HACHINO Tomohiro 八野知博

… Alternative Names

八野知博ハチノトモヒロ

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Researcher Number	50284906
Other IDs
External Links
Affiliation (Current)	2022: 鹿児島大学, 理工学域工学系, 教授
Affiliation (based on the past Project Information) *help	2022: 鹿児島大学, 理工学域工学系, 教授 2015 – 2017: 鹿児島大学, 理工学域工学系, 教授 2012 – 2014: 鹿児島大学, 理工学研究科, 准教授 2003 – 2004: 鹿児島大学, 工学部, 助教授
Review Section/Research Field	Principal Investigator Measurement engineering / Basic Section 21030:Measurement engineering-related
Keywords	Principal Investigator システム同定 / 計測工学 / 制御工学 / システム工学 / オンライン / 非線形システム / 時変システム / 免疫型システム / 遺伝的アルゴリズム / ガウシャンプロセスモデル / Hammersteinシステム

Research Projects
(4 results)
Research Products
(22 results)

ガウシャンプロセスとベイズ推定に基づくHammersteinシステムの二段階同定Principal Investigator
- Principal Investigator
  
  八野知博
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 21030:Measurement engineering-related
- Research Institution
  Kagoshima University
Development of Short-term Electric Load Forecasting System Based on Statistical Learning Method and Bayesian EstimationPrincipal Investigator
- Principal Investigator
  
  HACHINO Tomohiro
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Measurement engineering
- Research Institution
  Kagoshima University
Construction of Prediction System for Electric Power Damage by Typhoons Based on Statistical Learning Method and Bayesian EstimationPrincipal Investigator
- Principal Investigator
  
  HACHINO Tomohiro
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Measurement engineering
- Research Institution
  Kagoshima University
免疫型システムによる時変非線形システムのオンライン同定Principal Investigator
- Principal Investigator
  
  八野知博
- Project Period (FY)
  2003 – 2004
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Measurement engineering
- Research Institution
  Kagoshima University

All 2018 2017 2016 2015 2014 2013 2012 2005 2004 Other

All Journal Article Presentation

[Journal Article] Gaussian Process Model-based Short-term Electric Load Forecasting Using Cuckoo Search2018
- Author(s)
  Tomohiro Hachino, Yoshihiro Okuya
- Journal Title
  
  International Journal of Power Systems
  
  Volume: 3 Pages: 27-32
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K06113
[Journal Article] Improvement of Gaussian Process Predictor of Electric Power Damage Caused by Typhoons Considering Time-varying Characteristics2015
- Author(s)
  Tomohiro Hachino, Shin Okubo, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi
- Journal Title
  
  International Journal of Electronics and Electrical Engineering
  
  Volume: 3 Pages: 263-268
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-24560524
[Journal Article] Application of Firefly Algorithm to Gaussian Process-based Prediction of Electric Power Damage Caused by Typhoons2013
- Author(s)
  Tomohiro Hachino, Hitoshi Takata, Shigeru Nakayama, Seiji Fukushima, Yasutaka Igarashi
- Journal Title
  
  International Journal of Computer Science and Electronics Engineering
  
  Volume: 1 Pages: 445-449
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560524
[Journal Article] Gaussian Process Regression for Prediction of Electric Power Damage Caused by Typhoons Considering Nonstationarity of Damage2013
- Author(s)
  Tomohiro Hachino, Tatsuya Ueda, Hitoshi Takata
- Journal Title
  
  Journal of Signal Processing
  
  Volume: 17 Pages: 61-68
- NAID
  130004849278
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560524
[Journal Article] Gaussian Process-based Predictor of Electric Power Damage Caused by Typhoons in Japan Using Artificial Bee Colony Algorithm2013
- Author(s)
  Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi
- Journal Title
  
  International Journal of Energy and Environment
  
  Volume: 7 Pages: 189-196
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560524
[Journal Article] Prediction of Electric Power Damage by Typhoons in Amami Archipelago via Gaussian Process Model2012
- Author(s)
  八野知博、淺井宏貴、高田等
- Journal Title
  
