Wide Area Monitoring System Planning, Strategy and Implementation in Thailand s Power Grid

Size: px
Start display at page:

Download "Wide Area Monitoring System Planning, Strategy and Implementation in Thailand s Power Grid"

Transcription

1 Sept.3-5, 2013, China AORC-B CIGRE-AORC 2013 Wide Area Monitoring System Planning, Strategy and Implementation in Thailand s Power Grid W. PIMJAIPONG L.SURAPONGPUN Electricity Generating Authority of Thailand THAILAND SUMMARY Power system stability is the major concerned in Thailand s power grid. Nowadays, the monitoring of the system based in the steady state with the SCADA system which cannot display the dynamic phenomena of the power system. The system s behaviors are forecasted by using the off-line power system simulation tool which is uncertainty in accuracy parameters and the roughly approximation. In some cases, the system operators need to know the continuous and detailed dynamic data to make the decision to manage the system. With Phasors Measurement Unit (PMU) technology, the system can be monitoring and focus on the angles and phasors with the time interval in dynamic state. PMU will show the dynamic data of the individual buses in the system for the system operators. This information will be useful for responding on the system situation suitably. PMUs also can use as the system analyst tool on the operation of the equipment in the system such as the controller of the generator, FACTS devices. PMU is the one of the smart grid road map to provide the data for the system operator to managing the system as the wide area monitoring system. Wide area monitoring system is the observation system on the dynamic phenomena which can inform the operators to understand the whole system behavior. The wide area

2 monitoring consists of PMU, the communication system and the data center to analyst and display the information. The wide area monitoring system started on the system study on the system's constraint and the stability problem to locate of PMU installation over the power system to investigate the system phenomena and stability. The concept of implementation the wide area monitoring will be focused on the detection and monitor the problem in the system for system operator. This paper represents the wide area monitoring system using the PMU technology in Thailand as planning, strategy and implementation including the experience on the dynamic behavior of Thailand's power system. The wide area monitoring project is not only benefit for the system operator for supervising the event in the system as the dynamic view s point, but also use to observe and analysis the dynamic behavior of Thailand s power grid in varied scenarios. The wide area monitoring system will be the improvement method for the system security, stability and reliability of Thailand power grid as a whole. KEYWORDS Wide Area Monitoring, PMU, System Operation, Smart Grid, Power Stability, Dynamics I. Introduction Electricity Generating Authority of Thailand (EGAT) is a state enterprise organization responsible on the electric generation and transmission for the whole country of Thailand. EGAT transmits the bulk electric energy directly to two distribution authorities, namely Metropolitan Electricity Authority (MEA) and Provincial Electricity Authority (PEA). The voltage level of the transmission system is range from 115 kv, 230 kv and 500 kv. The system peak demand reached 26, MW, as of May The more complex power system changes, the more complicated tasks in managing the power system with high security are. Therefore, it is a challenge for EGAT to operate the system maintaining the high security and reliability with the lowest costs of operation and investment. Normally, the basic online monitoring tools in the power system control center are SCADA/RTU which has the scanning time interval for seconds. The duration between the first and second scanning point is the blind spot for the system operator to understand and observe the dynamic behavior of the system. Phasor Measurement Unit (PMU) technology

3 provides phasor information (both magnitude and phase angle) in real time to fulfill the gap of the blind spot interval. The PMU is like a traditional RTU equipped with a GPS receiver, synchronizing the measurements with a time stamp. PMU is operated with the time interval standard at 100 ms which is enough for investigating the system s dynamic behavior. PMU has the ability to perform on high precision, speed of response and time synchronization as needed. PMU is suitable for the wide area steady state and stability monitoring for system protection and control. Wide area monitoring systems (WAMS) are the system using the new data receiving technology of PMU and allow monitoring transmission system conditions on the wide areas in view of detecting and further counteracting grid instabilities. PMUs measure the current, voltage and frequency at selected locations in the power system and stored in a data center. The measured quantities include both magnitudes and phase angles, and synchronized with the global positioning system (GPS) receivers. From the WAMS data, not only the steady state, but also the dynamic state of critical location in transmission networks can be detected and indicated the problem in the system. This early warning system from WAMS contributes to increase the system reliability by avoiding the spreading of large area disturbances, and optimizing the use of assets. II. Wide Area Monitoring System (WAMS) Wide area monitoring system (WAMS) is the monitoring system collecting the information from the power system, analyze the data and interpreted the results as the warning for system operator or initiating the defense scheme as for the preventive action refraining the stability problem. WAMS consists of the 3 major components: Phasor Measurement Unit (PMU), Phasor Data Concentrator (PDC) and communication channel. PMU is the input equipment for WAMS measuring voltage, current, frequency and frequency change rate as C standard and send to PDC with the synchronous time on GPS. The analytic part of WAMS to process the input data, monitoring and analyst is called phasor data concentrator (PDC).The communication channel plays the important role as the media to transfer the data from PMU to PDC. Wide area monitoring system (WAMS) is the integration system of the above equipments. WAMS provides the visualized data and calculation result to the system operator to manage the system as designed. The implementation of WAMS has the varied propose depend on the designed as

4 Analyze the post-event phenomena in the power system. Combination of RTU/SCADA measured values with PMU measured values for EMS utilizes. Models Validation: Comparison of simulation data with measured values of the PMU. Identifying system response with an analysis of the corresponding system damping. Improving state estimation in the control center monitoring system. Utilizing the full transfer capacity of lines. Estimation of a system stability index. Using as the guidelines for blackout restoration. Figure 1: WAMS concepts and implementation in Thailand III. Planning, Strategy and Implementation on WAMS in Thailand s Power Grid The wide area monitoring system using phasor technologies have been introduced as the real time monitoring system in Thailand by EGAT since The purpose of the WAMS project is to monitor the bottlenecked constraint between the southern and the central region. In case of critical system conditions, the networks may encounter stability problems. The first stage, with the original standard of the synchrophasors IEEE C , GPSsynchronized PMUs installed in substations in 230kV Bang Saphan (BSP) and 230kV Suratthani (SRT) will transmit their data to the system monitoring center located in the central office. System analysts are provided with the online information enabling them to monitor the power transfer and voltage phase angles. The frequency of oscillations is identified and

