This paper presents an overview of different practical techniques to forecast the load for real time applications. The accuracy of load forecast often determines the amount of energy to be procured in the imbalance market. Therefore to reduce exposures to real-time risks and obtain economic, reliable and secure operations of power system, an accurate real-time forecast is required. It can be used by vertically integrated utilities as well as the ISOs in restructured power system. In this paper, we discuss different approaches based on time series and artificial neural network (ANN). The ISO New England market data are used to illustrate and compare the models.Index Terms--Artificial Neural Network, load forecast, power system simulation, quantitative method, real time load forecast, regression method, time series, very short-term load forecast.Hossein Daneshi (S'03-M'06) received his BS in E.E. from Ferdowsi University,
In this current research, the relationship between intellectual capital and some financial ratios of listed companies in Tehran Stock Exchange were studied and wanted to find out whether there is any relationship between intellectual capital and some financial performance such as Return on Assets, Return of Equity, net profit margin ratio to sales and each share price ratio to earning among the listed companies in Tehran Stock Exchange in the first place and which ratio has the more significant relationship to intellectual capital in the second place. Intellectual capital means a part of a company total capital or asset which is knowledgebase and the company is its owner. In an overall classification, intellectual capital includes three parts which are called human capital, structural capital (organizational) and customer capital (relationship). In this research, deductive-inductive method was used and library method-Stock Exchange archive-was utilized in order to acquire the needed data for theoretical issues and financial data based on the audited financial statements of under study companies. In order to do this study, the above mentioned ratios were compared with intellectual capital during the research years. By analyzing the acquired data during a 5 year period 2008 to 2012, the results of the study with showed that intellectual capital has got a considerable influence on some financial ratios of the listed companies in Tehran Stock Exchange.
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