Stochastic optimization for distributed energy resources in smart grids. ([2017])

• Record Type: Book
• Further Information: Note: Yuanxiong Guo, Yuguang Fang, Pramod P. Khargonekar.
• Other Names: Guo, Yuanxiong; Fang, Yuguang; Khargonekar, P (Pramod)
• Contents: Preface; Contents; Acronyms; 1 Hierarchical Architecture for Distributed Energy Resource Management; 1.1 Introduction to DERs; 1.2 Research Challenges for Integrating DERs; 1.3 A Novel Hierarchical Architecture for DER Management; 1.4 Related Work; References; 2 Optimal Energy Management for Smart Homes; 2.1 System Model; 2.1.1 Renewable Energy Generation; 2.1.2 Energy Storage; 2.1.3 Electricity Market; 2.1.4 Control Objective; 2.2 Inelastic Energy Demand; 2.2.1 Relaxed Problem; 2.2.2 Our Proposed Algorithm; 2.2.3 Algorithmic Properties; 2.3 Elastic Energy Demand; 2.3.1 Relaxed Problem. 2.3.2 Delay-Aware Virtual Queue2.3.3 Our Proposed Algorithm; 2.3.4 Algorithmic Properties; 2.4 Performance Evaluation; 2.4.1 Simulation Setup; 2.4.2 Results and Analysis; Appendix; Proof of Theorem 2.1; Proof of Lemma 3.1; Proof of Theorem 2.2; References; 3 Decentralized Coordination of Energy Consumption for Smart Neighborhoods; 3.1 System Model; 3.1.1 Load Serving Entity; 3.1.2 Energy Loads; 3.1.3 Energy Storage; 3.1.4 Renewable Distributed Generation; 3.2 Problem Formulation; 3.3 Online Distributed Algorithm; 3.3.1 Relaxed Problem; 3.3.2 Delay-Aware Virtual Queue. 3.3.3 The Lyapunov Approach3.3.4 Distributed Algorithm; 3.4 Performance Analysis; 3.5 Performance Evaluation; 3.5.1 Simulation Setup; 3.5.2 Results and Analysis; Appendix; The Worst-case Delay for Buffered Elastic Loads; References; 4 Risk-Constrained Optimal Energy Management for SmartMicrogrids; 4.1 System Model; 4.1.1 Combined Heat and Power; 4.1.2 Deferrable Load; 4.1.3 Electrical and Thermal Storage; 4.1.4 Heat Supply and Balance; 4.1.4.1 Linearized Power Flow Equations; 4.1.4.2 Network Constraints; 4.1.5 Electricity Market; 4.2 Problem Formulation; 4.2.1 Conditional Value at Risk. 4.2.2 Objective Function4.3 Solution Approach; 4.4 Case Study; 4.4.1 Numerical Settings; 4.4.2 Simulation Results; 4.4.2.1 Stochastic Approach Versus Deterministic Approach; 4.4.2.2 Expected Operating Cost and CVaR; 4.4.2.3 Voltage Regulation Tests; 4.4.2.4 Sensitivity Analysis; References; 5 Conclusion; 5.1 Concluding Remarks; 5.2 Future Work.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 004.6; Computer science; Computer networks; Smart power grids; Power resources -- Management; Computer engineering; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; COMPUTERS -- Networking -- General; Computer engineering; Computer networks; Power resources -- Management; Smart power grids; Computer Science; Computer Communication Networks; Communications Engineering, Networks; Technology & Engineering -- Telecommunications; Communications engineering / telecommunications; Computer Communication Networks; Telecommunication; Computers -- Hardware -- Network Hardware; Network hardware; Electronic books
• Languages: English
• ISBNs: 9783319595290; 3319595296
• Related ISBNs: 9783319595283; 3319595288
• Notes: Note: Includes bibliographical references.; Note: Vendor-supplied metadata.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.