  IEEJ Trans. EIS
  
  Volume: 132 Issue: 12 Pages: 1966-1972
- DOI
  10.1541/ieejeiss.132.1966
- NAID
  10031129673
- ISSN
  0385-4221, 1348-8155
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24560524
[Journal Article] On-line Identification of Continuous-time Nonlinear Systems Using Radial Basis Function Networks and Immune Algorithm2005
- Author(s)
  八野知博
- Journal Title
  
  Proc. of the 5th International Conference on Control and Automation (発表予定)
- Data Source
  KAKENHI-PROJECT-15760302
[Journal Article] 免疫的アルゴリズムによる連続時間非線形システムのオンライン同定2004
- Author(s)
  八野知博
- Journal Title
  
  第23回SICE九州支部学術講演会予稿集
  
  Pages: 151-152
- Data Source
  KAKENHI-PROJECT-15760302
[Journal Article] 免疫的アルゴリズムを用いたRBFモデルによる連続時間非線形システムのオンライン同定2004
- Author(s)
  八野知博
- Journal Title
  
  平成16年度電気関係学会九州支部連合大会講演論文集
  
  Pages: 388-388
- NAID
  130004607460
- Data Source
  KAKENHI-PROJECT-15760302
[Journal Article] On-line Identification Method of Continuous-Time Nonlinear Systems Using Radial Basis Function Network Model Adjusted by Genetic Algorithm2004
- Author(s)
  八野知博
- Journal Title
  
  IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences Vol.E-87-A, No.9
  
  Pages: 2372-2378
- NAID
  110003213185
- Data Source
  KAKENHI-PROJECT-15760302
[Presentation] 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2017
- Author(s)
  奥屋貴宏、八野知博
- Organizer
  第36回計測自動制御学会九州支部学術講演会
- Data Source
  KAKENHI-PROJECT-15K06113
[Presentation] PSO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2017
- Author(s)
  宮崎貴志、八野知博
- Organizer
  平成29年度電気・情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-15K06113
[Presentation] ＣＳ調整型ガウシャンプロセスモデルによる九州地区の電力需要予測2016
- Author(s)
  奥屋貴宏、八野知博
- Organizer
  平成28年度電気・情報関係学会九州支部連合大会
- Place of Presentation
  宮崎大学（宮崎県・宮崎市）
- Data Source
  KAKENHI-PROJECT-15K06113
[Presentation] ガウシャンプロセスモデルを用いた短期電力需要予測2016
- Author(s)
  竹下淳平、八野知博
- Organizer
  第35回計測自動制御学会九州支部学術講演会
- Place of Presentation
  佐賀大学（佐賀県・佐賀市）
- Data Source
  KAKENHI-PROJECT-15K06113
[Presentation] 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2015
- Author(s)
  竹下淳平、久木園裕子、八野知博
- Organizer
  平成27年度電気・情報関係学会九州支部連合大会
- Place of Presentation
  福岡大学（福岡県・福岡市）
- Year and Date
  2015-09-27
- Data Source
  KAKENHI-PROJECT-15K06113
[Presentation] 時変特性を考慮したGPモデルによる電力系統台風被害予測2014
- Author(s)
  大窪新，八野知博，高田等，福島誠治，五十嵐保隆
- Organizer
  第33回計測自動制御学会九州支部学術講演会
- Place of Presentation
  九州工業大学（福岡県・北九州市）
- Year and Date
  2014-12-06
- Data Source
  KAKENHI-PROJECT-24560524
[Presentation] 非定常型ガウシャンプロセスモデルによる電力系統台風被害予測2014
- Author(s)
  大窪新，八野知博，高田等，福島誠治，五十嵐保隆
- Organizer
  平成26年度電気・情報関係学会九州支部連合大会
- Place of Presentation
  鹿児島大学（鹿児島県・鹿児島市）
- Year and Date
  2014-09-18
- Data Source
  KAKENHI-PROJECT-24560524
[Presentation] Improvement of Gaussian Process Predictor of Electric Power Damage Caused by Typhoons Considering Time-varying Characteristics2014
- Author(s)
  Tomohiro Hachino, Shin Okubo, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi
- Organizer
  The 2nd International Conference on Control, Robotics and Cybernetics
- Place of Presentation
  シンガポール市（シンガポール）
- Year and Date
  2014-08-09
- Data Source
  KAKENHI-PROJECT-24560524
[Presentation] ガウシャンプロセス回帰による奄美群島の電力系統台風被害予測
- Author(s)
  植田達也、八野知博、高田等
- Organizer
  第31回計測自動制御学会九州支部学術講演会
- Place of Presentation
  熊本市
- Data Source
  KAKENHI-PROJECT-24560524
[Presentation] ガウシャンプロセスモデルを用いた鹿児島県奄美群島の電力系統台風被害予測
- Author(s)
  八野知博、淺井宏貴、高田等
- Organizer
  第56回システム制御情報学会研究発表講演会
- Place of Presentation
  京都市
- Data Source
  KAKENHI-PROJECT-24560524
[Presentation] Prediction of Electric Power Damage by Typhoons in Japan Using Gaussian Process Model Trained by Artificial Bee Colony Algorithm
- Author(s)
  Tomohiro Hachino, Hitoshi Takata, Seiji Fukushima, Yasutaka Igarashi
- Organizer
  The 12th International Conference on System Science and Simulation in Engineering
- Place of Presentation
  盛岡市
- Data Source
  KAKENHI-PROJECT-24560524
[Presentation] Application of Firefly Algorithm to Gaussian Process-based Prediction of Electric Power Damage Caused by Typhoons
- Author(s)
  Tomohiro Hachino, Hitoshi Takata, Shigeru Nakayama, Seiji Fukushima, Yasutaka Igarashi
- Organizer
  International Journal Conference on Electric and Micro-Electronics Systems
- Place of Presentation
  タイ・バンコク市
- Data Source
  KAKENHI-PROJECT-24560524