5 determined, as well as its damping. This information enables the power system operators to swiftly take well-informed decisions and counteract potential instabilities. Figure 2: PMU and Wide Area Monitoring System in Thailand (First Phase) In 2010, the second phase of the wide area monitoring system is implemented in EGAT. The project has upgraded from the existing of Digital Fault Recorder (DFR), totally 6 sites and 14 PMUs installed. This is as the pilot project to test the function of PMU on DFR platform. Phasor Data Concentrator (PDC) and its software application have been installed in the PDC server and its display available at the operator console for visualization. This project has only used for monitoring purpose and observe the system in broader scale. In 2013, EGAT deployed the wide area monitoring system in the full scale and use and the monitoring equipment to monitor the system behavior. WAMS is planning to use in Thailand power grid with the WAMS implementation roadmap to use and monitor in the first stage. For the second stage, WAMS will use to help system operator to control some of the equipment which is not effect on the security of the system. The final stage, WAMS will be implemented as the wide area protection system in the future. WAMS will be used to monitor and calculate with the EMS/SCADA and send the control signal to trip the load or generation as required. For the PMU site selection, the system study is performed and consideration with the environmental criteria to appoint the PMUs. The base criteria preference of the alternative

6 PMU site is considered on the large generation or the large load center with significant location in the system. The other criteria issues are focused on the system dilemma such as voltage stability, oscillation or transient stability. Not only the major junction and the bottlenecked of the system but also the wind generator and HVDC equipment are judged as the point to install the PMU. For PDC component, PDC has multiple CPU devices that allow for the collection, concentration and synchronization of phasor data from different PMUs. PDC works together with PMU. PDC should visualize and calculate the state of the system to alert the system operator for the system difficulty. Operators can thus avoid potential cascade tripping and system islanding. The algorithm for system monitoring is fed with selected voltage and current phasors. By processing these input phasors, it detects the various swing (power oscillation) modes or voltage stability. The algorithm quickly also identifies the frequency and the damping of swing modes. Figure 3: PMU site selection in Thailand s power grid IV. Challenge and Suggestion

7 Wide are monitoring system (WAMS) is also has some challenges on the stability and reliability of WAMS due to the uncertainty in the past project. GPS issue is one of the major concerned for the WAMS. Generally, the time synchronization via GPS is referred as the backbone of the WAMS. In case of GPS is not detected the satellite signal, it will cause the error on WAMS and may lead to WAMS s misoperation. The communication issues are also the other concern. Not only PMU to PDC and PDC to PDC communication can jammed but also communication bandwidth of PMU can lead to the error of WAMS. The increasing number of the PMU and monitoring signal also suspect for the WAMS issues. The communication bandwidth needs to be tested and observed to ensure the WAMS reliability. For the standard protocol for PMU, C is the international standard and reference. All PMU manufacturers refer that PMU comply with C standard. However, from the examination, some PMU is not compatible with the main PDC which also refer on C standard. On account of the various PMU suppliers in Thailand, this issue is on the process to test and discuss with the manufacturers to solve this problem. Finally, PDC s performance and function on the PDC are various and still on the test process. The implementation on the PDC s software still question about the time calculation and performance to solve the stability problem in the real system. Figure 4: Voltage Profile and voltage response on the system disturbance via WAMS

8 V. Future works on WAMS After the installation the WAMS project in 2013, the future plan to utilize WAMS for the smart grid and lead to the control in the future is blueprinted. The first priority platform is to integrate WAMS with the Energy Management System (EMS) and SCADA system in the system control center. The advantage of the EMS integration is for the system operator to receive the real time information to understand and manage the system effectively. WAMS is still ambiguous on the reliability and stability of the system for controlling and protecting the power system. Thus, for the introduction stage, mostly WAMS will be used as the tool for observation the system s dynamic behavior and response. Also after the collecting the dynamic data on the system response, the model validation for the off- line simulator can perform to improve the model as the same as the real system. The system study is also needed to accomplish to implement the WAMS for the defense scheme. The WAMS project needs to collect the data and information the system with adequate duration. As the proposal to use WAMS on the wide area control and wide area protection project in the future, reliability and stability of WAMS is necessary. VI. Conclusions EGAT has installed WAMS & PMU since 2005 and expanded to second phase in 2010 and full implementation in 2013 for the visualization of the power system in broader scale. The capabilities of PMU for high precision, speed of response and GPS time synchronization make PMU very appropriate for wide area monitoring for protection and control. An advanced early warning technology from WAMS helps operators to ensure grid reliability by detecting and counteracting the first signs of grid instability. Strategy for the PMU and WAMS employment in Thailand is to consider the whole project as the long term with the final goal using for the wide area control and protection. Each components PMU, PDC and communication channel need to be separately designed and considered for the integration efficiently. Communication bandwidth and GPS synchronization are also the important issues for WAMS. The future plans of the WAMS are also designed as the roadmap for the long run project. The first period will use WAMS as the monitoring tools to observe the system performance and model validation. The testing system and collecting data for the system

9 reliability and stability are very significant before moving forward to the phase on the control and protection in the future. The implementation on the steady state related problem may use and prove that WAMS is accountable. WAMS and PMU are the future trend for the smart grid in Thailand s power system. The information of the system needs to pass through the system s operator. The analysis system with the suitable algorithm will help to filter the vital data and send to use as the trigger or alarm. WAMS technology will increase the Thailand s system stability and security as the whole. BIBLIOGRAPHY [1] Suphot Jitlikhit, Application of Phasor Measurement Units And Wide Area Monitoring System in Thailand, TSCON2011, Nonthaburi, Thailand [2] Tormit Junrussameevilai, Nitus Voraphonpiput, Characterization of Dynamic Phenomena on EGAT Tie Transmission Line Caused by Major Disturbance, CEPSI2006, Mumbi, INDIA [3] Rene Avila-Rosales, Jay Giri, WIDE-AREA MONITORING AND CONTROL FOR POWER SYSTEM GRID SECURITY,AREVA T&D Inc.Bellevue, WA, USA [4] Kenneth E. Martin, Phasor Measurements at the Bonneville Power Administration, Power Systems and Communication Infrastructure for the Future, Beijing, China September, [5] Robert E. Wilson, Carson W. Taylor, Using Dynamic Simulations to Design the Wide- Area Stability and Voltage Control System (WACS), paper X IEEE PS General Meeting [6] C. Martinez, M. Parashar, J. Dyer, J. Coroas, Phasor Data Requirements for Real Time Wide Area Monitoring, Control and Protection Application, White Paper, CERTS/EPG, Jan 26, 2005 [7] IEEE Standard for Synchrophasors for power system, IEEE C , March [8] Larsson, M., ObjectStab an Educational Tool for Power System Stability Studies. IEEE Transactions of Power Systems, vol. 19, no. 1, p56.63, [9] Larsson, M., Rehtanz, C., and Bertsch, J., Real-time Voltage Stability Assessment for Transmission Corridors, Proceedings of IFAC Power Plants and Power Systems Control

