arXiv subjects

Tahir Miriyev

Publications and source records attributed to Tahir Miriyev.

2 recordsLinked to original sources

arXiv2020

Fastener Installation Pattern Optimization in Airplane Assembly Process

Within the framework of an airplane assembly process, in particular the process of fastener installation at drilled holes, the following two problems are studied in this work: quadratic programming optimization of final fastener positioning, and optimization of the fastener installation order. Several algorithms were suggested, modelled on MATLAB, tested and compared.

math.OC↗

arXiv2020

Hybrid Modelling Approaches for Forecasting Energy Spot Prices in EPEC market

In this work we considered several hybrid modelling approaches for forecasting energy spot prices in EPEC market. Hybridization is performed through combining a Naive model, Fourier analysis, ARMA and GARCH models, a mean-reversion and jump-diffusion model, and Recurrent Neural Networks (RNN). Training data was given in terms of electricity prices for 2013-2014 years, and test data as a year of 2015.

q-fin.ST↗