Agentno modeliranje vedenja aktivnega odjemalca

magistrsko delo

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.

Keywords

modeliranje;agentno modeliranje;aktivni odjemalec;varčna raba energije;difuzija vedenja;računalništvo;magisteriji;

Data

Language:	Slovenian
Year of publishing:	2021
Typology:	2.09 - Master's Thesis
Organization:	UL FE - Faculty of Electrical Engineering
Publisher:	[N. Bevk]
UDC:	004(043.2)
COBISS:	91697667
Views:	156
Downloads:	26
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Agent modelling of prosumer behaviour
Secondary 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.
Secondary keywords:	modelling;agent-based modelling;prosumer;energy saving;behaviour diffusion;computer science;master's degree;Računalništvo;Univerzitetna in visokošolska dela;
Type (COBISS):	Master's thesis/paper
Study programme:	1001017
Thesis comment:	Univ. v Ljubljani, Fak. za računalništvo in informatiko
Pages:	89 str.
ID:	14219206