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...

Full description

Bibliographic Details
Main Authors: Jens Baetens, Jeroen D. M. De Kooning, Greet Van Eetvelde, Lieven Vandevelde
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/21/5675
id doaj-188ddf376f6d48358247d4ab7ed25b58
record_format Article
spelling 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
work_keys_str_mv AT jensbaetens atwostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT jeroendmdekooning atwostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT greetvaneetvelde atwostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT lievenvandevelde atwostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT jensbaetens twostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT jeroendmdekooning twostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT greetvaneetvelde twostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
AT lievenvandevelde twostagestochasticoptimisationmethodologyfortheoperationofachloralkalielectrolyserundervariabledamandfcrmarketprices
_version_ 1724461670722437120