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Agentno modeliranje prilagodljivega odjema z upoštevanjem energijske odvisnosti
ID PODLOGAR, MARTIN (Author), ID Gubina, Andrej (Mentor) More about this mentor... This link opens in a new window

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MD5: 0FBECF42714420759A71D55B64963CA0
PID: 20.500.12556/rul/999eb3db-7ecf-4c46-bc86-7d57625ab159

Abstract
Obstajajo različne metode vzpodbujanja elastičnosti odjemalcev na trgu električne energije. V nalogi je predstavljeno agentno modeliranje vzpodbujanja elastičnosti odjemalcev spremenljivo referenčno ceno. Referenčna cena predstavlja pogodbeno ceno med končnim odjemalcem in dobaviteljem električne energije, ki združuje ceno dobavljene energije ter ceno prilagajanja. Podan je kratek pregled področji upravljanja z bremeni, dnevnega trga električne energije in agentnega modeliranja. Predlagana je metoda izračuna spremenljive referenčne cene kot funkcije razlike med načrtovano in dejansko dobavljeno električno energijo ter razlike med načrtovano in dejansko zagotovljeno močjo. Razvita metoda je bila uporabljena za tri različne funkcije izračuna spremenljive referenčne cene in s SA-Q metodo učenja agenta preizkušena na poenostavljenem modelu trga z več proizvajalci in enim agentom odjemalcem. Preizkus je pokazal, da model s spremenljivo referenčno ceno upošteva zmanjšano prilagodljivost odje

Language:Slovenian
Keywords:aktivni odjem, energijska odvisnost, agentno modeliranje dobavitelja, spremenljiva referenčna cena
Work type:Master's thesis/paper
Organization:FE - Faculty of Electrical Engineering
Year:2014
PID:20.500.12556/RUL-30061 This link opens in a new window
Publication date in RUL:12.12.2014
Views:2415
Downloads:711
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Secondary language

Language:English
Title:Agent based modelling of demand response by taking into account energy dependence
Abstract:
To stimulate the flexible behaviour of the electricity consumers, various approaches exist. In the thesis we have investigated the approach for stimulation of consumer elasticity through the modulation of the consumer electricity price using the agent-based model. A new modelling approach of dependency of consumers through variable reference price is presented. Variable reference price is based on the contract price between the customer and the supplier who is buying electrical energy on wholesale market. Variable reference price is composed of the price of used energy and the price of consumers’ adaptability. The thesis contains a brief overview of the demand side integration, day-ahead market, and agent modelling. We propose a method of calculating variable reference price based on a function of hourly difference between planned and actual electrical energy consumption and planned and actual power. The method was tested for three different function types on simplified market model wi

Keywords:Demand Side Integration, energy dependency, agent based modelling, variable reference price

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