10 Conference, Seoul, Korea, [10] T. L. Baldwin, L. Mili, M. B. Boisen and R. Adapa, Power System Observability with Minimal Phasor Measurement Placement, IEEE Trans. Power Systems, Vol. 8, No. 8, May 1993 Short Bio-data of Main Author Witchaya Pimjaipong received his B.E. degree from Kasetsart University, Thailand in 1994 and M.Sc. degree from University of Southern California, Los Angeles, US. He is currently Head, Disturbance Recording and Analysis Section with EGAT (Electricity Generating Authority of Thailand). He has involved in various power system studies including load flow study, dynamic simulation and implementation on the special protection scheme. His areas of research interest are power system protection, power system simulation, especially system stability and wide area monitoring system

Implementation of Wide Area Monitoring System for interconnected power system in India

Implementation of Wide Area Monitoring System for interconnected power system in India REETA-2K16 ǁ PP. 400-405 Implementation of Wide Area Monitoring System for interconnected power system in India B.Lahari 1, K.Gireeshma 2, B.S.Lokasree 3 1 (Electrical Power Systems, Sree Vidyanikethan

More information

Experiences with and Perspectives of the System for Wide Area Monitoring of Power Systems (Ref. Nr. 103)

Experiences with and Perspectives of the System for Wide Area Monitoring of Power Systems (Ref. Nr. 103) Experiences with and Perspectives of the System for Wide Area Monitoring of Power Systems (Ref. Nr. 103) 1 J. Bertsch, Member IEEE, M. Zima, Student Member IEEE, A. Surányi, C. Carnal, C. Rehtanz Member

More information

SDG&E s Accomplishments and Future Plans

SDG&E s Accomplishments and Future Plans SDG&E s Accomplishments and Future Plans Tariq Raman and Subbu Sankaran San Diego Gas & Electric Work Group Meeting October 23-24, 2018 San Diego Gas & Electric San Francisco SDG&E Los Angeles San Diego

More information

Chapter 2 State Estimation and Visualization

Chapter 2 State Estimation and Visualization Chapter 2 State Estimation and Visualization One obvious application of GPS-synchronized measurements is the dynamic monitoring of the operating conditions of the system or the dynamic state estimation

More information

Synchrophasors and Next Generation Energy Management Systems (EMS)

Synchrophasors and Next Generation Energy Management Systems (EMS) Synchrophasors and Next Generation Energy Management Systems (EMS) Manu Parashar Celebrating the Visions of Synchrophasor Pioneers: Arun Phadke and Jim Thorp May 9 th, 2013 Analog Data Acquisition Changing

More information

RTDMS CAISO TRAINING SESSION

RTDMS CAISO TRAINING SESSION Consortium for Electric Reliability Technology Solutions Real-Time Dynamics Monitoring System (RTDMS ) RTDMS CAISO TRAINING SESSION January 31, 2006 Manu Parashar & Jim Dyer Electric Power Group (EPG)

More information

Real Time Monitoring of

Real Time Monitoring of Real Time Monitoring of Cascading Events Mladen Kezunovic Nan Zhang, Hongbiao Song Texas A&M University Tele-Seminar, March 28, 2006 Project Reports (S-19) M. Kezunovic, H. Song and N. Zhang, Detection,

More information

SIGUARD System for Phasor Data Processing

SIGUARD System for Phasor Data Processing SIGUARD System for Phasor Data Processing Real Time Visualization and Disturbance Recording Dan Murray Siemens Energy, Inc. System Description SIGUARD is a software-based Phasor Data Concentrator Data

More information

WAProtector Power System Wide Area Monitoring Protection and Control

WAProtector Power System Wide Area Monitoring Protection and Control WAProtector Power System Wide Area Monitoring Protection and Control Bojan Mahkovec, Dr. Tadeja Babnik ELPROS, Slovenia Flavio Rabello NOVAKOASIN, Brasil Brasil April 2010 1 Presentation outline Presentation

More information

Synchrophasor Technology and Systems

Synchrophasor Technology and Systems PNNL-SA-106051 Synchrophasor Technology and Systems Jeff Dagle, PE Chief Electrical Engineer and Team Lead Electricity Infrastructure Resilience Pacific Northwest National Laboratory Richland, Washington

More information

Application of synchronized monitoring for dynamic performance analysis. Monitoring Power System Dynamic Performance Using Synchronized Sampling

Application of synchronized monitoring for dynamic performance analysis. Monitoring Power System Dynamic Performance Using Synchronized Sampling Application of synchronized monitoring for dynamic performance analysis Monitoring Power System Dynamic Performance Using Synchronized Sampling Mladen Kezunovic, Zheng Ce Texas A&M University College Station,

More information

Always an eye to security

Always an eye to security Always an eye to security SIGUARD the perfect supervision of your power system www.siemens.com/siguard Answers for infrastructure and cities. Keeping the overview SIGUARD is a suite of innovative software

More information

Alarming and Operations of openpdc at ISO-NE

Alarming and Operations of openpdc at ISO-NE A U G 1 4, 2 0 1 3 A T L A N T A, G A Alarming and Operations of openpdc at ISO-NE Qiang Frankie Zhang, Patrick Pentz (Developer) Outline Project Overview Project Status Development Challenges Discussion

More information

Wide Area Monitoring and Control

Wide Area Monitoring and Control Wide Area Monitoring and Control Schweitzer Engineering Laboratories André du Plessis Copyright SEL 2015 SEL Headquarters: WA US Manufacturing: ID, IL, WA Invent, Design, Build, and Support the Systems

More information

Grid Operations - Program 39

Grid Operations - Program 39 Grid Operations - Program 39 Program Description Program Overview In many ways, today's power system must be operated to meet objectives for which it was not explicitly designed. Today's transmission system

More information

Synchrophasor Implementation Experience and Integration Challenges in Indian Grid

Synchrophasor Implementation Experience and Integration Challenges in Indian Grid 21, rue d Artois, F-75008 PARIS CIGRE US National Committee http : //www.cigre.org 2015 Grid of the Future Symposium Synchrophasor Implementation Experience and Integration Challenges in Indian Grid P.

