Analysing the Impact of Rationality on the Italian Electricity Market

被引：1

作者：

Bevilacqua, Sara ^{[1
]}

Pereira, Celia Da Costa ^{[2
]}

Guerci, Eric ^{[3
]}

Precioso, Fredrieric ^{[2
]}

Sartori, Claudio ^{[1
]}

机构：

[1] Univ Bologna, Bologna, Italy

[2] Univ Cote dAzur, CNRS, I3S Lab, Sophia Antipolis, France

[3] Univ Cote dAzur, CNRS GREDEG, Sophia Antipolis, France

来源：

MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE (MDAI 2019) | 2019年 / 11676卷

关键词：

D O I：

10.1007/978-3-030-26773-5_21

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We analyze the behavior of the Italian electricity market with an agent-based model. In particular, we are interested in testing the assumption that the market participants are fully rational in the economical sense. To this aim, we extend a previous model by considering a wider class of cases. After checking that the new model is a correct generalization of the existing model, we compare three optimization methods to implement the agents rationality and we verify that the model exhibits a very good fit to the real data. This leads us to conclude that our model can be used to predict the behavior of this market.

引用

页码：236 / 247

页数：12

共 50 条

[41] Selecting Oligopolistic Models in the Italian Wholesale Electricity Market
Floro, Daniela
2009 6TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET, 2009, : 329 - 334
[42] A Conjectural Supply Function Model for the Italian Electricity Market
Abeygunawardana, A. M. A. K.
Berizzi, A.
Bovo, C.
Innorta, M.
2008 PROCEEDINGS OF THE 43RD INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, 2008, : 442 - 446
[43] Italian electricity market between liberalisation and environmental constraints
De Paoli, L
Lorenzoni, A
NEW EQUILIBRIA IN THE ENERGY MARKETS: THE ROLE OF NEW REGIONS AND AREAS - VOL 1, CONFERENCE PROCEEDINGS, 1999, : 345 - 354
[44] Bayesian Analysis of Demand Elasticity in the Italian Electricity Market
D'Errico, Maria Chiara
Bollino, Carlo Andrea
SUSTAINABILITY, 2015, 7 (09): : 12127 - 12148
[45] Measuring Switching Costs in the Italian Residential Electricity Market
Magnani, Marco
Manenti, Fabio M.
Valbonesi, Paola
ENERGY JOURNAL, 2024, 45 (02):
[46] A Review on Unit Commitment Algorithms for the Italian Electricity Market
Falvo, Maria Carmen
Panella, Stefano
Caprabianca, Mauro
Quaglia, Federico
ENERGIES, 2022, 15 (01)
[47] The impact of electricity market reform on consumers
Price, Catherine Waddams
Khac Pham
UTILITIES POLICY, 2009, 17 (01) : 43 - 48
[48] Dynamics of electricity market with bounded rationality Cournot game considering transmission constraints
Yang, Hongming
Liu, Zhengjun
Lai, Mingyong
IPEC: 2005 INTERNATIONAL POWER ENGINEERING CONFERENCE, VOLS 1 AND 2, 2005, : 450 - 455
[49] Analysing the rationality of the Gaia hypothesis
Xie, Jianhua
SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE, 2024, 41 (03) : 404 - 412
[50] Dynamics of cournot game of electricity market with bounded rationality considering transmission constraints
Yang, Hongming
Zhou, Renjun
Lai, Mingyong
2005/2006 IEEE/PES TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION, VOLS 1-3, 2006, : 511 - +

← 1 2 3 4 5 →