Sequential Tasks Shifting for Participation in Demand Response Programs
In this paper, the proposed methodology minimizes the electricity cost of a laundry room by means of load shifting. The laundry room is equipped with washing machines, dryers, and irons. Additionally, the optimization model handles demand response signals, respecting user preferences while providing...
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doaj-270b45d1374b49bcb0a0810ebec745122020-11-25T03:23:10ZengMDPI AGEnergies1996-10732020-09-01134879487910.3390/en13184879Sequential Tasks Shifting for Participation in Demand Response ProgramsMahsa Khorram0Pedro Faria1Zita Vale2Carlos Ramos3GECAD—Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, IPP—Polytechnic Institute of Porto, Rua DR. Antonio Bernardino de Almeida, 431, 4200-072 Porto, PortugalGECAD—Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, IPP—Polytechnic Institute of Porto, Rua DR. Antonio Bernardino de Almeida, 431, 4200-072 Porto, PortugalIPP—Polytechnic Institute of Porto, Rua DR. Antonio Bernardino de Almeida, 431, 4200-072 Porto, PortugalGECAD—Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, IPP—Polytechnic Institute of Porto, Rua DR. Antonio Bernardino de Almeida, 431, 4200-072 Porto, PortugalIn this paper, the proposed methodology minimizes the electricity cost of a laundry room by means of load shifting. The laundry room is equipped with washing machines, dryers, and irons. Additionally, the optimization model handles demand response signals, respecting user preferences while providing the required demand reduction. The sequence of devices operation is also modeled, ensuring correct operation cycles of different types of devices which are not allowed to overlap or have sequence rules. The implemented demand response program specifies a power consumption limit in each period and offers discounts for energy prices as incentives. In addition, users can define the required number of operations for each device in specific periods, and the preferences regarding the operation of consecutive days. In the case study, results have been obtained regarding six scenarios that have been defined to survey about effects of different energy tariffs, power limitations, and incentives, in a laundry room equipped with three washing machines, two dryers, and one iron. A sensitivity analysis of the power consumption limit is presented. The results show that the proposed methodology is able to accommodate the implemented scenario, respecting user preferences and demand response program, minimizing energy costs. The final electricity price has been calculated for all scenarios to discuss the more effective schedule in each scenario.https://www.mdpi.com/1996-1073/13/18/4879demand responseelectricity tariffsload shiftingload schedulingtime of use |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mahsa Khorram Pedro Faria Zita Vale Carlos Ramos |
spellingShingle |
Mahsa Khorram Pedro Faria Zita Vale Carlos Ramos Sequential Tasks Shifting for Participation in Demand Response Programs Energies demand response electricity tariffs load shifting load scheduling time of use |
author_facet |
Mahsa Khorram Pedro Faria Zita Vale Carlos Ramos |
author_sort |
Mahsa Khorram |
title |
Sequential Tasks Shifting for Participation in Demand Response Programs |
title_short |
Sequential Tasks Shifting for Participation in Demand Response Programs |
title_full |
Sequential Tasks Shifting for Participation in Demand Response Programs |
title_fullStr |
Sequential Tasks Shifting for Participation in Demand Response Programs |
title_full_unstemmed |
Sequential Tasks Shifting for Participation in Demand Response Programs |
title_sort |
sequential tasks shifting for participation in demand response programs |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2020-09-01 |
description |
In this paper, the proposed methodology minimizes the electricity cost of a laundry room by means of load shifting. The laundry room is equipped with washing machines, dryers, and irons. Additionally, the optimization model handles demand response signals, respecting user preferences while providing the required demand reduction. The sequence of devices operation is also modeled, ensuring correct operation cycles of different types of devices which are not allowed to overlap or have sequence rules. The implemented demand response program specifies a power consumption limit in each period and offers discounts for energy prices as incentives. In addition, users can define the required number of operations for each device in specific periods, and the preferences regarding the operation of consecutive days. In the case study, results have been obtained regarding six scenarios that have been defined to survey about effects of different energy tariffs, power limitations, and incentives, in a laundry room equipped with three washing machines, two dryers, and one iron. A sensitivity analysis of the power consumption limit is presented. The results show that the proposed methodology is able to accommodate the implemented scenario, respecting user preferences and demand response program, minimizing energy costs. The final electricity price has been calculated for all scenarios to discuss the more effective schedule in each scenario. |
topic |
demand response electricity tariffs load shifting load scheduling time of use |
url |
https://www.mdpi.com/1996-1073/13/18/4879 |
work_keys_str_mv |
AT mahsakhorram sequentialtasksshiftingforparticipationindemandresponseprograms AT pedrofaria sequentialtasksshiftingforparticipationindemandresponseprograms AT zitavale sequentialtasksshiftingforparticipationindemandresponseprograms AT carlosramos sequentialtasksshiftingforparticipationindemandresponseprograms |
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