6 documents found

Article / Chapter
CC BY 4.0
2018-10-24

Using SVM-RSM and ELM-RSM Approaches for Optimizing the Production Process...

The production of a desired product needs an effective use of the experimental model. The present study proposes an extreme learning machine (ELM) and a support vector machine (SVM) integrated with the response surface methodology (RSM) to solve the complexity in optimization and prediction of the ethyl...
Article / Chapter
CC BY-NC 4.0
2018-09-28

Sugarcane growth prediction based on meteorological parameters using extreme...

Management strategies for sustainable sugarcane production need to deal with the increasing complexity and variability of the whole sugar system. Moreover, they need to accommodate the multiple goals of different industry sectors and the wider community. Traditional disciplinary approaches are unable...
Article / Chapter
CC BY 4.0
2018-08-02

Modeling the time-dependent characteristics of perovskite solar cells

We proposed two different time-dependent modeling approaches for variation of device characteristics of perovskite solar cells under stress conditions. The first approach follows Sah-Noyce-Shockley (SNS) model based on Shockley–Read–Hall recombination/generation across the depletion width of pn junction...
Article / Chapter
CC BY 4.0
2018-06-27

A Hybrid Clustering and Classification Technique for Forecasting Short-Term...

Electrical energy distributor companies in Iran have to announce their energy demand at least three 3-day ahead of the market opening. Therefore, an accurate load estimation is highly crucial. This research invoked methodology based on CRISP data mining and used SVM, ANN, and CBA-ANN-SVM (a novel hybrid...
Article / Chapter
CC BY 4.0
2018-06-19

Strategic Behavior of Retailers for Risk Reduction and Profit Increment...

Following restructuring of power industry, electricity supply to end-use customers has undergone fundamental changes. In the restructured power system, some of the responsibilities of the vertically integrated distribution companies have been assigned to network managers and retailers. Under the new...
Article / Chapter
CC BY 4.0
2018-04-07

An Intelligent Artificial Neural Network-Response Surface Methodology Method...

Biodiesel, as the main alternative fuel to diesel fuel which is produced from renewable and available resources, improves the engine emissions during combustion in diesel engines. In this study, the biodiesel is produced initially from waste cooking oil (WCO). The fuel samples are applied in a diesel...