Predicting the Lithuanian Timescale UTC(LT) by means of GMDH neural network
Journal Title: Bulletin of the Military University of Technology - Year 2017, Vol 66, Issue 4
Abstract
The aim of the study is to examine the effectiveness of applying GMDH-type neural network and the developed procedure for predicting UTC(k) timescales, which are characterized with high dynamics of changes of the input data. The research is carried out on the example of the Lithuanian Timescale UTC(LT). The obtained research results have shown that GMDH-type neural network with a developed predicting procedure enables us to receive good prediction results for the UTC(LT). Better prediction quality was obtained using time series which are built only on the basis of deviations determined by the BIPM according to the UTC and UTC Rapid scales. Keywords: electrical engineering, UTC(k) timescale, atomic clock, predicting [UTC – UTC(k)], GMDH neural network
Authors and Affiliations
Łukasz Sobolewski
Keywords
Related Articles
- EP ID EP257247
- DOI 10.5604/01.3001.0010.8179
- Views 82
- Downloads 0
Application of Neural Networks in the Tests of Hand Grenade Fuses
The neural networks, which find currently use in the unusually wide range of problems, in such fields as: finance, medicine, geology or physics, were characterized in the article. It was accent, that neural networks are...
Analiza wpływu losowego rozkładu luzów montażowych na ugięcia i nośność belek składanych
Artykuł obejmuje analizę wpływu losowego rozkładu luzów montażowych o różnych wielkościach na ugięcia i nośność belki składanej opartej na podporach stałych. Analiza ta zawiera siedem wariantów losowego występowania posz...
Classification of Auditory Evoked Potentials based on the wavelet decomposition and SVM network
For electrophysiological hearing assessment and diagnosis of brain stem lesions, the most often used are auditory brainstem evoked potentials of short latency. They are characterized by successively arranged maxima as a...
Air defense planning for an area with the use of very short range air defense sets
This paper presents a heuristic method of planning the deployment of very short-range anti-air missile and artillery sets (VSHORAD) around an area (‘protected area’) in order to protect it. A function dependent on the di...
Calculated and actual reductions of carbon dioxide emissions resulting from thermal modernization of public buildings
The paper presents the reductions of carbon dioxide, resulting from calculations based on the implemented variants of energy audits, in several public buildings situated in North-Eastern Poland. The calculated values are...