Visible to the public Biblio

Filters: Author is Asuman Ozdaglar  [Clear All Filters]
2017-10-27
Daron Acemoglu, Ali Kakhbod, Asuman Ozdaglar.  2015.  Competition in Electricity Markets with Renewable Energy Sources. submitted for publication.
This paper studies the effects of the diversification of energy portfolios on the merit order effect in an oligopolistic energy market. The merit order effect describes the negative impact of renewable energy, typically supplied at the low marginal cost, to the electricity market. We show when thermal generators have a diverse energy portfolio, meaning that they also control some or all of the renewable supplies, they offset the price declines due to the merit order effect because they strategically reduce their conventional energy supplies when renewable supply is high. In particular, when all renewable supply generates profits for only thermal power generators this offset is complete — meaning that the merit order effect is totally neutralized. As a consequence, diversified energy portfolios may be welfare reducing. These results are robust to the presence of forward contracts and incomplete information (with or without correlated types). We further use our full model with incomplete information to study the volatility of energy prices in the presence of intermittent and uncertain renewable supplies.
Daron Acemoglu, Ali Makhdoumi, Azarakhsh Malekian, Asuman Ozdaglar.  2016.  Informational Braess' Paradox: The Effect of Information on Traffic Congestion. submitted for publication.
To systematically study the implications of additional information about routes provided to certain users (e.g., via GPS-based route guidance systems), we introduce a new class of congestion games in which users have differing information sets about the available edges and can only use routes consisting of edges in their information set. After defining the notion of Information Constrained Wardrop Equilibrium (ICWE) for this class of congestion games and studying its basic properties, we turn to our main focus: whether additional information can be harmful (in the sense of generating greater equilibrium costs/delays). We formulate this question in the form of Informational Braess' Paradox (IBP), which extends the classic Braess' Paradox in traffic equilibria, and asks whether users receiving additional information can become worse off. We provide a comprehensive answer to this question showing that in any network in the series of linearly independent (SLI) class, which is a strict subset of series-parallel network, IBP cannot occur, and in any network that is not in the SLI class, there exists a configuration of edge-specific cost functions for which IBP will occur. In the process, we establish several properties of the SLI class of networks, which are comprised of linearly independent networks joined together. These properties include the characterization of the complement of the SLI class in terms of embedding a specific set of subgraphs, and also show that whether a graph is SLI can be determined in linear time. We further prove that the worst-case inefficiency performance of ICWE is no worse than the standard Wardrop Equilibrium with one type of users.