Modeling of Deadband Function of Governor Model and its Effect on Frequency Response Characteristics

Size: px
Start display at page:

Download "Modeling of Deadband Function of Governor Model and its Effect on Frequency Response Characteristics"

Transcription

1 Modeling of Deadband Function of Governor Model and its Effect on Frequency Response Characteristics Saeed Mohajeryami, Aanand R. Neelakantan, Iman N. Moghaddam, Zia Salami Electrical and Computer Engineering, University of North Carolina at Charlotte Charlotte, NC 28223, USA Abstract Frequency Response has been the focus of increased attention and analysis recently due to its importance to the reliability of the network. The models used by the utilities proved to be insufficient and the inability to duplicate events using the existing models and databases has led to several initiatives to address these shortfalls. In this work, the effect of the dead-band in the governor/turbine model is investigated. For this purpose, IEEEG1 model is used to study the frequency response of the steam generators. Many of the existing industrial software used by the utilities ignore the dead-band function in their governor model. Using the incorrect parameters for the dead-band function can lead to the significantly incorrect frequency response, it is even worth in case of ignoring the dead-band function. In this paper, the effect of the dead-band setting on the frequency response is studied. The response of the generator during the frequency deviation is analyzed both with and without the dead-band. ETAP is used as a good candidate for an industrial software to study the effect of the frequency deviation on the generator response. Ignoring the dead-band is shown to depict a very optimistic picture of the frequency response. Keywords Primary frequency response; IEEEG1 governor/ turbine model; modeling; dead-band; MOD-027; ETAP I. INTRODUCTION NERC report of August 14 th, 2003 about blackout in eastern interconnection shows a huge discrepancy between what utilizes had expected based on the simulation of their models and what was observed [1]. There are many speculations about the reasons for this discrepancy in the technical literature [2-6]. The modeling of the different components of the power system is mentioned to be one of the major contributing factors [7-11]. Among others, the frequency response is one of the main issues. There are many parameters in the governor/turbine models which lack enough accuracy to model the physical governor/turbine. In response to the blackout, NERC approved 14 recommendations to address the shortcomings that contributed to the blackout. Incidentally, it reports that after-the-fact models developed to simulate the blackout indicate that the dynamic modeling assumptions, including generator parameters, were inaccurate [1]. This report initiated several standards to address the modeling issues in different components of the power system [11]. MOD-027 is a NERC standard which mandates the generator owners to test their generator components and then based on the test results verify the turbine/governor model parameters used in dynamic simulations that assess the reliability. This standard aims to assure that the parameters accurately represent the real power response of the generator unit to system frequency variation [12]. The modeling of the governor/turbine is one of the primary concerns in several NERC reliability regions, particularly in Eastern interconnection. According to Eastern Interconnection Frequency Initiative Whitepaper, the majority of the utilities that responded to the generator survey, have generator parameter values far from the standard values recommended by NERC [13]. Because of the continuous load variation, the frequency varies constantly in the power system. In the absence of a major disturbance, these variations are innocuous. But the response to the small frequency variations can cause wear and tear in steam boilers and turbines. Therefore, a dead-band controller in the governor is a necessity. The dead-band controller does not let the system to respond to the frequency deviations that do not exceed a pre-defined value. So, the speed governor is inactive within the dead-band limits [14]. Conversely, the dead-band controller can affect the stability of the power system. [15] studied the dead-band effect on the stability and showed that in South Eastern Europe, the governor dead-band can drastically change the stability of the European inter-area oscillation mode and create the limitation in the response. [16] discussed how to compensate the adverse effect of the dead-band on the stability by introducing a frequency bias parameter in the state space model of the governor. In [17-18], load dispatch concerns regarding frequency response variation is investigated. Relation between faults, transients and frequency response are addressed in [19]. Western Electricity Coordinating Council (WECC) recording of its large generation trips showed that it only observed 40% of the simulated governor response. Among other things, the dead-band is mentioned as one of the contributing factors [20-21]. So far, the reduced-form of the dead-band model is used for the study of the effect of the dead-band on the stability. The linearized reduced-form arguably cannot capture the nonlinearity of the dead-band. In this work, the full model of the dead-band is used in the newly introduced user-defined module (UDM) of ETAP. This module enables the users to create the sophisticated models that do not exist in the ETAP library.

2 Fig. 1. IEEEG1 model The paper will continue with the description of the governor and dead-band model in section II. Section III describes the case study and the results for the test case and discusses the results. Section IV closes the paper with drawing conclusion from the provided discussion and results. II. MODELING A. Governor model The IEEEG1 model is the IEEE recommended model for steam turbine. There are many other legacy models recommended by IEEE, but IEEEG1 is more detailed and also it entails more parameters that can accurately model the governor/turbine. The model is shown in Fig. 1. The model is used in ETAP UDM to model the governor/turbine. It s illustrated in Fig. 2. IEEEG1 is a general model of the steam turbine system with both the speed governor and the turbine stages. In this model, the dead-band block is included. The dead-band block represents the intentional dead-band that the plant control system incorporates into its working to prevent the governor from responding to the tolerable changes in the frequency [22]. Table 1 contains the parameter values used in the developed IEEEG1 model. These values are the real parameter values of one of the steam power plants in the eastern interconnection. B. Implementation of Droop characteristics The droop characteristics is used to control the magnitude of governor response for a given change in frequency. With the dead-band involved, there are two ways of implementing the droop characteristics: step implementation and non-step implementation. In step implementation of the droop characteristics, the regulation curve will step into the droop characteristics outside the dead-band. Through this setting, the governor response would step into the actual response that one would expect without the dead-band in place. Mathematically the step implementation can be represented as follows: Fig. 2. Developed Governor/Turbine model in ETAP UDM TABLE 1: IEEEG1 PARAMETERS PARAMETER DESCRIPTION VALUES DB Deadband block [Hz] K Governor Gain (1/droop) [pu] 20.0 T1 Lag Time Constant [s] 0.82 T2 Lead Time Constant [s] 0 T3 Valve Position Time Constant [s] 0.97 Uo Maximum Valve Opening Rate [pu/s] 1.38 Uc Maximum Valve Closing Rate [pu/s] Pmax The maximum output of the Unit [pu] 1.03 Pmin The Minimum output of the Unit [pu] 0 T4 Time Constant for Steam Inlet [s] 0.80 T5 Time Constant for Second Boiler Pass [s] 6.36 T6 Time Constant for Third Boiler Pass [s] T7 Time Constant for Fourth Boiler Pass [s] 0.86 K1 HP Fraction 0.19 K3 HP Fraction 0.22 K5 HP Fraction 0.21 K7 HP Fraction 0.38

