TY - GEN
T1 - Load profile aware demand response based on event and temporal limitations
AU - Al-Sumaiti, Ameena Saad
AU - Srikanth Reddy, K.
AU - Kumar, Rajesh
AU - Gupta, Vishu
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/12/16
Y1 - 2020/12/16
N2 - This paper investigates the impact and limitations of of temporal characteristics and event/frequency limits of responsive load models on the integration of demand response (DR) resources into power system scheduling aspects. The temporal characteristics of responsive loads are incorporated into the DR scheduling problem through dynamic cost models considering the availability and utilization factors. The impact of physical operating constraints of DR loads are modelled as temporal and event/frequency limit constraints. The temporal characteristics of responsive loads of various sectors namely, residential, commercial, industrial and municipal sectors are examined. The proposed methodology is incorporated into the UC and DR scheduling problem. The proposed dynamic cost models reported lower operating cost compared to both the system operation with no DR scheduling as well as the system operation with static cost models. In addition, the enforcement of physical operation limits on DR loads through temporal and event limit constraints reduced the DR schedule. Consequently, this consideration would result in increased operational cost and reduction of overall system reserve. The variation in the techno-economic aspects of the system with respect to the DR penetration level are included for discussions of the static as well as the dynamic cost models.
AB - This paper investigates the impact and limitations of of temporal characteristics and event/frequency limits of responsive load models on the integration of demand response (DR) resources into power system scheduling aspects. The temporal characteristics of responsive loads are incorporated into the DR scheduling problem through dynamic cost models considering the availability and utilization factors. The impact of physical operating constraints of DR loads are modelled as temporal and event/frequency limit constraints. The temporal characteristics of responsive loads of various sectors namely, residential, commercial, industrial and municipal sectors are examined. The proposed methodology is incorporated into the UC and DR scheduling problem. The proposed dynamic cost models reported lower operating cost compared to both the system operation with no DR scheduling as well as the system operation with static cost models. In addition, the enforcement of physical operation limits on DR loads through temporal and event limit constraints reduced the DR schedule. Consequently, this consideration would result in increased operational cost and reduction of overall system reserve. The variation in the techno-economic aspects of the system with respect to the DR penetration level are included for discussions of the static as well as the dynamic cost models.
KW - Demand Response (DR)
KW - Dynamic costing
KW - Event Limit constraint
KW - Operational time constraints
KW - Responsive load profiling attributes
KW - Unit Commitment (UC)
UR - http://www.scopus.com/inward/record.url?scp=85103890857&partnerID=8YFLogxK
U2 - 10.1109/PEDES49360.2020.9379394
DO - 10.1109/PEDES49360.2020.9379394
M3 - Conference contribution
AN - SCOPUS:85103890857
T3 - 9th IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2020
BT - 9th IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2020
Y2 - 16 December 2020 through 19 December 2020
ER -