G RID M ODELING & D ATABASE M ANAGEMENT FOR E NERGY S YSTEMS A NALYSIS Ashish Gupta.

Slides:

Advertisements

Similar presentations

Model Validation in Western Interconnection

Advertisements

M ODULE 4 D ATABASE T UNING Section 3 Application Performance 1 ITEC 450 Fall 2012.

Transparent, Repeatable, Defendable, and Published Generation, Transmission & Nat Gas Network Co-Optimizations

D ATA AND K NOWLEDGE M ANAGEMENT Chapter 3. 2 M ANAGING DATA AND INFORMATION Usually too much data rather than too little in organizations How does an.

BEST PRACTICES M ODELING S UPPORT T OOLS IBPSA - USA 1.

University of Minho School of Engineering Institute for Polymer and Composites Uma Escola a Reinventar o Futuro – Semana da Escola de Engenharia - 24 a.

ECE 530 – Analysis Techniques for Large-Scale Electrical Systems

AGU IT 2006, Page 1 Production Order Management Products for WinCC Manufacturing Specifications and Production Orders License price per application 3850,-€Set-up.

EE 369 POWER SYSTEM ANALYSIS

ECE 530 – Analysis Techniques for Large-Scale Electrical Systems Prof. Hao Zhu Dept. of Electrical and Computer Engineering University of Illinois at Urbana-Champaign.

AUDITING INFORMATION TECHNOLOGY USING COMPUTER ASSISTED AUDIT TOOLS AND TECHNIQUES.

ECE 333 Renewable Energy Systems Lecture 13: Per Unit, Power Flow Prof. Tom Overbye Dept. of Electrical and Computer Engineering University of Illinois.

D ATA AND K NOWLEDGE M ANAGEMENT. 2 M ANAGING DATA AND INFORMATION Usually too much data rather than too little in organizations How does an organization.

Copyright © 2006 by The McGraw-Hill Companies, Inc. All rights reserved. McGraw-Hill Technology Education Copyright © 2006 by The McGraw-Hill Companies,

NON-DESTRUCTIVE GROWTH MEASUREMENT OF SELECTED VEGETABLE SEEDLINGS USING MACHINE VISION Ta-Te Lin, Sheng-Fu Cheng, Tzu-Hsiu Lin, Meng-Ru Tsai Department.

A D ISTRIBUTED D EMAND R ESPONSE A LGORITHM AND I TS A PPLICATIONS TO PHEV C HARGING IN S MART G RID Zhong Fan IEEE Trans. on Smart Grid. Z. Fan. A Distributed.

P ECAN S TREET P ROJECT – A “G REEN ” D EVELOPMENT Center for Electromechanics Pecan Street, Inc. SWEDE 2013 May 5, 2013 Austin, Texas Dr. Fabian Uriarte.

C HAPTER 9 Database Planning, Design, and Administration Transparencies © Pearson Education Limited 1995,

C OMPUTER S CIENCE, C OMPUTER E NGINEERING, I NFORMATION T ECHNOLOGY AND S YSTEMS, F LOW OF C ONTROL, B ATCH AND I NTERACTIVE P ROCESSING Week 5 Mr. Mohammed.

Capacity analysis of complex materials handling systems.

Production Cost Model Fundamentals

D ATA AND K NOWLEDGE M ANAGEMENT. 2 M ANAGING DATA AND INFORMATION Usually too much data rather than too little in organizations How does an organization.

J OINT I NSTITUTE FOR N UCLEAR R ESEARCH OFF-LINE DATA PROCESSING GRID-SYSTEM MODELLING FOR NICA 1 Nechaevskiy A. Dubna, 2012.

Distributed Computation in MANets Robot swarm developed by James Rice University.

ECE 530 – Analysis Techniques for Large-Scale Electrical Systems

RELATIONAL FAULT TOLERANT INTERFACE TO HETEROGENEOUS DISTRIBUTED DATABASES Prof. Osama Abulnaja Afraa Khalifah

Load Flow Study using Tellegen’s Theorem. Load Flow – The load-flow study is an important tool involving numerical analysis applied to a power system.

Chapter 6 Programming Languages (2) Introduction to CS 1 st Semester, 2015 Sanghyun Park.

D ATA AND K NOWLEDGE M ANAGEMENT. 2 M ANAGING DATA AND INFORMATION Usually too much data rather than too little in organizations How does an organization.

CE 3372 WATER SYSTEMS DESIGN LECTURE 004. OUTLINE Branched Systems Looped Systems Network Analysis Hydraulic modeling.

Intro – Part 2 Introduction to Database Management: Ch 1 & 2.

Process Control Charts Process Control Charts using Microsoft Excel to Query SQL (Data base) that is created by Wonderware 1H2Morgan.com.

P ARALLEL A NALYSIS OF E GG D ATA WITH HADOOP ON FUTUREGRID Project Member: Rewati Ovalekar Project Guide : Gregor von Laszweski, Lizhe Wang.

HPDC 2013 Taming Massive Distributed Datasets: Data Sampling Using Bitmap Indices Yu Su*, Gagan Agrawal*, Jonathan Woodring # Kary Myers #, Joanne Wendelberger.

Introduction to Transportation Systems. SUMMARY NOTE TO INSTRUCTORS: These slides cover major ideas from the course, and should be supplemented with other.

Institute for Personal Robots in Education (IPRE)‏ CSC 170 Computing: Science and Creativity.

6. A PPLICATION MAPPING 6.3 HW/SW partitioning 6.4 Mapping to heterogeneous multi-processors 1 6. Application mapping (part 2)

Slack Bus Change and Impact to Market Market Analysis, ERCOT QMWG Sep. 4, 2015.

