1 code implementation • 19 Apr 2024 • Peter A. V. Gade, Henrik W. Bindner, Jalal Kazempour
The P90 requirement of the Danish transmission system operator, Energinet, incentivizes flexible resources with stochastic power consumption/production baseline to bid in Nordic ancillary service markets with the minimum reliability of 90%, i. e., letting them cause reserve shortfall with the probability of up to 10%.
no code implementations • 19 Apr 2024 • Gustav A. Lunde, Emil V. Damm, Peter A. V. Gade, Jalal Kazempour
Recently, two new innovative regulations in the Nordic ancillary service markets, the P90 rule and LER classification, were introduced to make the market more attractive for flexible stochastic resources.
no code implementations • 11 Apr 2024 • Peter A. V. Gade, Trygve Skjøtskift, Henrik W. Bindner, Jalal Kazempour
Energy-intensive industries can adapt to help balance the power grid.
1 code implementation • 9 Nov 2023 • Enrica Raheli, Yannick Werner, Jalal Kazempour
This requires accurately representing the gas flow physics governed by partial differential equations.
no code implementations • 8 Nov 2023 • Peter A. V. Gade, Trygve Skjøtskift, Henrik Bindner, Jalal Kazempour
We address potential synergy among flexible demands and how they may earn more collectively than individually by forming a coalition and bidding to the reserve market.
1 code implementation • 23 Oct 2023 • Thomas Falconer, Jalal Kazempour, Pierre Pinson
Machine learning tasks are vulnerable to the quality of data used as input.
1 code implementation • 9 Oct 2023 • Thomas Falconer, Jalal Kazempour, Pierre Pinson
Many industries rely on data-driven analytics, yet useful datasets are often distributed amongst market competitors that are reluctant to collaborate and share information.
no code implementations • 7 Oct 2023 • Farzaneh Pourahmadi, Jalal Kazempour
For the unit commitment problem, we solve a mixed-integer second-order cone problem.
1 code implementation • 2 Oct 2023 • Emil Helgren, Jalal Kazempour, Lesia Mitridati
This paper develops a feature-driven model for hybrid power plants, enabling them to exploit available contextual information such as historical forecasts of wind power, and make optimal wind power and hydrogen trading decisions in the day-ahead stage.
no code implementations • 5 Sep 2023 • Peter A. V. Gade, Trygve Skjøtskift, Charalampos Ziras, Henrik W. Bindner, Jalal Kazempour
This paper investigates how a thermostatically controlled load can deliver flexibility either in form of manual frequency restoration reserves (mFRR) or load shifting, and which one is financially more appealing to such a load.
no code implementations • 6 Sep 2022 • Peter Alexander Vistar Gade, Trygve Skjøtskift, Henrik W. Bindner, Jalal Kazempour
The main change is to relax the previous mandate that required each aggregator to be associated with a retailer and a balance responsible party.
1 code implementation • 5 Sep 2022 • Miguel Angel Muñoz, Pierre Pinson, Jalal Kazempour
We propose and develop a new algorithm for trading wind energy in electricity markets, within an online learning and optimization framework.
no code implementations • 5 May 2022 • Aitazaz Ali Raja, Pierre Pinson, Jalal Kazempour, Sergio Grammatico
This market delivers an aggregated forecast to the buyer (pre-event) and allocates a payoff to the sellers (post-event) for their contribution.
no code implementations • 22 Mar 2021 • Anubhav Ratha, Pierre Pinson, Hélène Le Cadre, Ana Virag, Jalal Kazempour
We propose a new forward electricity market framework that admits heterogeneous market participants with second-order cone strategy sets, who accurately express the nonlinearities in their costs and constraints through conic bids, and a network operator facing conic operational constraints.
no code implementations • 10 Dec 2020 • Liyang Han, Jalal Kazempour, Pierre Pinson
When energy customers schedule loads ahead of time, this information, if acquired by their energy retailer, can improve the retailer's load forecasts.
Optimization and Control Systems and Control Systems and Control Mathematical Finance
1 code implementation • 7 Oct 2020 • Vladimir Dvorkin, Anubhav Ratha, Pierre Pinson, Jalal Kazempour
Furthermore, the chance-constrained optimization provides the foundation of a stochastic pricing scheme for natural gas networks, which improves on a deterministic market settlement by offering the compensations to network assets for their contribution to uncertainty and variance control.
Optimization and Control
1 code implementation • 22 Jun 2020 • Vladimir Dvorkin, Ferdinando Fioretto, Pascal Van Hentenryck, Jalal Kazempour, Pierre Pinson
This paper develops a novel differentially private framework to solve convex optimization problems with sensitive optimization data and complex physical or operational constraints.
no code implementations • 6 May 2020 • Lesia Mitridati, Pascal Van Hentenryck, Jalal Kazempour
Coordination between heat and electricity markets is essential to achieve a cost-effective and efficient operation of the overall energy system.