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題名:以少數類別過抽樣技術提升太陽能供電異常偵測--以微型空品監測系統為例
書刊名:臺灣能源期刊
作者:汪諭林良憲陳祉妤劉丞偉
作者(外文):Wang, YuLin, Liang-sianChen, Zhi-yuLiu, Chen-wei
出版日期:2022
卷期:9:4
頁次:頁419-433
主題關鍵詞:太陽能供電溫室效應異常事件即時感測資料Solar energy supplyGreenhouse effectAbnormal eventReal-time sensing data
原始連結:連回原系統網址new window
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  • 點閱點閱:2
期刊論文
1.Bastianoni, S.、Pulselli, F. M.、Tiezzi, E.(2004)。The Problem of Assigning Responsibility for Greenhouse Gas Emissions。Ecological Economics,49(3),253-257。  new window
2.Chawla, N. V.、Bowyer, K. W.、Hall, L. O.、Kegelmeyer, W. P.(2002)。SMOTE: Synthetic Minority Over-sampling Technique。Journal of Artificial Intelligence Research,16,321-357。  new window
3.Cortes, Corinna、Vapnik, Vladimir N.(1995)。Support-Vector Networks。Machine Learning,20(3),273-297。  new window
4.Kannan, N.、Vakeesan, D.(2016)。Solar energy for future world: A review。Renewable and Sustainable Energy Reviews,62,1092-1105。  new window
5.Agrawal, M.(2005)。Effects of air pollution on agriculture: An issue of national concern。National Academy Science Letters,28(3/4),93-106。  new window
6.Al Kharusi, K.、El Haffar, A.、Mesbah, M.(2022)。Fault Detection and Classification in Transmission Lines Connected to Inverter-Based Generators Using Machine Learning。Energies,15(15)。  new window
7.Bai, C.、Zhou, L.、Xia, M.、Feng, C.(2020)。Analysis of the spatial association network structure of China's transportation carbon emissions and its driving factors。Journal of environmental management,253。  new window
8.Donaldson, K.、Mills, N.、MacNee, W.、Robinson, S.、Newby, D.(2005)。Role of inflammation in cardiopulmonary health effects of PM。Toxicology and Applied Pharmacology,207(2),483-488。  new window
9.Eltamaly, A. M.、Alotaibi, M. A.、Alolah, A. I.、Ahmed, M. A.(2021)。Iot-based hybrid renewable energy system for smart campus。Sustainability,13(15)。  new window
10.Mahesh, B.(2020)。Machine learning algorithms--A review。International Journal of Science and Research,9(1),381-386。  new window
11.Martins, F.、Felgueiras, C.、Smitkova, M.、Caetano, N.(2019)。Analysis of fossil fuel energy consumption and environmental impacts in European countries。Energies,12(6)。  new window
12.Menardi, G.、Torelli, N.(2014)。Training and assessing classification rules with imbalanced data。Data mining and knowledge discovery,28(1),92-122。  new window
13.Noble, W. S.(2006)。What is a support vector machine?。Nature Biotechnology,24(12),1565-1567。  new window
14.Patil, J.、Sharma, P.、Mhatre, K.(2021)。Global warming Induced Stress and its Impact on Biodiversity。Journal of Science and Technology,6(3)。  new window
15.Novitasari, D.、Foeady, A.、Nariswari, R.、Asyhar, A.、Ulinnuha, N.、Farida, Y.、Santi, D.、Setiawan, F.(2020)。Whirlwind Classification with Imbalanced Upper Air Data Handling using SMOTE Algorithm and SVM Classifier。Journal of Physics: Conference Series,1501。  new window
16.Sanjuan, E. B.、Cardiel, I. A.、Cerrada, J. A.、Cerrada, C.(2020)。Message queuing telemetry transport (MQTT) security: a cryptographic smart card approach。IEEE Access,8,115051-115062。  new window
17.Sinsel, S. R.、Riemke, R. L.、Hoffmann, V. H.(2020)。Challenges and solution technologies for the integration of variable renewable energy sources--A review。Renewable Energy,145,2271-2285。  new window
18.Widodo, A.、Yang, B.-S.(2007)。Support vector machine in machine condition monitoring and fault diagnosis。Mechanical Systems and Signal Processing,21(6),2560-2574。  new window
會議論文
1.Al-Shalabi, L.(2006)。Coding and normalization: The effect of accuracy, simplicity, and training time。RCED'06。  new window
2.García, V.、Mollineda, R. A.、Sánchez, J. S.(2009)。Index of balanced accuracy: A performance measure for skewed class distributions。Iberian conference on pattern recognition and image analysis。  new window
3.Glavic, M.、Van Cutsem, T.(2011)。A short survey of methods for voltage instability detection。2011 IEEE Power and Energy Society General Meeting。  new window
4.Høiem, K. W.、Santi, V.、Torsæter, B. N.、Langseth, H.、Andresen, C. A.、Rosenlund, G. H.(2020)。Comparative study of event prediction in power grids using supervised machine learning methods。2020 International Conference on Smart Energy Systems and Technologies (SEST)。  new window
5.Han, H.、Wang, W.-Y.、Mao, B.-H.(2005)。Borderline-SMOTE: a new over-sampling method in imbalanced data sets learning。International conference on intelligent computing。  new window
6.Ichikawa, H.、Yokogawa, S.、Kawakita, Y.、Sawada, K.、Sogabe, T.、Minegishi, A.、Uehara, H.(2019)。An approach to renewable-energy dominant grids via distributed electrical energy platform for IoT systems。2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)。  new window
7.Zhang, Y.(2012)。Support vector machine classification algorithm and its application。International Conference on Information Computing and Applications。  new window
研究報告
1.行政院環境保護署(2022)。行政院環境保護署溫室氣體排放統計。  延伸查詢new window
單篇論文
1.Jack, K. E.,Usoro, A.,Udofa, E. S.,Johnson, L. A.(2020)。Real Time Energy Data Monitoring Model for Integrated Renewable Energy System with other Collaborative Energy Supply。  new window
2.Lewis, K.(2016)。Node-RED visual programming for the Internet of Things (IoT) is now a JS Foundation Project。  new window
3.Ryabushev, Y. A.(2022)。Solar energy as alternative energy source: advantages and disadvantages。  new window
其他
1.Heath, N.(20140314)。How IBM's Node-RED is hacking together the internet of things。  new window
圖書論文
1.Pisner, D. A.、Schnyer, D. M.(2020)。Support vector machine。Machine Learning。Elsevier。  new window
 
 
 
 
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