3 y = 0 D x + D y = kx x + D y =+ kx x D Where k is the slope of the characteristics = 1/R (R = Droop Setting. Usually 5%) and D is a dead-band. NERC standards require the plant owners to have a dead-band not more than ±0.036 Hz. The step implementation is represented in Fig. 3a. In the non-step implementation of the droop, the characteristic curve starts from the dead-band and does not step into the standard curve. Through this implementation, the starting point of the curve will be at the dead-band and the slope will be at the regulation value (usually at 5%). (1) Mathematically the non-step implementation can be represented as follows: y = 0 D x + D y = k( x D) x + D (2) y =+ k( x+ D) x D Where k is the slope of the characteristics = 1/R (R = Droop Setting. Usually 5%) and D is a dead-band. The nonstep implementation of the droop characteristics is shown in Fig. 3b. in the main grid. The test case is inspired by a real system in an eastern interconnection To analyze the effect of deadband on the frequency response, the generator was equipped with two governor models; one without the deadband model and the other one with the deadband model using the non-step implementation of the droop characteristics. The reason for choosing the non-step implementation was that the inspiring real model used as a Fig. 3a. Step implementation of droop characteristics A. Case study III. RESAULTS AND DISCUSSION In this section, a small microgrid consisting of a generator and 4 loads is selected as a test case. Microgrids are smallscale form of an electric network and typically include combination of distributed generators and interconnected loads. Standby diesel generators, fuel cells, micro turbines, wind generators, and solar panels are typical types of generators in microgrids [9]. When a microgrid is connected to the main electrical network, it can work either in a grid-connected mode or an island mode. Grid-connected is a normal operation mode for a microgrid. However, under some circumstances, microgrids must function as an island or off-grid mode. The switching of grid connection can either be done automatically (because of a fault) or manually. They will be disconnected from traditional network to operate separately for grid disturbance mitigations and grid resilience improvement. Microgrids are able to work continuously to mitigate grid disturbances and increase flexibility of power systems. Consequently, they increase penetration of renewable energy resources in the grid. To observe the effect of the deadband in modeling of governor, a microgrid in an islanding mode has been picked. In the main grid, the effect of deadband under a small fault is not big enough. In case of a blackout, there would be a cascading faults one after another and in that case, the effect of deadbands are pronounced enough to be observed. Since it is hard to model the whole grid, a microgrid has been picked for this study. The effect of a small fault in a microgrid is as big as combined faults in the moments before a blackout Fig. 3b. non-step implementation of droop characteristics Fig. 4. Test Case Single Line Diagram

4 model of this test case has implemented its droop in the same way. The frequency response from the generator with and without the deadband is then compared. A.1. Initial Condition The generator of the system is rated at 711MW (790MVA at 0.9p.f) and is set to supply a total grid load of 370MVA represented by four lumped loads rated at 150MVA, 140MVA, 50MVA and 30 MVA respectively. Initially the system is set to supply 351MW of power (working with %50 of nominal power) to the system with the grid loads taking up 342MW (370 MVA with power factor of 0.95). The grid loads are split among two buses with each bus connected to the point of interconnection with transmission lines represented by impedances. A.2. Test Condition To test the generator for its frequency response, a 3 phase fault is simulated on one of the buses in the grid side and is cleared in 0.1 seconds. This leads to an increase in grid frequency, for which the governor responds by changing its output to support the frequency. The response from the generator in terms of its mechanical power and corresponding speed was recorded for analysis. B. Results and Discussion B.1. Case 1 The generator is equipped with a governor that has no deadband setting in its system. The response from the generator is shown in Fig. 5. If observed, since the governor is not reflecting the deadband setting, the generator responds to even the slightest change in frequency. The response continues till the speed (frequency) settles down at 3600 rpm (60Hz). B.2. Case 2 The generator is equipped with the governor that has the deadband setting incorporated into its model. The deadband is set at ±2 rpm (±0.033Hz) with non-step implementation of droop characteristics. The response of the generator is shown Fig. 5. Governor response without dead-band setting Fig. 7. Governor response with 20 rpm dead-band setting Fig. 8. Comparison of mechanical power Fig. 6. Governor response with 2 rpm dead-band setting Fig. 9. Comparison of generator speed

5 in Fig. 6. It can be observed that the response is much smaller than the response of the case without deadband and the speed settles down at a value outside the deadband value of 2rpm. Having 2rpm deadband helps the generator not change its mechanical power frequently. It saves a lot of unnecessary wear and tear. But the downside is that the speed does not settle where it was before the fault. But arguably there are secondary systems that helps the governor speed to settle to 3600 rpm eventually after a few minutes. So, as far as the system is capable to bring the speed into an acceptable range, the system is safe. B.3. Case 3 Without the dead-band in place, the speed deviation was around 10 rpm due to the fault condition. To analyze the response from the generator during conditions where the deviation is within the dead-band, the setting in the governor was changed to a ±20 rpm (±0.33Hz) dead-band and the system was tested for the same fault condition. The response is shown in Fig. 7. Comparing the mechanical power with case 1 and 2, there is hardly any response from the generator and the speed does not settle down at the rated value of 3600 rpm. Arguably it can be dangerous under some circumstance. So, there is always a tradeoff between the sensitivity of the governor and the amount of wear and tear that the mechanical system can tolerate in the long run. Figs 8 and 9 compare the results of all three cases. As it s shown, if the deadband is not modeled properly, the system model might show a response while in practice, there is not any response. The effect of missing a deadband model in the governor model is very small, but if the model of all the generators in a big region miss the deadband model, then the effect is noticeable. IV. CONCLUSION The deadband setting in a governor/turbine model can either be implemented as a step implementation or a non-step implementation, along with the droop characteristics. The effect of the deadband setting on the frequency response characteristics of a generator is analyzed by observing the response of the generator during a fault in the system. The governor without the deadband setting is more responsive to frequency deviations when compared to its response with the deadband. Also, it is observed that as long as the frequency deviation is within the deadband, there is hardly any response from the generator. These observations have led to the suggestion that it is important that the deadband setting is modelled as part of the steam unit governor models to obtain a response that is closer to the actual response. Without modeling of deadband, the simulated response from the system may predict a more responsive state compared to the real observations. As discussed, NERC report showed that the utilities in eastern interconnection had expected their system to handle the fault in the system. But the system had not responded as they expected. According to NERC, the models used by the utilities had shown a very responsive system, but observation showed that the system is not responsive as fast as they had expected it to be. REFERENCES [1] North American Electric Reliability Corporation (NERC), "August 14, 2003 Blackout: NERC Actions to Prevent and Mitigate the Impacts of Future Cascading Blackouts, available online: [2] J.E Chadwick, "How a smarter grid could have prevented the 2003 U.S. cascading blackout," IEEE Power and Energy Conference at Illinois (PECI), UIUC, Feb [3] U.S. Canada Power System Outage Task Force, Final Report on the August 14, 2003 Blackout in the United States and Canada: Causes and Recommendations, April 2004, available online: [4] S.M. Moghadasi, A. Kazemi, M. Fotuhi-Firuzabad, A.A. Edris, "Composite System Reliability Assessment Incorporating an Interline Power- Flow Controller," IEEE Trans. on Power Delivery, vol.23, no.2, pp , April 2008 [5] Y.V. Makarov, V.I. Reshetov, A. Stroev, N.I. Voropai, "Blackout Prevention in the United States, Europe, and Russia," Proceedings of the IEEE, vol.93, Nov [6] J.W. Bialek, "Why has it happened again? Comparison between the UCTE blackout in 2006 and the blackouts of 2003," IEEE conference of Power Tech at Lausanne, July 2007 [7] I.N. Moghaddam, Z. Salami, L. Easter, "Sensitivity Analysis of an Excitation System in order to Simplify and Validate Dynamic Model Utilizing Plant Test Data," IEEE Trans. on Ind. Appl., 2015 [8] S. Mohajeryami, Z. Salami, I.N. Moghaddam, "Study of effectiveness of under-excitation limiter in dynamic modeling of Diesel Generators," IEEE Power and Energy Conference at Illinois (PECI), UIUC, March 2014 [9] I.N. Moghaddam, Z. Salami, S. Mohajeryami, "Generator excitation systems sensitivity analysis and their model parameter's reduction," Power Systems Conference at Clemson university (PSC), 2014, March 2014 [10] R. Yousefian, S. Kamalasadan, "Design and real-time implementation of optimal power system wide area system-centric controller based on temporal difference learning," IEEE Industry Applications Society Annual Meeting, pp.1-7, Oct [11] NERC, IEEE Power Engineering Society 2008 General Meeting Control Center Issues NERC Reliability Standards Development," IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, July 2008 [12] North American Electric Reliability Corporation (NERC), Modeling, Data, and Analysis (MOD) standards, available online: [13] NERC standard MOD-027-1, Verification of Models and Data for Turbine/Governor and Load Control or Active Power/Frequency Control Functions [14] NERC Resource Subcommittee, Eastern Interconnection Frequency Initiative Whitepaper, Oct. 2013, available online: [15] J.C. Mantzaris, C.D. Vournas, "Governor-deadband-induced sliding bifurcations in South-East European Interconnection model," Power Systems Computation Conference (PSCC), Aug [16] J. Mantzaris, A. Metsiou and C. Vournas, Analysis of Interarea Oscillations including Governor Effects and Stabilizer Design in South- Eastern Europe, IEEE Trans. on Power Syst., vol.28, Nov [17] S.C. Tripathy, G.S. Hope, O.P. Malik, "Optimisation of load-frequency control parameters for power systems with reheat steam turbines and governor deadband nonlinearity," IEE Proceedings on Generation, Transmission and Distribution, January 1982 [18] S.B. Nejad, S.H. Elyas, A. Khamseh, I.N. Moghaddam, M. Karrari, "Hybrid CLONAL selection algorithm with PSO for valve-point Economic load Dispatch," IEEE Electrotechnical Conference (MELECON), March [19] A. Mohseni, S. Mohajeryami, A.A.S Akmal, "Sensitivity analysis and stochastic approach in study of transient recovery voltage with presence of superconducting FCL," Electrical Power and Energy Conference (EPEC), 2011 IEEE, Oct [20] L. Pereira, J. Undrill, D.N. Kosterev, D. Davies, S. Patterson, "A new thermal governor modeling approach in the WECC," IEEE Trans. on Power Syst., May 2003 [21] L. Pereira, "New thermal governor model development: its impact on operation and planning studies on the Western Interconnection," IEEE Power and Energy Magazine, May-June 2005 [22] Power System Dynamic Performance Committee, Power System Stability Subcommittee and Task force on Turbine-Governor Modelling, "Dynamic Models for Turbine-Governors in Power System Studies," PES- TR1, Jan 2013.