More information

Digital Transformation of Power Delivery

Digital Transformation of Power Delivery Digital Transformation of Power Delivery Keynote Speech Professor Saifur Rahman, PhD Virginia Tech, USA IEEMA Engineer Infinite Conference, Delhi NCR, India, 14 March 2018 Traditional Electricity Delivery

More information

Evolution of Control for the Power Grid

Evolution of Control for the Power Grid Evolution of Control for the Power Grid Anjan Bose Washington State University Pullman, WA, USA PaiFest In Honor of Prof. M. A. Pai Urbana-Champaign, IL October 15, 2015 The Past (before 1960s) Hard

More information

Phasor Technology Research Road Map to Improve Grid Reliability and Market Efficiency. Presented to TAC on April 5, 2005 and PAC on April 22, 2005

Phasor Technology Research Road Map to Improve Grid Reliability and Market Efficiency. Presented to TAC on April 5, 2005 and PAC on April 22, 2005 Phasor Technology Research Road Map to Improve Grid Reliability and Market Efficiency Presented to TAC on April 5, 2005 and PAC on April 22, 2005 Background Power Grid has evolved from a vertically integrated

More information

Project Initiative on GIS-based Tool for Grid Connection Planning. in Thailand Power Network

Project Initiative on GIS-based Tool for Grid Connection Planning. in Thailand Power Network Sept.3-5, 2013, China AORC-A-7-0001 CIGRE-AORC 2013 Project Initiative on GIS-based Tool for Grid Connection Planning in Thailand Power Network K. Komasatid, T. Sangpetch Electricity Generating Authority

More information

Real Time Requirements and Closed-Loop Testing of Wide Area Protection and Control Schemes

Real Time Requirements and Closed-Loop Testing of Wide Area Protection and Control Schemes XIII SIMPÓSIO DE ESPECIALISTAS EM PLANEJAMENTO DA OPERAÇÃO E EXPANSÃO ELÉTRICA XIII SEPOPE 18 a 21 de Maio 2014 May 18 th to 21 st 2014 FOZ DO IGUAÇU (PR) - BRAZIL XIII SYMPOSIUM OF SPECIALISTS IN ELECTRIC

More information

Developing a Roadmap for A Smart(er) and Strong Transmission Grid

Developing a Roadmap for A Smart(er) and Strong Transmission Grid Developing a Roadmap for A Smart(er) and Strong Transmission Grid By: Navin Bhatt Manager, Advanced Transmission Studies & Technologies American Electric Power (AEP) PSERC 2009 Summer Workshop Breckenridge,

More information

Enhancement of Network System Performance Monitoring through Synchronised Measurement Technology

Enhancement of Network System Performance Monitoring through Synchronised Measurement Technology Enhancement of Network System Performance Monitoring through Synchronised Measurement Technology Author & Presenter: T.N Biyela BSc Engineer: Communication Networks at ethekwini Electricity Co-authors:

More information

Optimal Power System Management with SIGUARD

Optimal Power System Management with SIGUARD Optimal Power System Management with SIGUARD Unrestricted www.siemens.com/siguard SIGUARD Suite Increase of Observability, Controllability, Security and Operator Awareness SIGUARD PDP Phasor Data Processing

More information

Multilin P30 Phasor Data Concentrator

Multilin P30 Phasor Data Concentrator Multilin P30 Phasor Data Concentrator Secure high performance Phasor Data Concentrator (PDC) for wide area monitoring and dynamic disturbance analysis KEY BENEFITS Reduce deployment and operation cost

More information

IMPLEMENTATION OF A WIDE-AREA MONITORING SCHEME FOR THE INDIAN POWER SYSTEM

IMPLEMENTATION OF A WIDE-AREA MONITORING SCHEME FOR THE INDIAN POWER SYSTEM IMPLEMENTATION OF A WIDE-AREA MONITORING SCHEME FOR THE INDIAN POWER SYSTEM Peter Harding, GE Grid Solutions UK, peter.harding@ge.com Ritesh Bharat, GE Grid Solution India, ritesh.bharat@ge.com A.Gillies,

More information

Meeting the Demands of Power Hungry China through a Real-time Data Driven Enterprise Platform

Meeting the Demands of Power Hungry China through a Real-time Data Driven Enterprise Platform Meeting the Demands of Power Hungry China through a Real-time Data Driven Enterprise Platform Place your company logo in this area. Then delete this text box FibrLINK Dr. Jun Zha EMS Users Conference San

More information

Wide-Area Protection and Power System Utilization

Wide-Area Protection and Power System Utilization Wide-Area Protection and Power System Utilization JOACHIM BERTSCH, MEMBER, IEEE, CÉDRIC CARNAL, DANIEL KARLSSON, SENIOR MEMBER, IEEE, JOHN MCDANIEL, AND KHOI VU Invited Paper This paper describes basic

More information

Perry. Lakeshore. Avon. Eastlake

Perry. Lakeshore. Avon. Eastlake Perry Lorain Avon Lakeshore Eastlake Ashtabula Mansfield Sammis Beaver Valley Conesville Tidd Burger & Kammer Muskingum Perry Lorain Avon Lakeshore Eastlake Ashtabula Mansfield Sammis Beaver Valley Conesville

More information

Technology Innovation Delivering Value to BPA Organized, Disciplined, Focused

Technology Innovation Delivering Value to BPA Organized, Disciplined, Focused B O N N E V I L L E P O W E R A D M I N I S T R A T I O N Technology Innovation Delivering Value to BPA Organized, Disciplined, Focused Keeping the Lights on for the Long Term The Basics Bonneville Power

More information

Transmission Infrastructure Investment & Development in Vietnam

Transmission Infrastructure Investment & Development in Vietnam Transmission Infrastructure Investment & Development in Vietnam Presented by: Mr. Cao Duc Dung Expert of Technical Department National Power Transmission Corporation (NPT) 28 September, 2011 1 CONTENTS

More information

A Software Development Toolkit for Real-Time Synchrophasor Applications

A Software Development Toolkit for Real-Time Synchrophasor Applications A Software Development Toolkit for Real-Time Synchrophasor Applications Luigi Vanfretti 1, Vemund H. Aarstrand 2, M. Shoaib Almas 1, Vedran S. Perić 1 and Jan O. Gjerde 2 1 Abstract This article presents

