An Ancillary Services Model for Data Centers and Power Systems

被引:9
|
作者
Ali, Sahibzada Muhammad [1 ]
Jawad, Muhammad [1 ]
Khan, M. Usman S. [1 ]
Bilal, Kashif [1 ]
Glower, Jacob [2 ]
Smith, Scott C. [3 ]
Khan, Samee U. [4 ]
Li, Keqin [5 ]
Zomaya, Albert Y. [6 ]
机构
[1] COMSATS Inst Informat & Technol, Islamabad 45550, Pakistan
[2] North Dakota State Univ, Dept Elect & Comp Engn, Fargo, ND 58108 USA
[3] North Dakota State Univ, Elect & Comp Engn, Fargo, ND 58108 USA
[4] Mississippi State Univ, Dept Elect & Comp Engn, Starkville, MS 39762 USA
[5] SUNY Coll New Paltz, Sch Sci & Engn, Dept Comp Sci, New Paltz, NY 12561 USA
[6] Univ Sydney, Sch Informat Technol, High Performance Comp, Sydney, NSW 2006, Australia
基金
美国国家科学基金会;
关键词
Energy-efficient computing; load flow; data center; optimization; smart grid; OPTIMIZATION; OPERATIONS;
D O I
10.1109/TCC.2017.2700838
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Enormous energy consumption of data centers has a major impact on power systems by significantly increasing the electrical load. Due to the increase in electrical load, power systems are facing demand and supply miss-management problems. Therefore, power systems require efficient and intelligent ancillary services to maintain robustness, reliability, and stability. Data centers can provide the computational capabilities to manage power systems; however, data centers consume a tremendous amount of energy, and energy price accounts for a significant portion of their operational cost. Power system jobs will make this situation even more critical for data centers. In our work, we seek an Ancillary Services Model (ASM) to service data centers and power systems. In ASM, we find an optimal job scheduling technique for executing power systems' jobs on data centers in terms of low power consumption, reduced makespan, and fewer preempted jobs. The power systems' jobs include Optimal Power Flow (OPF) calculation, transmission line importance index, and bus importance index. Moreover, a Service Level Agreement (SLA) between data centers and power systems is shown to provide mutual benefits.
引用
收藏
页码:1176 / 1188
页数:13
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