عنوان

Data analytics for renewable energy integration :

3030043037

9783030043032

9783030043025

Data analytics for renewable energy integration :

[Book]

technologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised selected papers /

Wei Lee Woon, Zeyar Aung, Alejandro Catalina Feliú, Stuart Madnick (eds.).

Cham :

Springer,

2018.

1 online resource (x, 167 pages) :

illustrations (some color)

Lecture Notes in Artificial Intelligence

Lecture notes in computer science ;

LNCS sublibrary. SL 7, Artificial intelligence

11325

Includes author index.

Mathematical Optimization of Design Parameters of Photovoltaic Module -- Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features -- Sampling Strategies for Representative Time Series in Load Flow Calculations -- Probabilistic Graphs for Sensor Data-driven Modelling of Power Systems at Scale -- Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation -- Deep Learning for Wave Height Classification in Satellite Images for Offshore Wind Access -- Contribution Machine learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application -- Clustering River Basins using Time-Series Data Mining on Hydroelectric Energy Generation -- Short-Term Electricity Consumption Forecast using Datasets of Various Granularities? -- Intelligent Monitoring of Transformer Insulation using Convolutional Neural Networks -- Nonintrusive Load Monitoring based on Deep Learning -- Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates.

0

This book constitutes the revised selected papers from the 6th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, held in Dublin, Ireland, in September 2018. The 9 papers presented in this volume were carefully reviewed and selected for inclusion in this book and handle topics such as time series forecasting, the detection of faults, cyber security, smart grid and smart cities, technology integration, demand response, and many others.

Springer Nature

com.springer.onix.9783030043032

9783030043025

9783030043049

DARE 2018

Data mining, Congresses.

Renewable resource integration-- Data processing, Congresses.

Smart power grids, Congresses.

Alternative & renewable energy sources & technology.

Artificial intelligence.

Business & Economics-- Industries-- Energy Industries.

Computers-- Database Management-- Data Mining.

Computers-- Hardware-- Network Hardware.

Computers-- Intelligence (AI) & Semantics.

Data mining.

Data mining.

Energy technology & engineering.

Network hardware.

Science-- Energy.

Smart power grids.

COM004000

UYQ

UYQ

Aung, Zeyar

Feliú, Alejandro Catalina

Madnick, Stuart E.

Woon, Wei Lee

DARE (Workshop)(6th :2018 :, Dublin, Ireland)

20200823080424.0

pn

[Book]

Y