Sentence examples for forecasting concept from inspiring English sources

In the present contribution, a Big Data forecasting concept is described.

Thereafter, the Big Data forecasting concept and the conducted benchmark are presented.

Fig. 1 Big Data energy forecasting infrastructure Fig. 2 Usage scenario of the Big Data forecasting concept.

A usage scenario for the Big Data forecasting concept is illustrated in Fig. 2. First, the data analyst implements a forecasting model using the Zeppelin software.

In addition, the presented Big Data forecasting concept can serve in the development of Big Data forecasting tools, for example, in the Helmholtz Association's Energy System 2050 (ES 2050) project.2.

To this end, the present contribution offers a description of a Big Data forecasting concept that utilizes the distributed computing framework Apache Spark1 for the creation and application of forecasting models.

Data quality is a key issue with forecasting concepts.

ARIMAX and ANN forecasting concepts have been applied widely in different energy applications such as buildings, industrial loads and renewable energy [13, 14].

Open image in new window Fig. 1 Outline of the FGMaPR forecast concept.

A fuzzy set classification based method which employs grey, Markov and pattern recognition concepts for forecasting industrial accident occurrences has been developed.

In TER experiment, the level of temperature is similar to the one forecast for concept.