Search Results - "Pineda, Salvador"

Data-Driven Screening of Network Constraints for Unit Commitment by Pineda, Salvador, Morales, Juan Miguel, Jimenez-Cordero, Asuncion

“…The transmission-constrained unit commitment (TC-UC) problem is one of the most relevant problems solved by independent system operators for the daily…”
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Electricity Cost-Sharing in Energy Communities Under Dynamic Pricing and Uncertainty by Grzanic, Mirna, Morales, Juan M., Pineda, Salvador, Capuder, Tomislav

“…Most of the prosumers nowadays are constrained to trade only with the supplier under a flat tariff or dynamic time-of-use price signals. This paper models and…”
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Using electricity options to hedge against financial risks of power producers by Pineda, Salvador, Conejo, Antonio J.

“…As a consequence of competition in electricity markets, a wide variety of financial derivatives have emerged to allow market agents to hedge against risks…”
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Renewable-based generation expansion under a green certificate market by Pineda, Salvador, Bock, Andreas

“…Quota obligations represent a policy instrument to reduce carbon emissions and incentivize renewable-based electricity generation. This support scheme places…”
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Normative blood pressure response to exercise stress testing in children and adolescents by Clarke, Melanie M, Zannino, Diana, Stewart, Natalie P, Glenning, Jonathan P, Pineda-Guevara, Salvador, Kik, Jolien, Mynard, Jonathan P, Cheung, Michael M H

“…ObjectiveTo describe normative values for blood pressure (BP) response to maximal exercise in children/adolescents undergoing a treadmill stress…”
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Chronological Time-Period Clustering for Optimal Capacity Expansion Planning With Storage by Pineda, Salvador, Morales, Juan M.

“…To reduce the computational burden of capacity expansion models, power system operations are commonly accounted for in these models using representative time…”
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Solving Linear Bilevel Problems Using Big-Ms: Not All That Glitters Is Gold by Pineda, Salvador, Morales, Juan Miguel

“…The most common procedure to solve a linear bilevel problem in the PES community is, by far, to transform it into an equivalent single-level problem by…”
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Renewable generation expansion under different support schemes: A stochastic equilibrium approach by Pineda, Salvador, Boomsma, Trine K., Wogrin, Sonja

“…•Renewable scheme is needed to incentive investments and satisfy environmental target.•We propose a stochastic equilibrium model to account for risk-averse…”
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A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification by Jiménez-Cordero, Asunción, Morales, Juan Miguel, Pineda, Salvador

“…•A min-max approach is proposed for feature selection in Support Vector Machines.•The proposed model is equivalently reformulated using duality theory.•The new…”
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Electricity market clearing with improved scheduling of stochastic production by Morales, Juan M., Zugno, Marco, Pineda, Salvador, Pinson, Pierre

“…•Day-ahead markets should not be cleared with the expected stochastic production.•The stochastic dispatch maximizes market efficiency, but producers may incur…”
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On the inefficiency of the merit order in forward electricity markets with uncertain supply by Morales, Juan M., Pineda, Salvador

“…•Analytical insight into the inefficiency of the classical merit-order dispatch.•Conditions for the co-optimized two-stage market to break the merit…”
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Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees by Stratigakos, Akylas, Pineda, Salvador, Morales, Juan Miguel, Kariniotakis, Georges

“…The increased uncertainty due to the integration of stochastic renewable energy sources necessitates solving Optimal Power Flow (OPF) problems repeatedly and…”
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The Cooperative Maximal Covering Location Problem with ordered partial attractions by Domínguez, Concepción, Gázquez, Ricardo, Morales, Juan Miguel, Pineda, Salvador

“…The Maximal Covering Location Problem (MCLP) is a classical location problem where a company maximizes the demand covered by placing a given number of…”
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Cost-Driven Screening of Network Constraints for the Unit Commitment Problem by Porras, Alvaro, Pineda, Salvador, Morales, Juan Miguel, Jimenez-Cordero, Asuncion

“…In an attempt to speed up the solution of the unit commitment (UC) problem, both machine-learning and optimization-based methods have been proposed to lighten…”
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Tight big-Ms for Optimal Transmission Switching by Pineda, Salvador, Morales, Juan Miguel, Porras, Álvaro, Domínguez, Concepción

“…This paper addresses the Optimal Transmission Switching (OTS) problem in electricity networks, which aims to find an optimal power grid topology that minimizes…”
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Warm-starting constraint generation for mixed-integer optimization: A Machine Learning approach by Jiménez-Cordero, Asunción, Morales, Juan Miguel, Pineda, Salvador

“…Mixed Integer Linear Programs (MILP) are well known to be NP-hard (Non-deterministic Polynomial-time hard) problems in general. Even though pure…”
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A dynamic programming approach to segmented isotonic regression by Bucarey, Víctor, Labbé, Martine, Morales, Juan M, Pineda, Salvador

“…This paper proposes a polynomial-time algorithm to construct the monotone stepwise curve that minimizes the sum of squared errors with respect to a given cloud…”
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Forecasting the price-response of a pool of buildings via homothetic inverse optimization by Fernández-Blanco, Ricardo, Morales, Juan Miguel, Pineda, Salvador

“…This paper focuses on the day-ahead forecasting of the aggregate power of a pool of smart buildings equipped with thermostatically-controlled loads. We first…”
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Time-Adaptive Unit Commitment by Pineda, Salvador, Fernandez-Blanco, Ricardo, Morales, Juan Miguel

“…The short-term operation of a power system is usually planned by solving a day-ahead unit commitment problem. Because of historical reasons, the commitment of…”
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Impact of forecast errors on expansion planning of power systems with a renewables target by Pineda, Salvador, Morales, Juan M., Boomsma, Trine K.

“…•A two-stage market properly models the effects of forecast errors on system operation.•Expansion models are formulated as stochastic single/bilevel…”
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