm .  IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences E88-A ( 10 ) 2541 - 2547   2005.10Structure Selection and Identification of Hammerstein Type Nonlinear Systems Using Automatic Choosing Function Model and Genetic AlgorithmReviewed

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    Language:English   Publishing type:Research paper (scientific journal)  

  • Hitoshi Takata, Tomohiro Hachino, Ryuichiro Tamura, Kazuo Komatsu .  Design of Extremum Seeking Control with Accelerator .  IEICE Trans. on Fundamentals of Electronics, Communications and Computer SciencesE88-A ( 10 ) 2535 - 2540   2005.10Design of Extremum Seeking Control with AcceleratorReviewed

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    Language:English   Publishing type:Research paper (scientific journal)  

  • Hitoshi Takata, Tomohiro Hachino, Kazuo Komatsu .  Prediction of Electric Power Damage by Typhoons in Japan via a Two-stages Predictor .  Proc. of the 4th International DCDIS Conference on Engineering Applications and Computational Algorithms   84 - 89   2005.7Prediction of Electric Power Damage by Typhoons in Japan via a Two-stages PredictorReviewed

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Tomohiro Hachino, Hitoshi Takata .  On-line Identification of Continuous-time Nonlinear Systems Using Radial Basis Function Networks and Immune Algorithm .  Proc. of 2005 International Conference on Control and Automation   587 - 592   2005.6On-line Identification of Continuous-time Nonlinear Systems Using Radial Basis Function Networks and Immune AlgorithmReviewed

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Hitoshi Takata, Shinya Kawaji, Tomohiro Hachino, Masato Hatakeyama, Syuuichi Hase, Syoukichi Hamasaki, Kouji Kurayama .  Prediction of Electric Power Damage by Typhoons in the Amami Archipelago via a Two-stages Predictor .  Proc. of 2005 RISP International Workshop on Nonlinear Circuits and Signal Processing   223 - 226   2005.3Prediction of Electric Power Damage by Typhoons in the Amami Archipelago via a Two-stages PredictorReviewed

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Tomohiro Hachino, Hitoshi Takata .  Application of Automatic Choosing Function Model and Genetic Algorithm for Hammerstein System Identification .  Proc. of 2004 International Symposium on Nonlinear Theory and its Applications   335 - 338   2004.11Application of Automatic Choosing Function Model and Genetic Algorithm for Hammerstein System IdentificationReviewed

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Hitoshi Takata, Tomohiro Hachino .  Design of Extremum Seeking Control Adding an Accelerator to Krstic' Approach .  Proc. of 2004 International Symposium on Nonlinear Theory and its Applications   339 - 342   2004.11Design of Extremum Seeking Control Adding an Accelerator to Krstic' ApproachReviewed

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  • Tomohiro Hachino, Hitoshi Takata .  On-line Identification Method of Continuous-time Nonlinear Systems Using Radial Basis Function Network Model Adjusted by Genetic Algorithm .  IEICE Trans. on Fundamentals of Electronics, Communications and Computer SciencesE87-A ( 9 ) 2372 - 2378   2004.9On-line Identification Method of Continuous-time Nonlinear Systems Using Radial Basis Function Network Model Adjusted by Genetic AlgorithmReviewed

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    Language:English   Publishing type:Research paper (scientific journal)  

  • Hitoshi Takata, Hirofumi Nakamura, Tomohiro Hachino .  On Prediction of Electric Power Damage by Typhoons in Each District in Kagoshima Prefecture via LRM and NN .  Proc. of SICE Annual Conference 2004   781 - 786   2004.8On Prediction of Electric Power Damage by Typhoons in Each District in Kagoshima Prefecture via LRM and NNReviewed

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  • Tomohiro Hachino, Katsuhisa Deguchi, Hitoshi Takata .  Identification of Harmmerstein Model Using Radial Basis Function Networks and Genetic Algorithm .  Proc. of the 5th Asian Control Conference   124 - 129   2004.7Identification of Harmmerstein Model Using Radial Basis Function Networks and Genetic AlgorithmReviewed

