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研究業績
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メンバー紹介
国内会議・国内ワークショップ2019年
Characterizing Day-ahead Forecast Errors of PV Power in Hokkaido: An Assessment with 2 Years of Data
The 2019 Annual Conference of Power & Energy Society IEE of Japan
March 3rd - 6th 2019, Hiroshima - Japan.
Initial Evaluations of the Performance of an Enhanced Model to Forecast Day-ahead Solar Irradiation.
2019 Annual Meeting of I.E.E. Japan
March 12th - 14th 2019, Sapporo - Japan.
口頭発表 2018年
A Case Study on the Use of Multi-Machine Learning Models to Forecast Solar Irradiation
The 2018 Joint Technical Meeting on Power Engineering and Power Systems Engineering
September 26th - 27th 2018, Nagoya - Japan.
口頭発表 PV Curtailment based on Day-Ahead Forecasts: A Comparison of 2 Forecast Accuracies
The 2018 Annual Conference of Power & Energy Society IEE of Japan
September 12th - 14th 2018, Tokushima - Japan.
口頭発表 2017年
On the Impact of Different Forecast Error Patterns on Day-Ahead Curtailment Planning of Photovoltaic Power
2017 Annual Conference of Power & Energy Society IEE of Japan
September 5th - 7th 2017, Tokyo - Japan.
口頭発表 On the Accuracy of Week-Ahead Forecasts of Insolation in the Northern Areas of Japan.
2017 Annual Meeting of I.E.E. Japan
March 15th - 17th 2017 ,Toyama - Japan.
口頭発表 2016年
Characterizing the Accuracy of Hour-Ahead Forecasts of Insolation for Photovoltaic Applications in Japan: A Study on Local and Regional Scales
Joint Technical Meeting on Frontier Technology and Engineering and Metabolism Society and Environmental Systems
February 4th - 5th 2016, Tokyo - Japan.
口頭発表 A Case Study On the Effects of Tolerance Margins and PV Installed Capacity on Curtailment of PV Power Generation
2016 Annual Meeting of the I.E.E. Japan,
March 16th - 18th 2016, Sendai - Japan.
口頭発表 2015年
Day-Ahead Regional Power Generation Forecasting: On the Effect of Large Errors in a Scenario of Curtailment of Photovoltaic Power
2015 Autumn Meeting of the Meteorological Society of Japan
October 28th - 29th 2015, Kyoto - Japan.
口頭発表 Analysis of Curtailment Planning of PV Power Generation Based on Day-ahead Forecasting
27th Annual Conference of Power & Energy Society of I.E.E. of Japan
August 25th - 27th 2015, Nagoya - Japan.
口頭発表 Study on Day-ahead and Hour-ahead Forecasts of Insolation in Tsukuba,
2015 Annual Meeting of the I.E.E. of Japan
March 24th - 26th 2015, Tokyo - Japan.
口頭発表 2014年
Study on the Applicability of a Method to Obtain Prediction Intervals for One-hour-ahead Forecasts of Insolation
2014 Annual Conference of Power & Energy Society of I.E.E. of Japan
August 10th - 12nd 2014, Kyoto - Japan.
口頭発表 On the Use of an Ensemble-based Approach to Improve Forecast of Photovoltaic Power Generation with Support Vector Machines
2014 Annual General Meeting of the I.E.E. of Japan
March 18th - 20th 2014, Matsuyama - Japan.
口頭発表 2012年
Forecasting Local Photovoltaic Power - A Case Study on Shadow and Training Data Diversity
2012 Annual Conference of Electronics, Information and Systems Society, I.E.E. of Japan
September 5th - 7th 2012, Hirosaki - Japan.
口頭発表 Post-Processing of Local Forecasts of Insolation Using Regional Data: A Comparison of Approaches
Joint Technical Meeting on Frontier Technology and Engineering and Metabolism Society and Environmental Systems, I.E.E. of Japan
November 21st 2012, Tokyo - Japan.
口頭発表 2011年
Study on Kernel Function Selection for Forecasts of Insolation in Japan Using Support Vector Machines
Joint Technical Meeting on Frontier Technology and Engineering Metabolism Society and Environmental Systems of the I.E.E. of Japan
November 2011, Sapporo - Japan.
口頭発表 Forecast of Photovoltaic Power Production with Support Vector Machines: A Study on the Effect of Cross-Validation
8th Symposium on Next Generation Photovoltaic Systems, 175th Committee of the Japanese Society for the Promotion of Science
June 2011, Gifu - Japan.
ポスター発表 Study on Insolation Forecasts Using Support Vector Machines
Technical Meeting on Metabolism Society and Environmental Systems of the I.E.E. of Japan
January 2011, Tokyo - Japan
口頭発表 2010年
Study on the Effect of the Training Period on the Accuracy of Insolation Forecasts with Artificial Neural Networks
2014 Annual Conference of Power & Energy Society of I.E.E. of Japan
March 2010, Fukuoka - Japan
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