FULL ELECTRICAL LNG PLANTS: HIGHEST AVAILABILITY AND ENERGY EFFICIENCY THROUGH OVERALL SYSTEM DESIGN

FULL ELECTRICAL LNG PLANTS: HIGHEST AVAILABILITY AND ENERGY EFFICIENCY THROUGH OVERALL SYSTEM DESIGN FULL ELECTRICAL LN PLANTS: HIHEST AVAILABILITY AND ENERY EFFICIENCY THROUH OVERALL SYSTEM DESIN Dr. Edwin Lerch Siemens A Infrastructure and Cities Sector, IC S SE PTI, ermany Phone: 49-9131-7-34052 Fax:

More information

Droop Control Forhybrid Micro grids With Wind Energy Source

Droop Control Forhybrid Micro grids With Wind Energy Source Droop Control Forhybrid Micro grids With Wind Energy Source [1] Dinesh Kesaboina [2] K.Vaisakh [1][2] Department of Electrical & Electronics Engineering Andhra University College of Engineering Visakhapatnam,

More information

System Protection Schemes in Eastern Denmark

System Protection Schemes in Eastern Denmark System Protection Schemes in Eastern Denmark Joana Rasmussen COWI A/S, Energy Department System Protection Schemes in Eastern Denmark 1.Advanced system protection schemes are investigated and perspectives

More information

General Validation Test Program for Wind Power Plants Connected to the Hydro-Québec Transmission System

General Validation Test Program for Wind Power Plants Connected to the Hydro-Québec Transmission System General Validation Test Program for Wind Power Plants Connected to the Hydro-Québec Transmission System Direction Planification des actifs et expertise de transport February 2011 TABLE OF CONTENTS 1. CONDUCTING

More information

CHAPTER 1 INTRODUCTION

CHAPTER 1 INTRODUCTION CHAPTER 1 INTRODUCTION Power systems form the largest man made complex system. It basically consists of generating sources, transmission network and distribution centers. Secure and economic operation

More information

Control of Distributed Generation Units in Stand-Alone Industrial Networks

Control of Distributed Generation Units in Stand-Alone Industrial Networks 2 nd International Conference on Electrical Systems Design & Technologies, Hammamet Tunisia, Nov. 8-10, 2008 Control of Distributed Generation Units in Stand-Alone Industrial Networks Ali Asghar Ghadimi

More information

Context: significant penetration of DG = increased risks for system security

Context: significant penetration of DG = increased risks for system security Distributed Generation: towards an effective contribution to power system security IEEE Tampa GM 2007: Panel on Impact of Dispersed Generation on Power System structure & security Bruno Meyer Outline Context:

More information

ANCILLARY SERVICES SUPPLIED TO THE GRID: THE CASE OF THISVI CCGT POWER PLANT (GREECE)

ANCILLARY SERVICES SUPPLIED TO THE GRID: THE CASE OF THISVI CCGT POWER PLANT (GREECE) Claudio Cavandoli, Alessandro Crippa EDISON S.p.A., Engineering Department ANCILLARY SERVICES SUPPLIED TO THE GRID: THE CASE OF THISVI CCGT POWER PLANT (GREECE) 1 ANCILLARY SERVICES SUPPLIED TO THE GRID:

More information

Renewable Energy Grid Integration

Renewable Energy Grid Integration Renewable Energy Grid Integration Jian Sun Professor and Director Grid Integration Issues Cost, Reliability & Efficiency of Grid Interface Grid Congestion, Weak Grids Variability of Renewable Production

More information

Optimal Power Flow Analysis of Energy Storage for Congestion Relief, Emissions Reduction, and Cost Savings

Optimal Power Flow Analysis of Energy Storage for Congestion Relief, Emissions Reduction, and Cost Savings 1 Optimal Power Flow Analysis of Energy Storage for Congestion Relief, Emissions Reduction, and Cost Savings Zhouxing Hu, Student Member, IEEE, and Ward T. Jewell, Fellow, IEEE Abstract AC optimal power