More information

IMPROVING POWER SYSTEM RELIABILITY USING MULTIFUNCTION PROTECTIVE RELAYS

IMPROVING POWER SYSTEM RELIABILITY USING MULTIFUNCTION PROTECTIVE RELAYS IMPROVING POWER SYSTEM RELIABILITY USING MULTIFUNCTION PROTECTIVE RELAYS Armando Guzmán Schweitzer Engineering Laboratories, Inc. Pullman, WA 99163 A reliable power system maintains frequency and voltage

More information

Multifunctional System Protection for Transmission Lines Based on Phasor Data

Multifunctional System Protection for Transmission Lines Based on Phasor Data Multifunctional System Protection for Transmission Lines Based on Phasor Data Igor Ivanković Croatian transmission system operator HOPS igor.ivankovic@hops.hr Igor Kuzle University of Zagreb, Faculty of

More information

Task Force Code System Dynamic Issues for the synchronous zone of Continental Europe

Task Force Code System Dynamic Issues for the synchronous zone of Continental Europe Task Force Code System Dynamic Issues for the synchronous zone of Continental Europe - Final - RG-CE System Protection & Dynamics Sub Group 14 September 2017 Table of Contents 1. Introduction... 3 2. Inertia

More information

Evolution of Control for the Power Grid

Evolution of Control for the Power Grid Evolution of Control for the Power Grid Anjan Bose Washington State University Pullman, Washington, USA University of Seville Seville, Spain June 17, 2016 THE INTERCONNECTED GRID Economics Transfer electric

More information

Achieving Smarter Grid Operation With On-Line DSA Technology

Achieving Smarter Grid Operation With On-Line DSA Technology Achieving Smarter Grid Operation With On-Line DSA Technology Powercon 2014 October 20-22, 2014, Chengdu, China Lei Wang Powertech Labs Inc. 12388 88 th Avenue Surrey, BC, Canada A very simple version of

More information

Indian Power Grid Developments

Indian Power Grid Developments Indian Power Grid Developments Rathin Basu Country President, Alstom Grid, March 25 th 2015 Evolution of Voltage level of Indian Grid kv Anticipated the evolution & Timely Investment in Indian Facilities

More information

Implementation of phasor measurement technology at Eskom

Implementation of phasor measurement technology at Eskom Implementation of phasor measurement technology at Eskom by Reshin Moodley and Brian Berry, Eskom The modern era of power delivery is faced with many challenges due to decreased reserves, increased use

More information

Incorporating PMUs in Power System State Estimation for Smart Grid EMS

Incorporating PMUs in Power System State Estimation for Smart Grid EMS 1 Panel 3: Experiences in Incorporating PMUs in Power System State Estimation, IEEE PES General Meeting, Denver, USA, July 26-30 Incorporating PMUs in Power System State Estimation for Smart Grid EMS Boming

More information

Situational Intelligence in Control Centers

Situational Intelligence in Control Centers Situational Intelligence in Control Centers G. Kumar Venayagamoorthy, PhD, FIET, FSAIEE Duke Energy Distinguished Professor & Director of the Real-Time Power and Intelligent Systems Laboratory Holcombe

More information

A Case for Multi-Function PMU

A Case for Multi-Function PMU A Case for Multi-Function PMU Harish I. Mehta Mehta Tech, Inc. www.mehtatech.com NASPI Chattanooga, TN Meeting PMU Definition PMU is generally defined as: IEEE C37.118 compliant device Time synchronized

More information

Real-time visualization for detecting and solving power system challenges

Real-time visualization for detecting and solving power system challenges SEL-5078-2 synchrowave Central Software Real-time visualization for detecting and solving power system challenges Automatically detect transients induced by renewable generation. Gain power system insight

More information

Advanced SIPS using PMU and SCADA data

Advanced SIPS using PMU and SCADA data Advanced SIPS using and SCADA data June 3, 2013 Yutaka Kokai Hitachi America, Ltd. Hitachi, Ltd. 2013. All rights reserved. Hitachi Group s Industry Segments Copy Right Hitachi, Ltd. 2013. All rights reserved.

More information

Testing and Calibration of Phasor Measurement Units

Testing and Calibration of Phasor Measurement Units Testing and Calibration of Phasor Measurement Units Richard Pirret Fluke Calibration NCSLI Conference National Harbor, MD August 25, 2011 2011 Fluke Corporation NCSLI PMU 20110825 1 Grids world s most

More information

Synchrophasor Fact Sheet

Synchrophasor Fact Sheet Synchrophasors and SEL For more than 25 years, Schweitzer Engineering Laboratories, Inc. (SEL) has delivered reliable, high-quality solutions that lead the electric power industry in price, features, innovation,

More information

Synchrophasor-Based Monitoring, Analysis, and Control

Synchrophasor-Based Monitoring, Analysis, and Control Synchrophasor-Based Monitoring, Analysis, and Control Roy Moxley Schweitzer Engineering Laboratories, Inc. Presented at the GCC Power 2008 Conference & Exhibition Manama, Bahrain November 10 12, 2008 Also

More information

Karl Iliev, San Diego Gas & Electric Company

Karl Iliev, San Diego Gas & Electric Company INTEGRATING DER THROUGH DISTRIBUTION SYNCROPHASORS Karl Iliev, San Diego Gas & Electric Company 2002 San Diego Gas and Electric Co. and Southern California Gas Company. All copyright and trademark rights

More information

Cyber Security for Smart Grid Devices

Cyber Security for Smart Grid Devices Cyber Security for Smart Grid Devices Annarita Giani Electrical Engineering & Computer Sciences University of California at Berkeley agiani@eecs.berkeley.edu Trustworthy Cyber Infrastructure for the Power

More information

PJM Interconnection Smart Grid Investment Grant Update

PJM Interconnection Smart Grid Investment Grant Update PJM Interconnection Smart Grid Investment Grant Update Bill Walker walkew@pjm.com NASPI Work Group Meeting October 12-13, 2011 Acknowledgment: "This material is based upon work supported by the Department

More information

p. 1 p. 9 p. 26 p. 56 p. 62 p. 68

p. 1 p. 9 p. 26 p. 56 p. 62 p. 68 The Challenges and Opportunities Faced by Utilities using Modern Protection and Control Systems - Paper Unavailable Trends in Protection and Substation Automation Systems and Feed-backs from CIGRE Activities

