Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The electricity price duration curve (EPDC) represents the probability distribution function of the electricity price considered as a random variable. The price uncertainty comes both from the demand side and the supply side, since the load varies continuously, and not all generators may be available at all times. The production costs of electricity also fluctuate with the price of fuel. EPDCs have many application including the valuation of incremental generation assets or forward contracts on the energy produced by such assets, estimating capacity cost recovery and valuation of energy call options. Traditional approaches for calculating EPDCs re based on approximation methods such as the method of cumulants using Edgeworth expansions of multivariate probability distributions.  presents a new approach to compute numerically the EPDC under price and quantity competition models. This numerical method provide both exact numerical results and modeling flexibility. It is based on inference algorithms in probabilistic graphical models (PGMs) which exploit conditional independence relationships among the random variables
['Pascal Michaillat', 'Shmuel S. Oren']
I am writing a research paper on a idea A Probabilistic Graphical Approach to Computing Electricity Price Duration Curves under Price and Quantity Competition.
[{"from": "human", "value": "I am writing a research paper on a idea A Probabilistic Graphical Approach to Computing Electricity Price Duration Curves under Price and Quantity Competition."}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The electricity price duration curve (EPDC) represents the probability distribution function of the electricity price considered as a random variable. The price uncertainty comes both from the demand side and the supply side, since the load varies continuously, and not all generators may be available at all times. The production costs of electricity also fluctuate with the price of fuel. EPDCs have many application including the valuation of incremental generation assets or forward contracts on the energy produced by such assets, estimating capacity cost recovery and valuation of energy call options. Traditional approaches for calculating EPDCs re based on approximation methods such as the method of cumulants using Edgeworth expansions of multivariate probability distributions.  presents a new approach to compute numerically the EPDC under price and quantity competition models. This numerical method provide both exact numerical results and modeling flexibility. It is based on inference algorithms in probabilistic graphical models (PGMs) which exploit conditional independence relationships among the random variables"}]