More information

Toward standards for dynamics in future electric energy systems The basis for plug and play industry paradigm

Toward standards for dynamics in future electric energy systems The basis for plug and play industry paradigm Toward standards for dynamics in future electric energy systems The basis for plug and play industry paradigm Marija Ilić milic@ece.cmu.edu Electric Energy Systems Group (EESG) http://www.eesg.ece.cmu.edu/,

More information

Guidelines for Large Photovoltaic System Integration

Guidelines for Large Photovoltaic System Integration 1 Guidelines for Large Photovoltaic System Integration Silviu Darie, PhD(EE), PE(EE) Abstract- The paper summarizes the result of a research project funded by the Department of Energy (DOE) in collaboration

More information

Power System review W I L L I A M V. T O R R E A P R I L 1 0, 2 0 1 3

Power System review W I L L I A M V. T O R R E A P R I L 1 0, 2 0 1 3 Power System review W I L L I A M V. T O R R E A P R I L 1 0, 2 0 1 3 Basics of Power systems Network topology Transmission and Distribution Load and Resource Balance Economic Dispatch Steady State System

More information

Renewable Energy Interconnection Requirements for the US. IEEE PES Meeting Denver, CO July 26-30, 2015 J. Charles Smith, Executive Director, UVIG

Renewable Energy Interconnection Requirements for the US. IEEE PES Meeting Denver, CO July 26-30, 2015 J. Charles Smith, Executive Director, UVIG 1 Renewable Energy Interconnection Requirements for the US IEEE PES Meeting Denver, CO July 26-30, 2015 J. Charles Smith, Executive Director, UVIG 2 Outline of Topics Background and Introduction NERC Integrating

More information

PI/PSLF Based Model Validation Application. Eric Bakie and Milorad Papic WECC JSIS Meeting Tempe, AZ January 21-23, 2014

PI/PSLF Based Model Validation Application. Eric Bakie and Milorad Papic WECC JSIS Meeting Tempe, AZ January 21-23, 2014 PI/PSLF Based Model Validation Application Eric Bakie and Milorad Papic WECC JSIS Meeting Tempe, AZ January 21-23, 2014 1 OUTLINE 1. Background Information 2. What is PI/PSLF Based PPMV Application? 3.

More information

Electric Power Systems An Overview. Y. Baghzouz Professor of Electrical Engineering University of Nevada, Las Vegas

Electric Power Systems An Overview. Y. Baghzouz Professor of Electrical Engineering University of Nevada, Las Vegas Electric Power Systems An Overview Y. Baghzouz Professor of Electrical Engineering University of Nevada, Las Vegas Overview Power Generation Conventional power generation Power generation from renewables

More information

Interconnection of Generators to EDI s Distribution System

Interconnection of Generators to EDI s Distribution System Interconnection of Generators to EDI s Distribution System May 22, 2002 This document sets forth the guidelines for connecting a power producing facility to the Alberta Interconnected Electric System through

More information

Planned Islanding on Rural Feeders - Utility Perspective

Planned Islanding on Rural Feeders - Utility Perspective INVITED PAPER FOR PRESENTATION AT THE IEEE PES 2008 GENERAL MEETING (PANEL ON MICROGRIDS), (JULY 20-24, PITTSBURGH, PENNSYLVANIA) Planned Islanding on Rural Feeders - Utility Perspective Farid Katiraei,

More information

ETAP 11 The Future of Power Systems Engineering & Operation - Today

ETAP 11 The Future of Power Systems Engineering & Operation - Today ETAP 11 The Future of Power Systems Engineering & Operation - Today Innovation Automation Collaboration Multi-Dimension Database Lock & unlock element properties 10 States to track equipment conditions

More information

Intelligent Microgrid Solutions Efficient, Reliable and Secure Solutions for Today s Energy Challenges

Intelligent Microgrid Solutions Efficient, Reliable and Secure Solutions for Today s Energy Challenges Intelligent Microgrid Solutions Efficient, Reliable and Secure Solutions for Today s Energy Challenges Rich Godlasky Sr. Manager, Intelligent Microgrid Solutions Lockheed Martin richard.j.godlasky@lmco.com

More information

Chapter 5. System security and ancillary services

Chapter 5. System security and ancillary services Chapter 5. System security and ancillary services 1 Introduction Markets for electrical energy can function only if they are supported by the infrastructure of a power system. System should continue to

More information

Microgrid Technology: Enabling Energy Reliability and Security Opportunities in Campus, Commercial & Industrial Communities

Microgrid Technology: Enabling Energy Reliability and Security Opportunities in Campus, Commercial & Industrial Communities Microgrid Technology: Enabling Energy Reliability and Security Opportunities in Campus, Commercial & Industrial Communities Ivette Sanchez, LEED AP MAYA Smart Energy Consulting Promoting Sustainability

More information

Data center energy efficiency and power quality: an alternative approach with solid state transformer

Data center energy efficiency and power quality: an alternative approach with solid state transformer Data center energy efficiency and power quality: an alternative approach with solid state transformer Gulnara Zhabelova 1, Alireza Yavarian 1, Valeriy Vyatkin 1,2 1 Department of Computer Science, Electrical

More information

Implementation of High Step-Up Solar Power Optimizer for DC Micro Grid Application

Implementation of High Step-Up Solar Power Optimizer for DC Micro Grid Application Implementation of High tepup olar Power Optimizer for C Micro Grid Application hihming Chen, KeRen Hu, TsorngJuu Liang, and YiHsun Hsieh Advanced Optoelectronic Technology Center epartment of Electrical

More information

An Isolated Multiport DC-DC Converter for Different Renewable Energy Sources

An Isolated Multiport DC-DC Converter for Different Renewable Energy Sources An Isolated Multiport DC-DC Converter for Different Renewable Energy Sources K.Pradeepkumar 1, J.Sudesh Johny 2 PG Student [Power Electronics & Drives], Dept. of EEE, Sri Ramakrishna Engineering College,

More information

LP-based Mathematical Model for Optimal Microgrid Operation Considering Heat Trade with District Heat System

LP-based Mathematical Model for Optimal Microgrid Operation Considering Heat Trade with District Heat System LP-based Mathematical Model for Optimal Microgrid Operation Considering Heat Trade with District Heat System Ji-Hye Lee and Hak-Man Kim Incheon National University hmkim@incheon.ac.kr Abstract Since Combined

More information

CERTS Microgrid Research and Lessons Learned

CERTS Microgrid Research and Lessons Learned CERTS Microgrid Research and Lessons Learned Advanced Grid Technologies Workshop Microgrid Controls and Management Systems July 9, 2015 Bob Lasseter University of Wisconsin Madison Power System of the

More information

Request for Payment Instructions Wholesale Distribution Access Tariff (WDAT) Attachment I - GIP

Request for Payment Instructions Wholesale Distribution Access Tariff (WDAT) Attachment I - GIP Grid Interconnection & Contract Development Request for Payment Instructions Wholesale Distribution Access Tariff (WDAT) Attachment I - GIP Submittal Instructions Prior to submitting your application and

