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ECML PKDD workshop on data analytics for renewable energy integration

召开年：2016
召开地：Riva del Garda(IT)
出版时间：-

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1.Solar Energy Forecasting and Optimization System for Efficient Renewable Energy Integration

机译：高效可再生能源集成的太阳能预测和优化系统
- 作者：Diana Manjarres;Ricardo Alonso;Sergio Gil-Lopez;Itziar Landa-Torres
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Solar energy;
- Renewable energy integration;
- Optimization;
- PV energy forecast;
2.Gradient Boosting Models for Photovoltaic Power Estimation Under Partial Shading Conditions

机译：局部阴影条件下光伏功率估计的梯度提升模型
- 作者：Nikolaos Nikolaou;Efstratios Batzelis;Gavin Brown
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Gradient boosting;
- Solar energy;
- Photovoltaic (PV) system;
- Maximum power point (MPP);
- Partial shading;
- Machine learning;
3.Multi-objective Optimization for Power Load Recommendation Considering User's Comfort

机译：考虑用户舒适度的电力负荷推荐多目标优化
- 作者：Jaroslav Loebl;Helmut Posch;Viera Rozinajova
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Load shifting;
- Multi-objective optimization;
- NSGA-II;
4.An Approach for Erosion and Power Loss Prediction of Wind Turbines Using Big Data Analytics

机译：大数据分析的风力发电机侵蚀与功率损耗预测方法
- 作者：Dina Fawzy;Sherin Moussa;Nagwa Badr
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Principal component analysis;
- Wind farms reliability;
- Wind farms maintenance;
- Erosion;
- Power prediction;
5.Minimizing Grid Interaction of Solar Generation and DHW Loads in nZEBs Using Model-Free Reinforcement Learning

机译：使用无模型强化学习最小化nZEB中太阳能发电和DHW负荷的电网相互作用
- 作者：Adhra Ali;Hussain Kazmi
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- nZEB;
- Demand response;
- Smart grid;
- Reinforcement learning;
- Solar power;
- Heat pumps;
- Self-consumption;
- Self-sufficiency;
6.Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns

机译：改善时间序列规则匹配性能以检测能耗模式
- 作者：Maël Guillemé;Laurence Rozé;Véronique Masson;Cérès Carton;René Quiniou;Alexandre Termier
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
7.Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis

机译：基于分位数回归分析的概率风电功率预测
- 作者：Mehmet Baris Ozkan;Umut Guvengir;Dilek Küçük;Ali Unver Secen;Serkan Buhan;Turan Demirci;Abdullah Bestil;Ceyda Er;Pinar Karagoz
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Wind power forecasting;
- Quantile regression;
- Probabilistic forecast;
8.Identifying Representative Load Time Series for Load Flow Calculations

机译：确定潮流计算的代表性荷载时间序列
- 作者：Janosch Henze;Tanja Kneiske;Martin Braun;Bernhard Sick
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Representative time series;
- Feature extraction;
- Clustering;
- Load flow;
- Grid expansion planning;
9.Scalable Gaussian Process Models for Solar Power Forecasting

机译：可扩展的高斯过程模型用于太阳能发电预测
- 作者：Astrid Dahl;Edwin Bonilla
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
10.Wind Speed Forecasting Using Statistical and Machine Learning Methods: A Case Study in the UAE

机译：使用统计和机器学习方法进行风速预测：以阿联酋为例
- 作者：Khawla Al Dhaheri;Wei Lee Woon;Zeyar Aung
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
- Wind speed;
- Forecasting;
- Statistical methods;
- Machine learning;
11.NWP Ensembles for Wind Energy Uncertainty Estimates

机译：NWP集合用于风能不确定性估计
- 作者：Alejandro Catalina;José R. Dorronsoro
- 会议名称：《ECML PKDD workshop on data analytics for renewable energy integration》 | 2017年
12.Preface

机译：前言
- 作者：Wei Lee Woon;Zeyar Aung;Oliver Kramer;Stuart Madnick
- 会议名称：《》 | 2017年