TY - JOUR
T1 - Optimal energy scheduling of the smart stand-alone electrical distribution grid considering power-to-gas storage technology and reserve strategy
AU - Candra, Oriza
AU - Chammam, Abdeljelil
AU - Alghamdi, Mohammed I.
AU - Pallathadka, Harikumar
AU - Kunamneni, Rachananjali
AU - Romero-Parra, Rosario Mireya
AU - Hussein, Hussein Ali
AU - Ali, Amjad
AU - Al-Kharsan, Ibrahim H.
AU - Mohammed, Aymen
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023.
PY - 2024/4
Y1 - 2024/4
N2 - This study focused on the optimal energy operation of the stand-alone electrical distribution grid based on technical and economic indices under uncertainty of the load demand and renewable energy sources. The two reserve strategies consisting of (1) power-to-gas (P2G) technology as a storage system and (2) load curtailment strategy (LCS) are taken into account as proposed approaches to improvement of the technical and economic indices at operation time. Using P2G technology, stored natural gas can be applied to backup generators to meet demand at peak times. As well, LCS is implemented subject to bid prices to consumers for demand reduction at emergency times. The multi-objective functions such as (1) minimizing the operation cost, (2) maximizing the reliability, and (3) improving the voltage profile are considered as main economic and technical objectives. The optimization of the proposed approach is carried out by the ant colony algorithm. On the other side, by the TOPSIS decision-making method, the desired optimal solution is obtained in non-dominated solutions. Finally, in order to represent the effectiveness and validation of proposed reserve strategies, the mentioned strategies are applied to the IEEE-33 bus as an electrical distribution grid in three case studies.
AB - This study focused on the optimal energy operation of the stand-alone electrical distribution grid based on technical and economic indices under uncertainty of the load demand and renewable energy sources. The two reserve strategies consisting of (1) power-to-gas (P2G) technology as a storage system and (2) load curtailment strategy (LCS) are taken into account as proposed approaches to improvement of the technical and economic indices at operation time. Using P2G technology, stored natural gas can be applied to backup generators to meet demand at peak times. As well, LCS is implemented subject to bid prices to consumers for demand reduction at emergency times. The multi-objective functions such as (1) minimizing the operation cost, (2) maximizing the reliability, and (3) improving the voltage profile are considered as main economic and technical objectives. The optimization of the proposed approach is carried out by the ant colony algorithm. On the other side, by the TOPSIS decision-making method, the desired optimal solution is obtained in non-dominated solutions. Finally, in order to represent the effectiveness and validation of proposed reserve strategies, the mentioned strategies are applied to the IEEE-33 bus as an electrical distribution grid in three case studies.
KW - Ant colony algorithm
KW - Load curtailment strategy (LCS)
KW - Power-to-gas (P2G) technology
KW - Reserve strategies
KW - Stand-alone electrical distribution grid (SEDGs)
KW - Storage system
KW - TOPSIS decision-making method
UR - http://www.scopus.com/inward/record.url?scp=85173764259&partnerID=8YFLogxK
U2 - 10.1007/s00202-023-02041-9
DO - 10.1007/s00202-023-02041-9
M3 - Article
AN - SCOPUS:85173764259
SN - 0948-7921
VL - 106
SP - 1939
EP - 1958
JO - Electrical Engineering
JF - Electrical Engineering
IS - 2
ER -