A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices
The increased penetration of renewable energy sources in the electrical grid raises the need for more power system flexibility. One of the high potential groups to provide such flexibility is the industry. Incentives to do so are provided by variable pricing and remuneration of supplied ancillary se...
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doaj-188ddf376f6d48358247d4ab7ed25b582020-11-25T03:57:09ZengMDPI AGEnergies1996-10732020-10-01135675567510.3390/en13215675A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market PricesJens Baetens0Jeroen D. M. De Kooning1Greet Van Eetvelde2Lieven Vandevelde3Electrical Energy Laboratory (EELAB), Department of Electromechanical, Systems and Metal Engineering, Ghent University, Tech Lane Ghent Science Park—Campus Ardoyen, Technologiepark-Zwijnaarde 131, 9052 Ghent, BelgiumElectrical Energy Laboratory (EELAB), Department of Electromechanical, Systems and Metal Engineering, Ghent University, Tech Lane Ghent Science Park—Campus Ardoyen, Technologiepark-Zwijnaarde 131, 9052 Ghent, BelgiumEnergy & Cluster Management, Department of Electromechanical, Systems and Metal Engineering, Ghent University, Tech Lane Ghent Science Park—Campus Ardoyen, Technologiepark-Zwijnaarde 131, 9052 Ghent, BelgiumElectrical Energy Laboratory (EELAB), Department of Electromechanical, Systems and Metal Engineering, Ghent University, Tech Lane Ghent Science Park—Campus Ardoyen, Technologiepark-Zwijnaarde 131, 9052 Ghent, BelgiumThe increased penetration of renewable energy sources in the electrical grid raises the need for more power system flexibility. One of the high potential groups to provide such flexibility is the industry. Incentives to do so are provided by variable pricing and remuneration of supplied ancillary services. The operational flexibility of a chlor-alkali electrolysis process shows opportunities in the current energy and ancillary services markets. A co-optimisation of operating the chlor-alkali process under an hourly variable priced electricity sourcing strategy and the delivery of Frequency Containment Reserve (FCR) is the core of this work. A short term price prediction for the Day-Ahead Market (DAM) and FCR market as input for a deterministic optimisation shows good results under standard DAM price patterns, but leaves room for improvement in case of price fluctuations, e.g., as caused by Renewable Energy Sources (RES). A two-stage stochastic optimisation is considered to cope with the uncertainties introduced by the exogenous parameters. An improvement of the stochastic solution over the deterministic Expected Value (EV) solution is shown.https://www.mdpi.com/1996-1073/13/21/5675stochastic modellingconstrained optimisationchlor-alkaliday-ahead marketfrequency containment reserve |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jens Baetens Jeroen D. M. De Kooning Greet Van Eetvelde Lieven Vandevelde |
spellingShingle |
Jens Baetens Jeroen D. M. De Kooning Greet Van Eetvelde Lieven Vandevelde A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices Energies stochastic modelling constrained optimisation chlor-alkali day-ahead market frequency containment reserve |
author_facet |
Jens Baetens Jeroen D. M. De Kooning Greet Van Eetvelde Lieven Vandevelde |
author_sort |
Jens Baetens |
title |
A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices |
title_short |
A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices |
title_full |
A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices |
title_fullStr |
A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices |
title_full_unstemmed |
A Two-Stage Stochastic Optimisation Methodology for the Operation of a Chlor-Alkali Electrolyser under Variable DAM and FCR Market Prices |
title_sort |
two-stage stochastic optimisation methodology for the operation of a chlor-alkali electrolyser under variable dam and fcr market prices |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2020-10-01 |
description |
The increased penetration of renewable energy sources in the electrical grid raises the need for more power system flexibility. One of the high potential groups to provide such flexibility is the industry. Incentives to do so are provided by variable pricing and remuneration of supplied ancillary services. The operational flexibility of a chlor-alkali electrolysis process shows opportunities in the current energy and ancillary services markets. A co-optimisation of operating the chlor-alkali process under an hourly variable priced electricity sourcing strategy and the delivery of Frequency Containment Reserve (FCR) is the core of this work. A short term price prediction for the Day-Ahead Market (DAM) and FCR market as input for a deterministic optimisation shows good results under standard DAM price patterns, but leaves room for improvement in case of price fluctuations, e.g., as caused by Renewable Energy Sources (RES). A two-stage stochastic optimisation is considered to cope with the uncertainties introduced by the exogenous parameters. An improvement of the stochastic solution over the deterministic Expected Value (EV) solution is shown. |
topic |
stochastic modelling constrained optimisation chlor-alkali day-ahead market frequency containment reserve |
url |
https://www.mdpi.com/1996-1073/13/21/5675 |
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