3 citations · 3 across the 3 of their papers we have counts for
11 papers · 1 filter
Is learning for the unit commitment problem a low-hanging fruit?
S. Pineda, J. M. Morales
The blast wave of machine learning and artificial intelligence has also reached the power systems community, and amid the frenzy of methods and black-box tools that have been left…
An exact dynamic programming approach to segmented isotonic regression
Víctor Bucarey, Martine Labbé, Juan M. Morales +1
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 of data points. The…
Data-Driven Screening of Network Constraints for Unit Commitment
Salvador Pineda, Juan Miguel Morales, Asunción Jiménez-Cordero
The transmission-constrained unit commitment (TC-UC) problem is one of the most relevant problems solved by independent system operators for the daily operation of power systems. G…
Enabling Active/Passive Electricity Trading in Dual-Price Balancing Markets
Nicolò Mazzi, Alessio Trivella, Juan M. Morales
In electricity markets with a dual-pricing scheme for balancing energy, controllable production units typically participate in the balancing market as "active" actors by offering r…
A two-phase stochastic programming approach to biomass supply planning for combined heat and power plants
Ignacio Blanco, Daniela Guericke, Juan M. Morales +1
Due to the new carbon neutral policies, many district heating operators start operating their combined heat and power (CHP) plants using different types of biomass instead of fossi…
Time-Adaptive Unit Commitment
Salvador Pineda, Ricardo Fernandez-Blanco, Juan Miguel Morales
The short-term operation of a power system is usually planned by solving a day-ahead unit commitment problem. Due to historical reasons, the commitment of the power generating unit…