More information

North American SynchroPhasor Initiative (NASPI) Overview

North American SynchroPhasor Initiative (NASPI) Overview North American SynchroPhasor Initiative (NASPI) Overview Data Exchange Panel ipcgrid 2013 hosted by Pacific Gas & Electric March 28, 2013 Jeff Dagle, PE Chief Electrical Engineer Advanced Power and Energy

More information

WAMS Analytics for Electrical Transmission Systems

WAMS Analytics for Electrical Transmission Systems WAMS Analytics for Electrical Transmission Systems Prof. S A Soman Indian Institute of Technology Bombay August 7, 2013 1 of 17 Agenda Synchrophasor analytics architecture List of WAMS analytics to be

More information

WIDE-AREA CONTROL OF POWER SYSTEMS USING CLOUD-IN-THE-LOOP FEEDBACK

WIDE-AREA CONTROL OF POWER SYSTEMS USING CLOUD-IN-THE-LOOP FEEDBACK WIDE-AREA CTROL OF POWER SYSTEMS USING CLOUD-IN-THE-LOOP FEEDBACK Matthew Weiss Jianhua Zhang Aranya Chakrabortty North Carolina State University Department of Electrical and Computer Engineering Raleigh,

More information

PAP13 - Harmonization of IEEE C with IEC and Precision Time Synchronization

PAP13 - Harmonization of IEEE C with IEC and Precision Time Synchronization PAP13 - Harmonization of IEEE C37.118 with IEC 61850 and Precision Time Synchronization 12 July 2010 Use Cases Related to Mapping IEEE C37.118 with IEC 61850 as Proposed for Draft IEC 61850-90-5 Synchrophasor

More information

NIST Framework for Smart Grid Interoperability Standards - Overview of PMU Performance Testing

NIST Framework for Smart Grid Interoperability Standards - Overview of PMU Performance Testing NIST Framework for Smart Grid Interoperability Standards - Overview of PMU Performance Testing Jerry FitzPatrick and Tom Nelson National Institute of Standards and Technology i-pcgrid Workshop 2014 March

More information

Wide Area Measurements & Control Systems

Wide Area Measurements & Control Systems The 8 th Electric Power Control Centers Workshop June 5-8, 2005, Les Diablerets, Switzerland Wide Area Measurements & Control Systems NERC Security Coordinators and Interregional Security Network Nodes

More information

An Incremental System-of-Systems Integration Modelling of Cyber-Physical Electric Power Systems. Texas A&M University 2. Vanderbilt University USA

An Incremental System-of-Systems Integration Modelling of Cyber-Physical Electric Power Systems. Texas A&M University 2. Vanderbilt University USA 21, rue d Artois, F-75008 PARIS CIGRE US National Committee http: //www.cigre.org 2016 Grid of the Future Symposium An Incremental System-of-Systems Integration Modelling of Cyber-Physical Electric Power

More information

North American SynchroPhasor Initiative An Update of Progress

North American SynchroPhasor Initiative An Update of Progress North American SynchroPhasor Initiative An Update of Progress Jeff Dagle Pacific Northwest National Laboratory jeff.dagle@pnl.gov Abstract In 2007, the U.S. Department of Energy (DOE) and the North American

More information

Time Synchronization and Standards for the Smart Grid

Time Synchronization and Standards for the Smart Grid Time Synchronization and Standards for the Smart Grid Tom Nelson National Institute of Standards and Technology 2011 NIST - ATIS - Telcordia Workshop on Synchronization in Telecommunication Systems (WSTS

More information

Distributing Time-synchronous Phasor Measurement Data Using the GridStat Communication Infrastructure

Distributing Time-synchronous Phasor Measurement Data Using the GridStat Communication Infrastructure Distributing Time-synchronous Phasor Measurement Data Using the GridStat Communication Infrastructure Ryan A. Johnston, Carl H. Hauser, K. Harald Gjermundrød, and David E. Bakken Washington State University,

More information

Blackstart Hardware-in-the-loop Relay Testing Platform

Blackstart Hardware-in-the-loop Relay Testing Platform 21, rue d Artois, F-75008 PARIS CIGRE US National Committee http : //www.cigre.org 2016 Grid of the Future Symposium Blackstart Hardware-in-the-loop Relay Testing Platform R. LIU R. SUN M. TANIA Washington

More information

9 th Electricity Conference at CMU

9 th Electricity Conference at CMU Power Systems/Communication System Co-Simulation and Experimental Evaluation of Cyber Security of Power Grid Yi Deng, Sandeep Shukla, Hua Lin, James Thorp February 5, 2014 9 th Electricity Conference at

More information

Wide-Area Reliability Monitoring and Visualization Tools

Wide-Area Reliability Monitoring and Visualization Tools OE Visualization and Controls Peer Review Wide-Area Reliability Monitoring and Visualization Tools Carlos Martinez CERTS - Electric Power Group 21 October 2008 Washington, D.C. Presentation Outline Research

More information

Five Year Synchrophasor Plan NOVEMBER 2011

Five Year Synchrophasor Plan NOVEMBER 2011 Five Year Synchrophasor Plan NOVEMBER 2011 SynchrophasorReport2011.indd 1 12/22/2011 11:07:36 AM Table of Contents 1.0 Overview...2 2.0 Background...3 3.0 Key Activities...5 3.1 Infrastructure...5 3.1.1

More information

OVERVIEW: KEY APPLICATIONS

OVERVIEW: KEY APPLICATIONS WECC Reliability Coordinator Website OVERVIEW: KEY APPLICATIONS presented by Kirk Stewart, Manager Applications Agenda WECCRC.org Website Wide-Area Views (WAV) Historical Data Archiving and Reporting My

More information

Grid Modernization at SDG&E

Grid Modernization at SDG&E Grid Modernization at SDG&E Ali Yari Director, Electric Grid Operations 2017 San Diego Gas & Electric Company. All copyright and trademark rights reserved. SDG&E Service Territory Subsidiary of Sempra

More information

Copyright 2013 OSIsoft, LLC. 1

Copyright 2013 OSIsoft, LLC. 1 1 Industry Benefits and Trends of "PI" for Utilities Presented by Ann Moore, OSIsoft, LLC PI System for Transmission 3 California ISO On the front Lines of the Power Grid - New York Times, October 2011

More information

MISO. Smart Grid Investment Grant Update. Kevin Frankeny NASPI Workgroup Meeting October 17-18, 2012