More information

Isolated-Parallel UPS Configuration

Isolated-Parallel UPS Configuration Isolated-Parallel UPS Configuration 1 Inhalt 1 Introduction... 4 2 IP systems configuration... 6 3 Projects... 17 4 Conclusions... 17 2 Abstract The isolated-parallel UPS configuration has become well

More information

4.1.1 Generator Owner 4.1.2 Transmission Owner that owns synchronous condenser(s)

4.1.1 Generator Owner 4.1.2 Transmission Owner that owns synchronous condenser(s) A. Introduction 1. Title: Verification and Data Reporting of Generator Real and Reactive Power Capability and Synchronous Condenser Reactive Power Capability 2. Number: MOD-025-2 3. Purpose: To ensure

More information

Salem Smart Power sm Project

Salem Smart Power sm Project Salem Smart Power sm Project Wayne Lei April 2015 Smart Power Team 2015 Portland General Electric. All rights reserved. Salem Smart Power Project State-of-the-art smart grid demonstration highlights: 5

More information

Nuclear Power Plant Electrical Power Supply System Requirements

Nuclear Power Plant Electrical Power Supply System Requirements 1 Nuclear Power Plant Electrical Power Supply System Requirements Željko Jurković, Krško NPP, zeljko.jurkovic@nek.si Abstract Various regulations and standards require from electrical power system of the

More information

Grid Interconnection of Renewable Energy Sources Using Modified One-Cycle Control Technique

Grid Interconnection of Renewable Energy Sources Using Modified One-Cycle Control Technique Grid Interconnection of Renewable Energy Sources Using Modified One-Cycle Control Technique NKV.Sai Sunil 1, K.Vinod Kumar 2 PG Student, GITAM University, Visakhapatnam, India. Asst.Professor, Department

More information

Alternative Approaches for Incentivizing the Frequency Responsive Reserve Ancillary Service

Alternative Approaches for Incentivizing the Frequency Responsive Reserve Ancillary Service Alternative Approaches for Incentivizing the Frequency Responsive Reserve Ancillary Service E. Ela, M. Milligan, and B. Kirby National Renewable Energy Laboratory A. Tuohy and D. Brooks Electric Power

More information

Project description. Power Electronics for Reliable and Energy efficient Renewable Energy Systems

Project description. Power Electronics for Reliable and Energy efficient Renewable Energy Systems Project description Title: Power Electronics for Reliable and Energy efficient Renewable Energy Systems OBJECTIVES Principal objective Provide competence and decision basis for enabling reliable and energy

More information

Electric Power Concepts. Prof. Sid Suryanarayanan Div. of Engg., Colorado School of Mines ssuryana@mines.edu http://www.mines.

Electric Power Concepts. Prof. Sid Suryanarayanan Div. of Engg., Colorado School of Mines ssuryana@mines.edu http://www.mines. Electric Power Concepts Prof. Sid Suryanarayanan Div. of Engg., Colorado School of Mines ssuryana@mines.edu http://www.mines.edu/~ssuryana Outline of presentation How is electricity produced? Or How does

More information

Grid codes for renewable energy integration

Grid codes for renewable energy integration Rabat 2015-06-02 Grid codes for renewable energy integration Harald G Svendsen SINTEF Energy Research Norway harald.svendsen@sintef.no Work Package leader for grid integration activities in the EuroSunMed

More information

Advanced Protection of Distribution Networks with Distributed Generators

Advanced Protection of Distribution Networks with Distributed Generators Date:- 8 10 March 2011 Venue: University of Manchester EES-UETP Course title Advanced Protection of Distribution Networks with Distributed Generators Peter Crossley Director of the Joule Centre School

More information

Integration of Distributed Generation in the Power System. IEEE Press Series on Power Engineering

Integration of Distributed Generation in the Power System. IEEE Press Series on Power Engineering Brochure More information from http://www.researchandmarkets.com/reports/2171489/ Integration of Distributed Generation in the Power System. IEEE Press Series on Power Engineering Description: A forward

More information

Adıgüzel Hydroelectric Power Plant Modeling and Load-Frequency Control

Adıgüzel Hydroelectric Power Plant Modeling and Load-Frequency Control Adıgüzel Hydroelectric Power Plant Modeling and Load-Frequency Control 1 Yüksel Oğuz * 1 Ahmet Kaysal and 1 Kübra Kaysal * 1 Faculty of Engineering, Department of Electric & Electronic Engineering, Afyon

More information

Distribution Operations with High-penetration of Beyond the Meter Intermittent Renewables. Bob Yinger Southern California Edison April 15, 2014

Distribution Operations with High-penetration of Beyond the Meter Intermittent Renewables. Bob Yinger Southern California Edison April 15, 2014 1 Distribution Operations with High-penetration of Beyond the Meter Intermittent Renewables Bob Yinger Southern California Edison April 15, 2014 Southern California Edison SCE provides power to: Nearly

More information

Dynamic Security Assessment in the Future Grid. Vijay Vittal Ira A. Fulton Chair Professor Arizona State University

Dynamic Security Assessment in the Future Grid. Vijay Vittal Ira A. Fulton Chair Professor Arizona State University 1 Dynamic Security Assessment in the Future Grid Vijay Vittal Ira A. Fulton Chair Professor Arizona State University 2 Key requirements for DSA Need to perform DSA as close to real time as possible Need

More information

Hybrid Power System with A Two-Input Power Converter

Hybrid Power System with A Two-Input Power Converter Hybrid Power System with A Two-Input Power Converter Y. L. Juan and H. Y. Yang Department of Electrical Engineering National Changhua University of Education Jin-De Campus, Address: No.1, Jin-De Road,

More information

IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 22, NO. 1, FEBRUARY 2007 395

IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 22, NO. 1, FEBRUARY 2007 395 IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 22, NO. 1, FEBRUARY 2007 395 Using Low Voltage MicroGrids for Service Restoration C. L. Moreira, F. O. Resende, and J. A. Peças Lopes, Senior Member, IEEE Abstract

More information

VOLTAGE CONTROL IN DISTRIBUTION SYSTEMS AS A LIMITATION OF THE HOSTING CAPACITY FOR DISTRIBUTED ENERGY RESOURCES

VOLTAGE CONTROL IN DISTRIBUTION SYSTEMS AS A LIMITATION OF THE HOSTING CAPACITY FOR DISTRIBUTED ENERGY RESOURCES VOLTAGE CONTROL IN DISTRIBUTION SYSTEMS AS A LIMITATION OF THE HOSTING CAPACITY FOR DISTRIBUTED ENERGY RESOURCES C. Schwaegerl*, M.H.J. Bollen, K. Karoui #, A. Yagmur + *Siemens AG, # Tractebel STRI AB

More information

FRCC Standards Handbook. FRCC Automatic Underfrequency Load Shedding Program. Revision Date: July 2003

FRCC Standards Handbook. FRCC Automatic Underfrequency Load Shedding Program. Revision Date: July 2003 F R C C FRCC Standards Handbook FRCC Automatic Underfrequency Load Shedding Program Revision Date: July 2003 FRCC Underfrequency Load Shedding Program Modification and Approval Process Requests to modify