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Presentations

  • 吉野巧,八野知博   独立変数型共分散関数によるガウシャンプロセスモデルを用いた電力需要予測  

    第41回計測自動制御学会九州支部学術講演会 

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    Event date: 2022.12

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:北九州  

  • 茅野智裕,八野知博   ABCアルゴリズム調整型離散時間GPモデルによるHammersteinシステムの二段階同定  

    2022年度電気・情報関係学会九州支部連合大会 

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    Event date: 2022.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 開惇平,八野知博   PSO調整型ガウシャンプロセスモデルによる電力系統のモデル予測制御  

    2022年度電気・情報関係学会九州支部連合大会 

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    Event date: 2022.9

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 藤田光貴,八野知博   平均実績値からの差分を学習用データとしたGPモデルによる電力需要予測  

    2022年度電気・情報関係学会九州支部連合大会 

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    Event date: 2022.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 竹ノ下颯吾,八野知博   k-means クラスタリングに基づくGPモデルを用いた移動窓型オンライン同定  

    2022年度電気・情報関係学会九州支部連合大会 

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    Event date: 2022.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 登友也,八野知博   FA調整型離散時間ガウシャンプロセスモデルによる多段先予測とモデル予測制御  

    第40回計測自動制御学会九州支部学術講演会 

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    Event date: 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 田中和樹,八野知博   ガウシャンプロセスモデルによる離散時間Hammersteinシステムの二段階同定  

    第40回計測自動制御学会九州支部学術講演会 

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    Event date: 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 西山和宏,八野知博   k-meansクラスタリングに基づく連続時間非線形システムのガウシャンプロセス同定  

    第40回計測自動制御学会九州支部学術講演会 

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    Event date: 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 堤創一朗,八野知博   時変特性を考慮したGPモデルとFAによる奄美群島の電力系統台風被害予測  

    第39回計測自動制御学会九州支部学術講演会 

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    Event date: 2020.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 平井健裕,八野知博   重み導入の共分散行列によるGPモデルを用いた非線形システムのオンライン同定  

    第39回計測自動制御学会九州支部学術講演会 

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    Event date: 2020.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 萩元庸助,八野知博   FA調整型ガウシャンプロセスモデルに基づく電力需要予測  

    第39回計測自動制御学会九州支部学術講演会 

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    Event date: 2020.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 田中和樹,八野知博   k-meansクラスタリングに基づくHammersteinシステムのガウシャンプロセス同定  

    2020年度電気・情報関係学会九州支部連合大会 

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    Event date: 2020.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 登友也,八野知博   FA調整型ガウシャンプロセスモデルを用いた電力系統のモデル予測制御  

    2020年度電気・情報関係学会九州支部連合大会 

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    Event date: 2020.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 西山和宏,八野知博   正則化を導入したガウシャンプロセスモデルによるオンライン同定  

    2020年度電気・情報関係学会九州支部連合大会 

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    Event date: 2020.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 桐原秀征,八野知博   CS調整型ガウシャンプロセスモデルを用いた連続時間Hammersteinシステムの同定  

    第38回計測自動制御学会九州支部学術講演会 

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    Event date: 2019.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:宮崎  

  • 高藤尚靖,八野知博   ABCアルゴリズム調整型ガウシャンプロセスモデルを用いた九州地区の電力需要予測  

    第38回計測自動制御学会九州支部学術講演会 

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    Event date: 2019.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:宮崎  

  • 西野将央,八野知博   離散時間ガウシャンプロセスモデルによる電力系統の多段先予測とモデル予測制御  

    第38回計測自動制御学会九州支部学術講演会 

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    Event date: 2019.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:宮崎  

  • 堤創一朗,八野知博   ガウシャンプロセスモデルとFAを用いた奄美群島における電力系統台風被害予測  

    2019年度電気・情報関係学会九州支部連合大会 

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    Event date: 2019.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:北九州  

  • 平井健裕,八野知博   ガウシャンプロセスモデルとABCによる連続時間非線形システムの移動窓型オンライン同定  

    2019年度電気・情報関係学会九州支部連合大会 

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    Event date: 2019.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:北九州  

  • 萩元庸助,八野知博   FA調整型ガウシャンプロセスモデルを用いた九州地区の短期電力需要予測  

    2019年度電気・情報関係学会九州支部連合大会 

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    Event date: 2019.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:北九州  

  • Koichi Sugiyama, Tomohiro Hachino   On-line Identification of Continuous-time Nonlinear Systems Using Gaussian Process Models   International conference

    2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems 

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    Event date: 2018.12

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Toyama  

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