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E-raamat: Energy Management of Internet Data Centers in Smart Grid

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  • Formaat: PDF+DRM
  • Sari: Green Energy and Technology
  • Ilmumisaeg: 02-Jan-2015
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Keel: eng
  • ISBN-13: 9783662456767
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Energy Management of Internet Data Centers in Smart GridSuurem pilt
  • Formaat: PDF+DRM
  • Sari: Green Energy and Technology
  • Ilmumisaeg: 02-Jan-2015
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Keel: eng
  • ISBN-13: 9783662456767
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This book reports the latest findings on intelligent energy management of Internet data centers in smart-grid environments. The book gathers novel research ideas in Internet data center energy management, especially scenarios with cyber-related vulnerabilities, power outages and carbon emission constraints. The book will be of interest to university researchers, R&D engineers and graduate students in communication and networking areas who wish to learn the core principles, methods, algorithms, and applications of energy management of Internet data centers in smart grids.

1 Introduction
1(12)
1.1 Smart Grid
1(3)
1.2 Internet Data Centers
4(1)
1.3 Energy Management of Internet Data Centers in Smart Grid and Challenges
5(2)
1.4 Related Works
7(2)
1.4.1 Existing Works
7(1)
1.4.2 Observations
8(1)
1.5 Contents and Organizations
9(4)
References
10(3)
2 Energy Cost Minimization for Internet Data Centers Considering Power Outages
13(24)
2.1 Introduction
13(2)
2.2 System Model
15(7)
2.2.1 Models Related to Front-End Servers and Internet Data Centers
16(2)
2.2.2 Models Related to Smart Microgrids
18(2)
2.2.3 Models Related to Main Grids
20(1)
2.2.4 Energy Cost Model
21(1)
2.2.5 Some Discussions About Models
21(1)
2.3 Problem Formulation and Algorithm Design
22(6)
2.3.1 Relaxed Problem
22(2)
2.3.2 Proposed Operation Algorithm
24(2)
2.3.3 Solution
26(2)
2.4 Analysis and Simulations
28(7)
2.4.1 Analysis
28(3)
2.4.2 Simulations
31(4)
2.5 Summary
35(2)
References
35(2)
3 Carbon-Aware Energy Cost Minimization for Internet Data Centers
37(22)
3.1 Introduction
37(1)
3.2 System Model
38(6)
3.2.1 Models Related to Front-End Servers and Internet Data Centers
39(2)
3.2.2 Models Related to Smart Microgrids
41(3)
3.3 Problem Formulation and Algorithm Design
44(5)
3.3.1 Relaxed Problem
45(2)
3.3.2 Proposed Operation Algorithm
47(2)
3.4 Analysis and Simulations
49(6)
3.4.1 Analysis
49(3)
3.4.2 Simulations
52(3)
3.5 Summary
55(4)
References
55(4)
4 Joint Workload and Battery Scheduling for Data Center Energy Cost Minimization
59(20)
4.1 Introduction
59(2)
4.2 System Model
61(3)
4.2.1 Internet Data Center Capacity
61(1)
4.2.2 Workload Model
61(1)
4.2.3 Battery Model
62(1)
4.2.4 Energy Cost Model
63(1)
4.3 Problem Formulation and Algorithm Design
64(6)
4.3.1 Relaxed Problem
65(1)
4.3.2 Proposed Operation Algorithm
66(4)
4.4 Analysis and Simulations
70(7)
4.4.1 Analysis
70(2)
4.4.2 Simulations
72(5)
4.5 Summary
77(2)
References
77(2)
5 Risk-Constrained Operation for Internet Data Centers in Deregulated Electricity Markets
79(22)
5.1 Introduction
79(3)
5.2 Proposed Decision Framework
82(2)
5.2.1 Electricity Forward Markets
82(1)
5.2.2 Risk-Constrained Decision Framework
82(1)
5.2.3 Uncertainty Characterization
83(1)
5.3 System Model
84(4)
5.3.1 Models Related to Front-End Servers and Internet Data Centers
85(1)
5.3.2 Model Related to Electricity Forward Contracts
86(1)
5.3.3 Expected Energy Cost
87(1)
5.3.4 Operation Risk
87(1)
5.4 Problem Formulation and Algorithm Design
88(5)
5.4.1 The First-Stage Problem
88(1)
5.4.2 The Second-Stage Problem
89(1)
5.4.3 Deterministic Equivalent Programming Problem
89(1)
5.4.4 Algorithm Design
90(3)
5.5 Simulations
93(4)
5.5.1 Simulation Settings
94(1)
5.5.2 Simulation Results
95(2)
5.6 Summary
97(4)
References
97(4)
6 Conclusions
101
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