More information

Transient analysis of integrated solar/diesel hybrid power system using MATLAB Simulink

Transient analysis of integrated solar/diesel hybrid power system using MATLAB Simulink Transient analysis of integrated solar/diesel hybrid power system using ATLAB Simulink Takyin Taky Chan School of Electrical Engineering Victoria University PO Box 14428 C, elbourne 81, Australia. Taky.Chan@vu.edu.au

More information

Development of a Conceptual Reference Model for Micro Energy Grid

Development of a Conceptual Reference Model for Micro Energy Grid Development of a Conceptual Reference Model for Micro Energy Grid 1 Taein Hwang, 2 Shinyuk Kang, 3 Ilwoo Lee 1, First Author, Corresponding author Electronics and Telecommunications Research Institute,

More information

Energy Systems Integration

Energy Systems Integration Energy Systems Integration Dr. Martha Symko-Davies Director of Partnerships, ESI March 2015 NREL is a national laboratory of the U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy,

More information

Energy Storage for Renewable Integration

Energy Storage for Renewable Integration ESMAP-SAR-EAP Renewable Energy Training Program 2014 Energy Storage for Renewable Integration 24 th Apr 2014 Jerry Randall DNV GL Renewables Advisory, Bangkok 1 DNV GL 2013 SAFER, SMARTER, GREENER DNV

More information

Guidelines for ATS selection: How to choose the right transfer solution for your power application.

Guidelines for ATS selection: How to choose the right transfer solution for your power application. Power topic #7012 Technical information from Cummins Power Generation Inc. Guidelines for ATS selection: How to choose the right transfer solution for your power application. > White Paper By Gary Olson,

More information

Data Mining to Characterize Signatures of Impending System Events or Performance from PMU Measurements

Data Mining to Characterize Signatures of Impending System Events or Performance from PMU Measurements Data Mining to Characterize Signatures of Impending System Events or Performance from PMU Measurements Final Project Report Power Systems Engineering Research Center Empowering Minds to Engineer the Future

More information

water is cooled in a secondary cooling control tasks: use of seawater. Treatment of the seawater formation of algal vegetation.

water is cooled in a secondary cooling control tasks: use of seawater. Treatment of the seawater formation of algal vegetation. for the start-up and shut-down procedures in the case of longer standstills. The diesel exhaust is fed into two turbochargers. A portion of the exhaust gases can be utilized in a waste-heat boiler producing

More information

Hybrid processing of SCADA and synchronized phasor measurements for tracking network state

Hybrid processing of SCADA and synchronized phasor measurements for tracking network state IEEE PES General Meeting, Denver, USA, July 2015 1 Hybrid processing of SCADA and synchronized phasor measurements for tracking network state Boris Alcaide-Moreno Claudio Fuerte-Esquivel Universidad Michoacana

More information

A Stable DC Power Supply for Photovoltaic Systems

A Stable DC Power Supply for Photovoltaic Systems Int. J. of Thermal & Environmental Engineering Volume 12, No. 1 (216) 67-71 A Stable DC Power Supply for Photovoltaic Systems Hussain A. Attia*, Beza Negash Getu, and Nasser A. Hamad Department of Electrical,

More information

A Design of DC/DC Converter of Photovoltaic Generation System for Streetcars

A Design of DC/DC Converter of Photovoltaic Generation System for Streetcars Journal of International Council on Electrical Engineering Vol. 3, No. 2, pp.164~168, 2013 http://dx.doi.org/10.5370/jicee.2013.3.2.164 A Design of DC/DC Converter of Photovoltaic Generation System for

More information

DC/DC BUCK Converter for Renewable Energy Applications Mr.C..Rajeshkumar M.E Power Electronic and Drives,

DC/DC BUCK Converter for Renewable Energy Applications Mr.C..Rajeshkumar M.E Power Electronic and Drives, DC/DC BUCK Converter for Renewable Energy Applications Mr.C..Rajeshkumar M.E Power Electronic and Drives, Mr.C.Anandaraj Assistant Professor -EEE Thiruvalluvar college of Engineering And technology, Ponnur

More information

Distributed Generation and the Impact on a Distribution System. Brian Lassiter Technical Sales Engineer

Distributed Generation and the Impact on a Distribution System. Brian Lassiter Technical Sales Engineer Distributed Generation and the Impact on a Distribution System Brian Lassiter Technical Sales Engineer Company Overview Founded in 1989 in Abilene, TX Industry leader in Engineering and Operations Utility

More information

IEEE Smart Grid Series of Standards IEEE 2030 TM (Interoperability) and IEEE 1547 TM (Interconnection) Status. #GridInterop

IEEE Smart Grid Series of Standards IEEE 2030 TM (Interoperability) and IEEE 1547 TM (Interconnection) Status. #GridInterop IEEE Smart Grid Series of Standards IEEE 2030 TM (Interoperability) and IEEE 1547 TM (Interconnection) Status #GridInterop Smart Grid (IEEE 2030): the integration of power, communications, and information

More information

Smart Grid and Renewable Energy Grid Integration. Jian Sun, Professor and Director Department of ECSE & Center for Future Energy Systems

Smart Grid and Renewable Energy Grid Integration. Jian Sun, Professor and Director Department of ECSE & Center for Future Energy Systems Smart Grid and Renewable Energy Grid Integration Jian Sun, Professor and Director Department of ECSE & Center for Future Energy Systems 1 How Smart Can We Make This Grid? 2 Smart Grid Drivers Need to Use

More information

High Intensify Interleaved Converter for Renewable Energy Resources

High Intensify Interleaved Converter for Renewable Energy Resources High Intensify Interleaved Converter for Renewable Energy Resources K. Muthiah 1, S.Manivel 2, Gowthaman.N 3 1 PG Scholar, Jay Shriram Group of Institutions,Tirupur 2 Assistant Professor, Jay Shriram Group

More information

OPTIMAL DISPATCH OF POWER GENERATION SOFTWARE PACKAGE USING MATLAB

OPTIMAL DISPATCH OF POWER GENERATION SOFTWARE PACKAGE USING MATLAB OPTIMAL DISPATCH OF POWER GENERATION SOFTWARE PACKAGE USING MATLAB MUHAMAD FIRDAUS BIN RAMLI UNIVERSITI MALAYSIA PAHANG v ABSTRACT In the reality practical power system, power plants are not at the same

More information

Solar Power Plant Design and Interconnection

Solar Power Plant Design and Interconnection Solar Power Plant Design and Interconnection Wind & Solar Super Session July 27, 2011 E.H. Camm, S.E. Williams S&C Electric Company Outline Introduction Utility-scale PV power plant Grounding Reactive

More information

GENERATOR DIFFERENTIAL PROTECTION RELAY STABILITY VIS-A -VIS SELECTION OF CTS MR. H. C. MEHTA & MR. JAY MEHTA Power Linker Group Co.