HACHINO Tomohiro 八野 知博

八野 知博 ハチノ トモヒロ

Research Projects

Research Products

ガウシャンプロセスとベイズ推定に基づくHammersteinシステムの二段階同定Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Short-term Electric Load Forecasting System Based on Statistical Learning Method and Bayesian EstimationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Construction of Prediction System for Electric Power Damage by Typhoons Based on Statistical Learning Method and Bayesian EstimationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

免疫型システムによる時変非線形システムのオンライン同定Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Gaussian Process Model-based Short-term Electric Load Forecasting Using Cuckoo Search2018

Author(s)

Journal Title

Data Source

[Journal Article] Improvement of Gaussian Process Predictor of Electric Power Damage Caused by Typhoons Considering Time-varying Characteristics2015

Author(s)

Journal Title

Data Source

[Journal Article] Application of Firefly Algorithm to Gaussian Process-based Prediction of Electric Power Damage Caused by Typhoons2013

Author(s)

Journal Title

Data Source

[Journal Article] Gaussian Process Regression for Prediction of Electric Power Damage Caused by Typhoons Considering Nonstationarity of Damage2013

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Gaussian Process-based Predictor of Electric Power Damage Caused by Typhoons in Japan Using Artificial Bee Colony Algorithm2013

Author(s)

Journal Title

Data Source

[Journal Article] Prediction of Electric Power Damage by Typhoons in Amami Archipelago via Gaussian Process Model2012

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] On-line Identification of Continuous-time Nonlinear Systems Using Radial Basis Function Networks and Immune Algorithm2005

Author(s)

Journal Title

Data Source

[Journal Article] 免疫的アルゴリズムによる連続時間非線形システムのオンライン同定2004

Author(s)

Journal Title

Data Source

[Journal Article] 免疫的アルゴリズムを用いたRBFモデルによる連続時間非線形システムのオンライン同定2004

Author(s)

Journal Title

NAID

Data Source

[Journal Article] On-line Identification Method of Continuous-Time Nonlinear Systems Using Radial Basis Function Network Model Adjusted by Genetic Algorithm2004

Author(s)

Journal Title

NAID

Data Source

[Presentation] 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2017

Author(s)

Organizer

Data Source

[Presentation] PSO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2017

HACHINO Tomohiro 八野知博

八野知博ハチノトモヒロ