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E-grāmata: Mathematical Sciences Research Challenges for the Next-Generation Electric Grid: Summary of a Workshop

  • Formāts: 100 pages
  • Izdošanas datums: 13-Oct-2015
  • Izdevniecība: National Academies Press
  • Valoda: eng
  • ISBN-13: 9780309378598
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  • Formāts: 100 pages
  • Izdošanas datums: 13-Oct-2015
  • Izdevniecība: National Academies Press
  • Valoda: eng
  • ISBN-13: 9780309378598

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If the United States is to sustain its economic prosperity, quality of life, and global competitiveness, it must continue to have an abundance of secure, reliable, and affordable energy resources. There have been many improvements in the technology and capability of the electric grid over the past several decades. Many of these advances to the grid depend on complex mathematical algorithms and techniques, and as the complexity of the grid has increased, the analytical demands have also increased.





The workshop summarized in this report was developed as part of an ongoing study of the Committee on Analytical Research Foundations for the Next-Generation Electric Grid. Mathematical Sciences Research Challenges for the Next-Generation Electric Grid summarizes the presentations and discussions from this workshop. This report identifies critical areas of mathematical and computational research that must be addressed for the next-generation electric transmission and distribution system and to identify future needs and ways that current research efforts in these areas could be adjusted or augmented.



Table of Contents



Front Matter 1 Introduction 2 Setting the Stage 3 Data and Data Analytics 4 Optimization and Control Methods for a Robust and Resilient Power Grid 5 Uncertainty Quantification and Validation 6 Discussion 7 Strategies Going Forward References Appendixes Appendix A: Registered Workshop Participants Appendix B: Workshop Agenda Appendix C: Acronyms
1 Introduction
1(3)
Workshop Overview
2(1)
Organization of This Workshop Summary
3(1)
2 Setting the Stage
4(14)
Low-Cost Pathways to Grid Integration of Renewable Energy: Skating to Where the Puck Is Going to Be
4(14)
3 Data and Data Analytics
18(13)
Prosumer-Centric Power Industry Transformation
18(4)
How to Combine Observational Data Sources With First Principles of Physics to Build Stable and Transportable Models for Power System Design and Control
22(5)
Grid-Scale Data Fusion: Obstacles and Opportunities
27(4)
4 Optimization and Control Methods For A Robust and Resilient Power Grid
31(12)
Duration-Differentiated Electrical Service for Integrating Renewable Power
31(3)
Demand-Side Flexibility for Reliable Ancillary Services in a Smart Grid: Eliminating Risk to Consumers and the Grid
34(5)
Advances in Mixed-Integer Programming and the Impact on Managing Electric Power Grids
39(4)
5 Uncertainty Quantification and Validation
43(11)
How Well Can We Measure What Didn't Happen and Predict What Won't?
43(8)
Mathematical Models in Power Markets
51(3)
6 Discussion
54(16)
Breakout Groups
54(11)
Presentations from the Audience
65(5)
7 Strategies Going Forward
70(5)
Concluding Remarks
70(1)
Workshop Themes
70(5)
REFERENCES
75(6)
APPENDIXES
A Registered Workshop Participants
81(2)
B Workshop Agenda
83(3)
C Acronyms
86