GENERATOR DIFFERENTIAL PROTECTION RELAY STABILITY VIS-A -VIS SELECTION OF CTS MR. H. C. MEHTA & MR. JAY MEHTA Power Linker Group Co. GENERATOR DIFFERENTIAL PROTECTION RELAY STABILITY VIS-A -VIS SELECTION OF CTS MR. H. C. MEHTA & MR. JAY MEHTA Power Linker Group Co., Mumbai ABSTRACT : For generator differential protection, one set of

More information

Demand Response Market Overview. Glossary of Demand Response Services

Demand Response Market Overview. Glossary of Demand Response Services Demand Response Market Overview Glossary of Demand Response Services Open Energi has partnered with Tarmac to provide Demand Response What s inside... Market Overview Balancing Electricity Supply and Demand

More information

Power Electronics Testings

Power Electronics Testings Power Electronics Testings PV Inverter Test Solution www.chromaate.com Turnkey Test & Automation Solution Provider w w w.chromaate.com A PV system is an energy system which directly converts energy from

More information

Transient Analysis of Integrated Shiraz Hybrid Solar Thermal Power Plant Iman Niknia 1, Mahmood Yaghoubi 1, 2

Transient Analysis of Integrated Shiraz Hybrid Solar Thermal Power Plant Iman Niknia 1, Mahmood Yaghoubi 1, 2 Transient Analysis of Integrated Shiraz Hybrid Solar Thermal Power Plant Iman Niknia 1, Mahmood Yaghoubi 1, 2 1 School of Mechanical Engineering, Shiraz University, Shiraz, Iran 1, 2 Shiraz University,

More information

What Matters for Successful Integration of Distributed Generation

What Matters for Successful Integration of Distributed Generation What Matters for Successful Integration of Distributed Generation Thomas Ackermann Energynautics GmbH, Germany t.ackermann@energynautics.com Expert User of DIgSILENT PowerFactory for Power Systems Studies

More information

300 MW Variable Speed Drives for Pump-Storage Plant Application Goldisthal

300 MW Variable Speed Drives for Pump-Storage Plant Application Goldisthal May 24 MW Variable Speed Drives for Aurélie Bocquel APCG / 4BOC4 (MW-Goldisthal 1-5-24).PPT MW Variable Speed Drives for Content Major benefits of the cyclo-converter driven doubly-fed induction machines

More information

Transmission Planning Study (Year 2022) for Cherokee 4 Replacement Alternatives. Final Report

Transmission Planning Study (Year 2022) for Cherokee 4 Replacement Alternatives. Final Report Transmission Planning Study (Year 2022) for Cherokee 4 Replacement Alternatives (Required per CPUC Decision No. C10-1328) Final Report (Submitted with Public Service s 2011 ERP) Executive Summary The objective

More information

Emulated Digital Control System Validation in Nuclear Power Plant Training Simulators

Emulated Digital Control System Validation in Nuclear Power Plant Training Simulators Digital Control System Validation in Nuclear Power Training s Gregory W. Silvaggio Westinghouse Electric Company LLC silvaggw@westinghouse.com Keywords: Validation, nuclear, digital control systems Abstract

More information

Study to Determine the Limit of Integrating Intermittent Renewable (wind and solar) Resources onto Pakistan's National Grid

Study to Determine the Limit of Integrating Intermittent Renewable (wind and solar) Resources onto Pakistan's National Grid Pakistan Study to Determine the Limit of Integrating Intermittent Renewable (wind and solar) Resources onto Pakistan's National Grid Final Report: Executive Summary - November 2015 for USAID Energy Policy

More information

New-generation Integrated Monitoring and Control System

New-generation Integrated Monitoring and Control System Hitachi Review Vol. 54 (05), No. 3 145 New-generation Integrated Monitoring and Control System Shigeru Takahashi Satoru Shimizu Takaaki Sekiai OVERVIEW: Hitachi delivered a new-generation integrated monitoring

More information

Control Development and Modeling for Flexible DC Grids in Modelica

Control Development and Modeling for Flexible DC Grids in Modelica Control Development and Modeling for Flexible DC Grids in Modelica Andreas Olenmark 1 Jens Sloth 2 Anna Johnsson 3 Carl Wilhelmsson 3 Jörgen Svensson 4 1 One Nordic AB, Sweden, andreas.olenmark@one-nordic.se.

More information

Typical Data Requirements Data Required for Power System Evaluation

Typical Data Requirements Data Required for Power System Evaluation Summary 66 Carey Road Queensbury, NY 12804 Ph: (518) 792-4776 Fax: (518) 792-5767 www.nepsi.com sales@nepsi.com Harmonic Filter & Power Capacitor Bank Application Studies This document describes NEPSI

More information

Demonstration tests of microgrid systems using renewable energy for small remote islands

Demonstration tests of microgrid systems using renewable energy for small remote islands 21, rue d Artois, F-758 PARIS C1_116_212 CIGRE 212 http: //www.cigre.org Demonstration tests of microgrid systems using renewable energy for small remote islands K. ISHIDA Y. SHIMOGAWA Y. SATO K. TAKANO

More information

A Fuzzy Based Solution for Improving Power Quality in Electric Railway Networks

A Fuzzy Based Solution for Improving Power Quality in Electric Railway Networks A Fuzzy Based Solution for Improving Power Quality in Electric Railway Networks Mohammad Ali Sandidzadeh School of Railway Engineering, Iran University of Science & Technology, Tehran, Iran Tel: 98-21-7749-1030

More information

Synchronized real time data: a new foundation for the Electric Power Grid.

Synchronized real time data: a new foundation for the Electric Power Grid. Synchronized real time data: a new foundation for the Electric Power Grid. Pat Kennedy and Chuck Wells Conjecture: Synchronized GPS based data time stamping, high data sampling rates, phasor measurements

More information

Allen Goldstein NIST Synchrometrology Lab Gaithersburg, MD allen.goldstein@nist.gov

Allen Goldstein NIST Synchrometrology Lab Gaithersburg, MD allen.goldstein@nist.gov Time Synchronization in Electrical Power Transmission and Distribution Systems Allen Goldstein NIST Synchrometrology Lab Gaithersburg, MD allen.goldstein@nist.gov Abstract Synchronization of measurements

More information

Introduction. Chapter 1. 1.1 The Motivation

Introduction. Chapter 1. 1.1 The Motivation Chapter 1 Introduction 1.1 The Motivation Hydroelectric power plants, like real systems, have nonlinear behaviour. In order to design turbine controllers, it was normal practice in the past, when computer

More information

Technical Information POWER PLANT CONTROLLER

Technical Information POWER PLANT CONTROLLER Technical Information POWER PLANT CONTROLLER Content The Power Plant Controller offers intelligent and flexible solutions for the control of all PV power plants in the megawatt range. It is suitable for

More information

Physical Address: City: State: Zip Code:

Physical Address: City: State: Zip Code: Application for Small Generator Facility Interconnection Tier 2, Tier 3 or Tier 4 Interconnection (For Small Generator Facilities with Electric Nameplate Capacities of 10 MW and less) Applicant Contact

More information

Deep Dive on Microgrid Technologies

Deep Dive on Microgrid Technologies March 2015 Deep Dive on Microgrid Technologies 2 3 7 7 share: In the wake of Superstorm Sandy, a microgrid kept the lights on for more than for the more than 60,000 residents of Co-Op City in the northeastern