3 Data. Software And Data Data Data element – a single, meaningful unit of data. Name Social Security Number Data structure – a set of related data elements.

Software Engineering Laboratory, Department of Computer Science, Graduate School of Information Science and Technology, Osaka University IWPSE 2003 Program.

C ONSTRUCTING L OAD -B ALANCED D ATA A GGREGATION T REES IN P ROBABILISTIC W IRELESS S ENSOR N ETWORKS Jing (Selena) He, Shouling Ji, Yi Pan, Yingshu Li.

Nelson Kagan BR Session 4 – Block 3 – Planning – Paper #66 Barcelona May Technical Assessment for the Installation of Dispersed Generation.

The Power Flow Problem Scott Norr For EE 4501 April, 2015.

VOLTAGE CONSTRAINTS AND POWER NOMOGRAMS © 2002 Fernando L. Alvarado May 28, 2002.

I SLAND & I SLANDED G RIDS W HY F AST -A CTING D ISPATCHABLE L OADS ARE E SSENTIAL FOR H IGH P ENETRATION R ENEWABLE S YSTEMS 25 A UGUST 2015 K ORD F.

1 © A. Kwasinski, 2015 Cyber Physical Power Systems Fall 2015 Security.

M ODELLING I NFRASTRUCTURE S YSTEMS FOR R ESILIENCE AND S USTAINABILITY Sarah Dunn, Sean Wilkinson, Gaihua Fu and Richard Dawson.

C HAPTER 7- D ESIGNS F OR U SING I NFORMATION (2 ND PART ) By : Jaime Villarreal.

Information Systems Concepts Basic Computer Concepts Information Systems  Information System  a particular discipline or branch of learning that is concerned.

A Bandwidth Scheduling Algorithm Based on Minimum Interference Traffic in Mesh Mode Xu-Yajing, Li-ZhiTao, Zhong-XiuFang and Xu-HuiMin International Conference.

Students understand the relation of hydropower compared to wind power. How does energy develop through the flow of current (water) moving through a generator?

CS440 Computer Networks 1 Link State Routing and OSPF Neil Tang 10/31/2008.

ECE 530 – Analysis Techniques for Large-Scale Electrical Systems Prof. Hao Zhu Dept. of Electrical and Computer Engineering University of Illinois at Urbana-Champaign.

Impact of Large-Scale PV Penetration on Power System Voltage and Angle Stability Caleb Walker and Alex Chan July 18, 2013 Knoxville, TN.

ECE 530 – Analysis Techniques for Large-Scale Electrical Systems Prof. Hao Zhu Dept. of Electrical and Computer Engineering University of Illinois at Urbana-Champaign.

An Optimization Model for Placement of Wavelength Converters to Minimize Blocking Probability in WDM Networks Authored by: SuixiangGao,XiaohuaJia Authored.

T RANSPORTATION MODEL - LOCATION PLANNING AND ANALYSIS.

Next-Generation Navigational Infrastructure and the ATLAS Event Store Abstract: The ATLAS event store employs a persistence framework with extensive navigational.

Thepul Ginige Lecture-5 Implementation of Information System Part - I Thepul Ginige.

Krebs Cycle Analyzer Christopher Clement Ryan Miller BMES 546.

CPSC8985 FA 2015 Team C3 DATA MIGRATION FROM RDBMS TO HADOOP By Naga Sruthi Tiyyagura Monika RallabandiRadhakrishna Nalluri.

T HERMOCHEMISTRY. E NERGY OF P HASE C HANGES : H EATING C URVE DURING PHASE CHANGES TEMPERATURE IS CONSTANT!!!!! Energy Increases!

P OWER DISTRIBUTION AND UTILIZATION L ECTURE 3 Instructor :Kashif Mehmood.

Market Architectures Integrating Ancillary Services from Distributed Energy Resources Olivier Devolder Head of Energy Group N-SIDE.

Module B3 More on Three Phase Analysis

البيئة السياسية للإدارة الدولية

ECE 333 Green Electric Energy

GENERAL VIEW OF KRATOS MULTIPHYSICS

How Efficient Can We Be?: Bounds on Algorithm Energy Consumption

Decentralized Distributed Processing

Presentation transcript:

G RID M ODELING & D ATABASE M ANAGEMENT FOR E NERGY S YSTEMS A NALYSIS Ashish Gupta

D EVELOPING T HE I NFRASTRUCTURE … Extracting Power Plant Data Converting Databases Developing Software Tools to Analyze Data Researching and Implementing Optimization Algorithms

PJM D ATA S CHEMATIC Planning PSSE Model Bus ID, Bus Name EMS PSSE Model fk_ta_id Pnodes 5-Minute Load Data Pnodes ID Bid Data Pnode Names Creating This Link via Machine Learning Techniques

A P EEK AT THE C ODE ….

PJM L OAD D ATA 52+ Gigabyte File 2 Main Tools: 1. Byte Index 2. SQL Database

T HE P ROCESSING T OOLS IN A CTION

L OCATIONAL M ARGINAL P RICING Method for calculating energy cost at a particular node

P OWER T RANSFER D ISTRIBUTION F ACTORS Determines increases in flows on branches given power injections at given nodes P: Node injections (the variable). D: Branch susceptances. A:node-arc incidence. B’: Powerflow. Theta: Nodal Phase Angles. PB is power transfer distribution factor matrix.

E CONOMIC D ISPATCH P ROBLEM Finding the optimal way to meet the load of the system Must adhere to cost curves of each generator

L AMBDA I TERATION M ETHOD Algorithm to efficiently compute generation power corresponding to a particular price

A GGREGATE B ID C URVE

P UTTING IT A LL T OGETHER