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Agentno modeliranje vedenja aktivnega odjemalca
ID Bevk, Nejc (Author), ID Zajc, Matej (Mentor) More about this mentor... This link opens in a new window

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Abstract
Ukrepi, ki se uvajajo zaradi onesnaževanja in podnebnih sprememb spreminjajo vlogo klasičnega odjemalca v vedno aktivnejšo. To mu omogočajo napredne storitve zelenega prehoda, ki zmanjšujejo onesnaževanje in spodbujajo trajnostno rabo energije. V procesu zelenega prehoda je razumevanje vedenja odjemalcev ključnega pomena pri načrtovanju novih mehanizmov za učinkovitejšo rabo električne energije. V ta namen, smo s tehniko agentnega modeliranja razvili model, ki obravnava vedenje aktivnega odjemalca pri uporabi storitve prilagajanja odjema. Zgrajen model poleg storitve upošteva tudi družbene povezave med aktivnimi odjemalci in njihovo komunikacijo. Takšno delovanje dosegli z implementacijo mehanizma difuzije vedenja in odločitveno logiko na podlagi teorije oblikovanja ciljev. Rezultati modela poleg učinkovitosti storitve predstavljajo tudi hitrost prilagajanja aktivnih odjemalcev, da to storitev sprejmejo.

Language:Slovenian
Keywords:modeliranje, agentno modeliranje, aktivni odjemalec, varčna raba energije, difuzija vedenja
Work type:Master's thesis
Typology:2.09 - Master's Thesis
Organization:FRI - Faculty of Computer and Information Science
Year:2021
PID:20.500.12556/RUL-134233 This link opens in a new window
COBISS.SI-ID:91697667 This link opens in a new window
Publication date in RUL:03.01.2022
Views:1062
Downloads:72
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Secondary language

Language:English
Title:Agent modelling of prosumer behaviour
Abstract:
Measures introduced due to pollution and climate change are transforming the role of the classic customer into an increasingly active one. This is made possible by advanced services of green transition that aims to reduce pollution and promote sustainable energy use. In the process of green transition, understanding customer behaviour is crucial in planning new mechanisms for the efficient use of electricity. On that note, we have developed a model using an agent-based modeling technique that addresses the behaviour of the prosumer while using the demand shifting technology. Besides modeling the mentioned technology the developed model also takes into account the social connections between prosumers and their communication. Such performance is achieved by implementing a behaviour diffusion mechanism and decision logic based on goal-framing theory. In addition to the efficiency of the used technology, the results of the model also represent the speed of adaptation at which, prosumers accept this service.

Keywords:modelling, agent-based modelling, prosumer, energy saving, behaviour diffusion

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