Title :
Energy Cost Minimization for Distributed Internet Data Centers in Smart Microgrids Considering Power Outages
Author :
Liang Yu ; Tao Jiang ; Yang Cao
Author_Institution :
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
In this paper, we investigate the problem of minimizing energy cost for distributed Internet data centers (IDCs) in smart microgrids while taking system dynamics into consideration. Specifically, IDC operators expect to minimize the long-term energy cost with the uncertainties in electricity price, workload, renewable energy generation, and power outage state. At first, we formulate the problem as a stochastic program that captures service request distribution, server provisioning, energy storage management, generator scheduling, power transactions between smart microgrids, and main grids. Second, we use the Lyapunov optimization technique to design an operation algorithm, which enables an explicit tradeoff between energy cost saving and battery investment cost. Finally, the effectiveness of the proposed algorithm is evaluated with practical data.
Keywords :
computer centres; distributed power generation; optimisation; power generation reliability; power generation scheduling; power markets; renewable energy sources; smart power grids; Lyapunov optimization technique; battery investment cost; distributed Internet data centers; electricity price; energy cost minimization; energy cost saving; generator scheduling; long-term energy cost; power outages; power transactions; renewable energy generation; server provisioning; service request distribution; smart microgrids; storage management; workload; Batteries; Generators; Power system faults; Power system restoration; Servers; Smart grids; Internet data center; Lyapunov optimization; energy storage; power outage; smart microgrid;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
DOI :
10.1109/TPDS.2014.2308223