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Deterministic and Probabilistic Forecasting for Wind and Solar Power Using Advance Data Analytics and Machine Learning Techniques

机译：使用先进的数据分析和机器学习技术对风能和太阳能进行确定性和概率性预测

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作者
Sharma, Vinayak;
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作者单位

The University of North Carolina at Charlotte;

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授予单位 The University of North Carolina at Charlotte;
学科
学位 M.S.
年度 2018
页码 77 p.
总页数 77
原文格式 PDF
正文语种 eng
中图分类
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1. Assessment of machine learning techniques for deterministic and probabilistic intra-hour solar forecasts [J] . Pedro Hugo T. C., Coimbra Carlos F. M., David Mathieu, Renewable energy . 2018,第AUGa期

机译：评估机器学习技术以进行确定性和概率的小时内太阳预报
2. Research and application of a hybrid model based on Meta learning strategy for wind power deterministic and probabilistic forecasting [J] . Hu Jianming, Heng Jiani, Tang Jingwei, Energy Conversion & Management . 2018,第OCTa期

机译：基于元学习策略的风电确定性概率预测混合模型的研究与应用
3. Deterministic and probabilistic interval prediction for short-term wind power generation based on variational mode decomposition and machine learning methods [J] . Zhang Yachao, Liu Kaipei, Qin Liang, Energy Conversion & Management . 2016,第Mara期

机译：基于变分模式分解和机器学习方法的短期风力发电确定性概率区间预测
4. Performance Evaluation on Machine Learning Classification Techniques for Disease Classification and Forecasting through Data Analytics for Chronic Kidney Disease (CKD) [C] . W.H.S.D Gunarathne, K.D.M Perera, K.A.D.C.P Kahandawaarachchi IEEE International Conference on Bioinformatics and Bioengineering . 2017

机译：通过数据分析对慢性肾脏病（CKD）进行疾病分类和预测的机器学习分类技术的性能评估
5. Forecasting Wind Turbine Failures and Associated Costs: Investigating Failure Causes, Effects and Criticalities, Modeling Reliability and Predicting Time-to-Failure, Time-to-Repair and Cost of Failures for Wind Turbines Using Reliability Methods and Machine Learning Techniques [D] . Ozturk, Samet 2019

机译：预测风力涡轮机故障和相关成本：调查故障原因，影响和严重性，建模可靠性并使用可靠性方法和机器学习技术预测风力涡轮机的故障时间，维修时间和故障成本
6. Probabilistic Solar Wind Forecasting Using Large Ensembles of Near‐Sun Conditions With a Simple One‐Dimensional Upwind Scheme [O] . Mathew J. Owens, Pete Riley -1

机译：使用简单的一维逆风方案利用近太阳条件的大集合进行概率太阳风预报
7. Engineering System Design for Automated Space Weather Forecast. Designing Automatic Software Systems for the Large-Scale Analysis of Solar Data, Knowledge Extraction and the Prediction of Solar Activities Using Machine Learning Techniques. [O] . Alomari Mohammad Hani 2009

机译：自动化空间天气预报的工程系统设计。使用机器学习技术设计自动软件系统，以进行大规模太阳数据分析，知识提取和太阳活动预测。

Deterministic and Probabilistic Forecasting for Wind and Solar Power Using Advance Data Analytics and Machine Learning Techniques

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