MISO. Smart Grid Investment Grant Update. Kevin Frankeny NASPI Workgroup Meeting October 17-18, 2012 MISO Smart Grid Investment Grant Update Kevin Frankeny kfrankeny@misoenergy.org NASPI Workgroup Meeting October 17-18, 2012 ARRA Disclaimer "This report was prepared as an account of work sponsored by

More information

Measurement Based Dynamic Load Modeling in Power Systems

Measurement Based Dynamic Load Modeling in Power Systems Measurement Based Dynamic Load Modeling in Power Systems Alireza Rouhani 1 Bilgehan Donmez 2 Ali Abur Northeastern University 1 Currently with Dominion Power (Received his PhD in Spring 2017) 2 Cuurently

More information

HPPA. Online Security Assessment in Brazil. J. Jardim June 2-5,2013. Software & Information Systems

HPPA. Online Security Assessment in Brazil. J. Jardim June 2-5,2013. Software & Information Systems Online Security Assessment in Brazil J. Jardim June 2-5,2013 Software & Information Systems Topics Brazilian System Overview DSA Characteristics Application and Cases New Developments Brazilian System

More information

POWER SYSTEM SIMULATION

POWER SYSTEM SIMULATION POWER SYSTEM SIMULATION Special thanks to Ir Dr. Edward Lo, 1 SIMULATION A computer simulation is a simulation, run on a single computer or a network of computers to reproduce behavior of a system. In

More information

Electric Transmission and Distribution Future R&D Needs

Electric Transmission and Distribution Future R&D Needs Electric Transmission and Distribution Future R&D Needs Planning, Operation, Control, and Visualization The Center for Advanced Power Systems Florida State University, Tallahassee, Florida February 1,

More information

Synchronized Sampling Uses for Real-Time Monitoring and Control

Synchronized Sampling Uses for Real-Time Monitoring and Control Synchronized Sampling Uses for Real-Time Monitoring and Control Ce Zheng Dept. of Electrical Engineering Texas A&M University College Station, U.S. zhengce@neo.tamu.edu Mladen Kezunovic Dept. of Electrical

More information

IEEE PES Swiss Chapter Workshop: Microgrids Evolution and Integration in Modern Power Systems

IEEE PES Swiss Chapter Workshop: Microgrids Evolution and Integration in Modern Power Systems Alexandre Oudalov, ABB Switzerland Ltd., Corporate Research, 2014-04-30 Microgrid Protection IEEE PES Swiss Chapter Workshop: Microgrids Evolution and Integration in Modern Power Systems Microgrid Protection

More information

AUTOMATED FAULT AND DISTURBANCE DATA ANALYSIS. Special Report for PS#2. Special Reporter: Mladen Kezunovic * U.S.A.

AUTOMATED FAULT AND DISTURBANCE DATA ANALYSIS. Special Report for PS#2. Special Reporter: Mladen Kezunovic * U.S.A. AUTOMATED FAULT AND DISTURBANCE DATA ANALYSIS Special Report for PS#2 Special Reporter: Mladen Kezunovic * U.S.A. This paper gives a set of questions stimulated by twenty one papers submitted by the authors

More information

USE CASE 14 CONTROLLED ISLANDING

USE CASE 14 CONTROLLED ISLANDING I USE CASE 14 CONTROLLED ISLANDING Use Case Title Centralized application separates grid into islands to prevent blackout Use Case Summary Controlled islanding is a method that can significantly improve

More information

IDM DATA ACQUISITION SYSTEM

IDM DATA ACQUISITION SYSTEM DATA ACQUISITION SYSTEM The a compact and economical multifunction data acquisition system Rendering all Unrivalled product profile Advanced multifunctional distributed data acquisition system Fully multitasking

More information

Applications and Analysis Tools for Monitoring Dynamics on the Grid

Applications and Analysis Tools for Monitoring Dynamics on the Grid 1 Applications and Analysis Tools for Monitoring Dynamics on the Grid Phil Overholt Program Manager Office of Electricity Delivery and Energy Reliability (OE) Energy Infrastructure Modeling and Analysis

More information

ELECTRICITY SUPPLY SYSTEMS OF THE FUTURE

ELECTRICITY SUPPLY SYSTEMS OF THE FUTURE ELECTRICITY SUPPLY SYSTEMS OF THE FUTURE Rob Stephen President Cigre AFSEC conference March 2017 CIGRE Founded in 1921, CIGRE, the Council on Large Electric Systems, Our Mission:To be the world s foremost

More information

THE ANATOMY OF A CENTRALIZED REMEDIAL ACTION SYSTEM: WHAT CAN BE DONE IN 50 MILLISECONDS?

THE ANATOMY OF A CENTRALIZED REMEDIAL ACTION SYSTEM: WHAT CAN BE DONE IN 50 MILLISECONDS? THE ANATOMY OF A CENTRALIZED REMEDIAL ACTION SYSTEM: WHAT CAN BE DONE IN 50 MILLISECONDS? Whitepaper authored by: Herbert Falk Senior Solutions Architect SISCO, Inc. herb@sisconet.com One of the major

More information

Solutions for transmission network management

Solutions for transmission network management EM SG SOLutions Solutions for transmission network management Energy Management Smart Grid Solutions Solutions for Transmission Network Management Overview Operator Training Simulator Blackout Prevention

More information

How smart can the grid really be?

How smart can the grid really be? How smart can the grid really be? by Dale Pudney, HVT Power Systems and Luo Wei, NR Electric With the improvement of electronic communications and computing technology, it becomes possible to integrate

More information

HVDC in CSG Challenges and Solutions

HVDC in CSG Challenges and Solutions HVDC in CSG Challenges and Solutions LI, Licheng lilc@csg.cn LI, Peng lipeng@csg.cn China Southern Power Grid Co., Ltd June 2013 1 Outline I. Overview of CSG II. Overview of HVDC&UHVDC in CSG III. Challenges

More information

WISP. Western Interconnection Synchrophasor Program. Vickie VanZandt & Dan Brancaccio NASPI Work Group Meeting October 17-18, 2012

WISP. Western Interconnection Synchrophasor Program. Vickie VanZandt & Dan Brancaccio NASPI Work Group Meeting October 17-18, 2012 WISP Western Interconnection Synchrophasor Program Vickie VanZandt & Dan Brancaccio NASPI Work Group Meeting October 17-18, 2012 1 Acknowledgement and Disclaimer Acknowledgment: This material is based

