1.1. Problem definition: Neuro-Fuzzy Approach in Electrical Load Forecasting Modeling and identification of electrical load processes are essential for the operation and also planning of a utility either for a company or for a country. Electrical load forecasting is needed because people intend to make important decision on generating power generators, load switching, purchasing strategy and al...

Electric arc furnaces (EAFs) are intended for the recycling of steel scrap. One more important variables in process is tapping temperature steel. Due to nature process, continuous measurement melt complicated and requires sophisticated measuring equipment; therefore, most EAFs, separate samples taken several times before tapped, verify whether within prescribed range. The measurements obtained ...

This article studies the fuzzy cluster-based point set registration (FuzzyPSReg). First, we propose a new metric based on Gustafson–Kessel (GK) clustering to measure alignment of two clouds. Unlike c-means (FCM) in our previous work, GK-based includes orientation properties clouds, thereby providing more information for registration. We then develop quality assessment metric, which is sensitive...

Three-dimensional (3D) image reconstruction of tumours can visualise their structures with precision and high resolution. In this article, GAN-LSTM-3D method is proposed for 3D lung cancer from 2D CT images. Our consists three phases: segmentation, tumour reconstruction. Lung segmentation done using snake optimisation followed by Gustafson-Kessel (GK) clustering method. The outputs GK (2D image...

adsorption of anilofos was studied in four soils (topsoil from alfisol, inceptisol, oxisol and vertisol). the order of adsorption of anilofos was vertisol > oxisol > alfisol > inceptisol. the soil sorption coefficient k and the soil organic carbon sorption coefficient koc are the basic parameters used for describing the environmental fate of the herbicides. in top soil the calculated k values w...

I t was pointed out by Osterhout I that substances which increase the electrical conductivity of tissues are antagonized by those which decrease it. An illustration of this is seen in antagonism between NaC1 (which increases conductivity) and Na taurocholate ~ (which decreases it). This case has additional interest as an example of antagonism between anions as well as of antagonism between orga...

A considerable increase in the rate of oxygen consumption is known to occur during the development of embryos (cf. Needham, 1931; Tuft, 1953; Brachet, 1960; Gustafson, 1965). However, the mechanism of the increase in respiration during embryonic development is still unclear. A certain correlation seems to exist between DNA synthesis and the respiration of embryos (Comita & Whiteleley, 1953; Bra...

An algorithm to classify the network traffic based on improved support vector machine (SVM) is presented in this paper. Each feature of the traditional support vector machine (SVM) algorithm has the same effect on classification rather than considering its practical effect. To improve the classification accuracy of SVM, the probabilistic distributing area of a feature in a kind of network traff...