paper-with-me

Papers

Risk aversion in flexible electricity markets

2021-10-08 · Thomas Möbius, Iegor Riepin, Felix Müsgens, Adriaan H. van der Weijde

Flexibility options, such as demand response, energy storage and interconnection, have the potential to reduce variation in electricity prices between different future scenarios, therefore reducing investment risk. Moreover, investment in flexibility options can lower the need for generation capacity. However, there are complex interactions between different flexibility options. In this paper, we investigate the interactions between flexibility and investment risk in electricity markets. We employ a large-scale stochastic transmission and generation expansion model of the European electricity system. Using this model, we first investigate the effect of risk aversion on the investment decisions. We find that the interplay of parameters leads to (i) more investment in a less emission-intensive energy system if planners are risk averse (hedging against CO2 price uncertainty) and (ii) constant total installed capacity, regardless of the level of risk aversion (planners do not hedge against demand and RES deployment uncertainties). Second, we investigate the individual effects of three flexibility elements on optimal investment levels under different levels of risk aversion: demand response, investment in additional interconnection capacity and investment in additional energy storage. We find that that flexible technologies have a higher value for risk-averse decision-makers, although the effects are nonlinear. Finally, we investigate the interactions between the flexibility elements. We find that risk-averse decision-makers show a strong preference for transmission grid expansion once flexibility is available at low cost levels.

📄 PDF Abstract BibTeX arXiv:2110.04088

Code (1)

BTU-EnerEcon/RiskAv 공식 구현

Similar Papers 제목 키워드 기반

Contract design in electricity markets with high penetration of renewables: A two-stage approach

2022-01-24 · Arega Getaneh Abate, Rossana Riccardi, Carlos Ruiz

The interplay between risk aversion and financial derivatives has received increasing attention since the advent of electricity market liberalization. One important challenge in this context is how to develop economicall…

RACORN-K: Risk-Aversion Pattern Matching-based Portfolio Selection

2018-02-28

Portfolio selection is the central task for assets management, but it turns out to be very challenging. Methods based on pattern matching, particularly the CORN-K algorithm, have achieved promising performance on several…

Management

Characterization of flexible electricity in power and energy markets

2021-09-07 · Güray Kara, Asgeir Tomasgard, Hossein Farahmand

The authors provide a comprehensive overview of flexibility characterization along the dimensions of time, spatiality, resource, and risk in power systems. These dimensions are discussed in relation to flexibility assets…

A portfolio management of a small RES utility with a Structural Vector Autoregressive model of German electricity markets

2022-04-28 · Katarzyna Maciejowska

The changes in electricity markets expose RES producers and electricity traders to various risks, among which the price and the volume risk play a very important role. In this research, a portfolio building strategies ar…

Management

Risk-averse policies for natural gas futures trading using distributional reinforcement learning

2025-01-08 · Félicien Hêche, Biagio Nigro, Oussama Barakat, Stephan Robert-Nicoud

Financial markets have experienced significant instabilities in recent years, creating unique challenges for trading and increasing interest in risk-averse strategies. Distributional Reinforcement Learning (RL) algorithm…

Distributional Reinforcement Learningenergy tradingquantile regressionReinforcement Learning (RL)