More information

Improving data quality in PSE&G s synchrophasor network PING YE PHD PSE&G ZACHARY HARDING PSE&G (IBRIDGE)

Improving data quality in PSE&G s synchrophasor network PING YE PHD PSE&G ZACHARY HARDING PSE&G (IBRIDGE) Improving data quality in PSE&G s synchrophasor network PING YE PHD PSE&G ZACHARY HARDING PSE&G (IBRIDGE) Synchrophasors at PSE&G PJM SynchroPhasor Project ~Circa 2008 DOE PJM AEP AP BGE ComEd DOM DUQ

More information

Smart Grid Operations - Clemson University Research, Education and Innovation-Ecosystem Opportunities

Smart Grid Operations - Clemson University Research, Education and Innovation-Ecosystem Opportunities Smart Grid Operations - Clemson University Research, Education and Innovation-Ecosystem Opportunities G. Kumar Venayagamoorthy, PhD, FIET, FSAIEE Duke Energy Distinguished Professor & Director & Founder

More information

Microgrids: Building Blocks of the Smart Grid Adaptive Protection Schemes for Microgrids

Microgrids: Building Blocks of the Smart Grid Adaptive Protection Schemes for Microgrids Enrico Ragaini (ABB Low Voltage Products), Alexandre Oudalov (ABB Corporate Research), ISGT Europe 2012, Berlin Microgrids: Building Blocks of the Smart Grid Adaptive Protection Schemes for Microgrids

More information

Advanced Real-Time Situational Awareness Sourced from Synchrophasor Data

Advanced Real-Time Situational Awareness Sourced from Synchrophasor Data Advanced Real-Time Situational Awareness Sourced from Synchrophasor Data Faster than the Eye, not faster than PI Presented by Kliff Hopson, Bonneville Power Administration Jeff Hopper, Casne Engineering,

More information

IEEE PES Initiatives and Industry Role in Standards

IEEE PES Initiatives and Industry Role in Standards 1 Smart Solutions, Practical Results IEEE PES Initiatives and Industry Role in Standards Dr. Vahid Madani, PG&E Dr. Damir Novosel, IEEE PES President March 31, 2016 1 Outline IEEE Benefits Need for Standards

More information

Reviewed by CeemanB. Vellaithurai WSU ID:

Reviewed by CeemanB. Vellaithurai WSU ID: Reviewed by CeemanB. Vellaithurai WSU ID: 11253840 Introduction Smart Grid Communication Infrastructure/Communication Architecture Data Assumptions Simulation Assumptions Good contributions Drawbacks Research

More information

October 05, ECE 421 Session 12. Utility SCADA and Automation. Presented by: Chris Dyer

October 05, ECE 421 Session 12. Utility SCADA and Automation. Presented by: Chris Dyer ECE 421 Session 12 October 05, 2017 Utility SCADA and Automation Presented by: Chris Dyer Utility SCADA & Automation Chris Dyer, P.E. BSEE University of Idaho, 1997 SCADA & Automation Engineer POWER Engineers,

More information

Lessons Learned Integrating Synchrophasors into EMS Applications

Lessons Learned Integrating Synchrophasors into EMS Applications SALT RIVER PROJECT - SYNCHROPHASOR TEAM Lessons Learned Integrating Synchrophasors into EMS Applications NASPI Working Group Meeting Scottsdale, AZ February 04, 2009 Dr. Naim Logic Bill Robertson Outline

More information

Next Generation Monitoring and Control Functions for Future Control Centers

Next Generation Monitoring and Control Functions for Future Control Centers 1 Next Generation Monitoring and Control Functions for Future Control Centers Fangxing Li, Senior Member, IEEE, Pei Zhang, Senior Member, IEEE, and Navin Bhatt, Senior Member, IEEE Abstract This paper

More information

D2-02_01 FUTURE CONTROL CENTER WITH ADVENT OF SMARTGRID

D2-02_01 FUTURE CONTROL CENTER WITH ADVENT OF SMARTGRID CONSEIL INTERNATIONAL DES GRANDS RESEAUX ELECTRIQUES INTERNATIONAL COUNCIL ON LARGE ELECTRIC SYSTEMS http:d2cigre.org STUDY COMMITTEE D2 INFORMATION SYSTEMS AND TELECOMMUNICATION 2013 Colloquium November

More information

Strategy Consulting Digital Technology Operations. Transmission Distribution SCADA Separation 2017 EMMOS Conference

Strategy Consulting Digital Technology Operations. Transmission Distribution SCADA Separation 2017 EMMOS Conference Strategy Consulting Digital Technology Operations Transmission Distribution SCADA Separation 2017 EMMOS Conference SCADA for Electric Utility Operations The SCADA platform is at the heart of Electric Utility

More information

Development of a Smart Grid Test Bed and Applications in PMU and PDC Testing

Development of a Smart Grid Test Bed and Applications in PMU and PDC Testing Development of a Smart Grid Test Bed and Applications in PMU and PDC Testing Saugata S. Biswas, Student Member, IEEE, Jeong Hun Kim, Student Member, IEEE and Anurag K Srivastava, Senior Member, IEEE Abstract--The

More information

Advanced Protection and Control Technologies for T&D Grid Modernization

Advanced Protection and Control Technologies for T&D Grid Modernization Advanced Protection and Control Technologies for T&D Grid Modernization i-pcgrid Workshop San Francisco, CA March 31, 2016 Jeff Shiles, Principal Manager Protection & Automation Engineering Southern California

More information

November 29, ECE 421 Session 28. Utility SCADA and Automation. Presented by: Chris Dyer

November 29, ECE 421 Session 28. Utility SCADA and Automation. Presented by: Chris Dyer ECE 421 Session 28 November 29, 2018 Utility SCADA and Automation Presented by: Chris Dyer Utility SCADA & Automation Chris Dyer, P.E. BSEE University of Idaho, 1997 SCADA & Automation Engineer POWER Engineers,

More information

B O N N E V I L L E A D M I N I S T R A T I O N B O N N E V I L L E P O W E R A D M I N I S T R A T I O N

B O N N E V I L L E A D M I N I S T R A T I O N B O N N E V I L L E P O W E R A D M I N I S T R A T I O N B O N N E V I L L E A D M I N I S T R A T I O N B O N N E V I L L E P O W E R A D M I N I S T R A T I O N NERC Monitoring and Situational Awareness Conference Bonneville Power Administration Self-Monitoring:

More information