| عنوان فارسی مقاله: | یادگیری ماشین با داده های بزرگ یک سیستم پیش بینی کارآمد برای تولید برق |
| عنوان انگلیسی مقاله: |
Machine Learning with Big Data An Efficient Electricity Generation Forecasting System |
چکیده
1. مقدمه
2. پیشینه
3. طراحی چارچوبی برای استراتژی پیشنهادی
1. 3 پردازش داده های خام و استخراج ویژگیها
2. 3 نرمال سازی داده ها درفرمت ساختاریافته
3. 3 آموزش BPNN برای پیش بینی تولید برق
4. نتایج و تحلیل
5. نتیجه گیری
کلمات کلیدی :
An Efficient Electricity Generation Forecasting System Using Artificial ...dl.acm.org/citation.cfm?id=2849742by MN Rahman - 2015 - Related articlesMar 30, 2015 - An Efficient Electricity Generation Forecasting System Using Artificial Neural Network Approach with Big Data, 2015 Article. Bibliometrics Data ...Machine learning with big data an efficient electricity generation ...https://modirio.com › کتابخانهTranslate this pageMachine learning with big data an efficient electricity generation forecasting system ... and emerging challenges of feature selection in the context of big data.Variable Generation Power Forecasting as a Big Data ... - IEEE Xploreieeexplore.ieee.org/iel7/5165391/5433168/07587426.pdfby S Haupt - 2016 - Cited by 2 - Related articlesIndex Terms— big data, power forecasting, solar energy, variable generation .... much of the data, model output, and statistical learning as possible to improve the .... met by each group using the data, but efficiency could be gained through ...Big Data Analytics for Dynamic Energy Management in Smart Gridshttps://arxiv.org/pdf/1504.02424by PD Diamantoulakis - 2015 - Cited by 36 - Related articlesJul 30, 2015 - large volumes of data generated by a vast amount of smart meters. Hence, robust data analytics, high performance computing, efficient data network management, and cloud computing ... Design of machine learning (ML)-based algorithms ... DEM and short-term power demand/supply forecasting. The rest ...[PDF]Machine-learning based enhancements for renewable energy ...https://energy.gov/.../3.%20Hendrik_Hamann-DoE-workshop-v2-compressed-outside...renewable energy forecasting: ... IBM decided to leverage “big” data analytics to ... machine-learning and big data analytics ... ▫Efficient processing requires .... Situation-dependent machine-learning model blending is the next generation.