More information

PacifiCorp Original Sheet No. 476 FERC Electric Tariff, Substitute 6 th Rev Volume No. 11 APPENDIX 2 TO SGIP

PacifiCorp Original Sheet No. 476 FERC Electric Tariff, Substitute 6 th Rev Volume No. 11 APPENDIX 2 TO SGIP PacifiCorp Original Sheet No. 476 APPENDIX 2 TO SGIP SMALL GENERATOR INTERCONNECTION REQUEST (Application Form) Transmission Provider: Designated Contact Person: Address: Telephone Number: An Interconnection

More information

Power Quality Issues in Railway Electrification

Power Quality Issues in Railway Electrification International Journal of Computer Sciences and Engineering Open Access Survey Paper Volume-4, Issue-1 E-ISSN: 2347-2693 Power Quality Issues in Railway Electrification Rajshree S Thorat 1*, M. M. Deshpande

More information

Short-term Forecast for Photovoltaic Power Generation with Correlation of Solar Power Irradiance of Multi Points

Short-term Forecast for Photovoltaic Power Generation with Correlation of Solar Power Irradiance of Multi Points Short-term Forecast for Photovoltaic Power Generation with Correlation of Solar Power Irradiance of Multi Points HIROAKI KOBAYASHI Polytechnic University / Kogakuin University 2-32-1 Ogawanishi-machi,

More information

Distributed Load Balancing for FREEDM system

Distributed Load Balancing for FREEDM system Distributed Load Balancing for FREEDM system Ravi Akella, Fanjun Meng, Derek Ditch, Bruce McMillin, and Mariesa Crow Department of Electrical Engineering Department of Computer Science Missouri University

More information

22nd European Photovoltaic Solar Energy Conference Milan, Italy, September 2007

22nd European Photovoltaic Solar Energy Conference Milan, Italy, September 2007 CLASSIFICATION OF ENERGY MANAGEMENT SYSTEMS FOR RENEWABLE ENERGY HYBRID SYSTEMS K. Bromberger, K. Brinkmann Department of Automation and Energy Systems Technology, University of Applied Sciences Trier

More information

COMPARISON OF THE FACTS EQUIPMENT OPERATION IN TRANSMISSION AND DISTRIBUTION SYSTEMS

COMPARISON OF THE FACTS EQUIPMENT OPERATION IN TRANSMISSION AND DISTRIBUTION SYSTEMS COMPARISON OF THE FACTS EQUIPMENT OPERATION IN TRANSMISSION AND DISTRIBUTION SYSTEMS Afshin LASHKAR ARA Azad University of Dezfoul - Iran A_lashkarara@hotmail.com Seyed Ali NABAVI NIAKI University of Mazandaran

More information

September 13, 2010. Replace Tunis T1 Notification of Conditional Approval of Connection Proposal CAA ID Number: 2010-EX506

September 13, 2010. Replace Tunis T1 Notification of Conditional Approval of Connection Proposal CAA ID Number: 2010-EX506 September 13, 2010 Mr. Charles Wickham General Manager Eastern Operations Capital Power Corporation Suite 1301, 200 University Avenue Toronto, ON M5H 3C6 Dear Mr. Wickham: Replace Tunis T1 Notification

More information

Flexible Capacity Planning for Renewable Integration CEF Topical White Paper Jeremy Hargreaves, Elaine Hart, Ryan Jones, Arne Olson E3

Flexible Capacity Planning for Renewable Integration CEF Topical White Paper Jeremy Hargreaves, Elaine Hart, Ryan Jones, Arne Olson E3 July 15, 2013 Flexible Capacity Planning for Renewable Integration CEF Topical White Paper Jeremy Hargreaves, Elaine Hart, Ryan Jones, Arne Olson E3 Problem Statement For California, meeting an economy-

More information

Distributed Flexible AC Transmission System (D FACTS) Jamie Weber. weber@powerworld.com, 217 384 6330 ext. 13

Distributed Flexible AC Transmission System (D FACTS) Jamie Weber. weber@powerworld.com, 217 384 6330 ext. 13 Distributed Flexible AC Transmission System (D FACTS) Jamie Weber weber@powerworld.com, 217 384 6330 ext. 13 Slide Preparation: Kate Rogers Davis kate@powerworld.com, 217 384 6330, Ext 14 2001 South First

More information

Price Responsive Demand for Operating Reserves in Co-Optimized Electricity Markets with Wind Power

Price Responsive Demand for Operating Reserves in Co-Optimized Electricity Markets with Wind Power Price Responsive Demand for Operating Reserves in Co-Optimized Electricity Markets with Wind Power Zhi Zhou, Audun Botterud Decision and Information Sciences Division Argonne National Laboratory zzhou@anl.gov,

More information

Scope of Restoration Plan

Scope of Restoration Plan RWG Area Restoration Review Worksheet (10/28/09) EOP-006-02 Directory 8 EOP-005 NYSRG Rule G Text Restoration Plan Requirement R1.Each Reliability Coordinator shall have a Reliability Coordinator Area

More information

Power System Security in Market Clearing and Dispatch Mechanisms

Power System Security in Market Clearing and Dispatch Mechanisms 1 Power System Security in Market Clearing and Dispatch Mechanisms Claudio A. Cañizares, Senior Member, IEEE, Sameh K. M. Kodsi, Student Member, IEEE Abstract This paper presents and discusses some typical

More information

REAL TIME DYNAMICS MONITORING SYSTEM (RTDMS ) AND PHASOR GRID DYNAMICS ANALYZER (PGDA) USER TRAINING FOR ERCOT

REAL TIME DYNAMICS MONITORING SYSTEM (RTDMS ) AND PHASOR GRID DYNAMICS ANALYZER (PGDA) USER TRAINING FOR ERCOT REAL TIME DYNAMICS MONITORING SYSTEM (RTDMS ) AND PHASOR GRID DYNAMICS ANALYZER (PGDA) USER TRAINING FOR ERCOT SEPTEMBER 16-17, 2014 Electric Power Group. Built upon GRID-3P platform, U.S. Patent 7,233,843,

More information

Basics of Electricity

Basics of Electricity Basics of Electricity Generator Theory PJM State & Member Training Dept. PJM 2014 8/6/2013 Objectives The student will be able to: Describe the process of electromagnetic induction Identify the major components

More information

Effect of Remote Back-Up Protection System Failure on the Optimum Routine Test Time Interval of Power System Protection

Effect of Remote Back-Up Protection System Failure on the Optimum Routine Test Time Interval of Power System Protection Effect of Remote Back-Up Protection System Failure on the Optimum Routine Test Time Interval of Power System Protection Y. Damchi* and J. Sadeh* (C.A.) Abstract: Appropriate operation of protection system

More information

Effect of Remote Back-Up Protection System Failure on the Optimum Routine Test Time Interval of Power System Protection

Effect of Remote Back-Up Protection System Failure on the Optimum Routine Test Time Interval of Power System Protection Effect of Remote Back-Up Protection System Failure on the Optimum Routine Test Time Interval of Power System Protection Y. Damchi* and J. Sadeh* (C.A.) Abstract: Appropriate operation of protection system

More information

Interfacing Renewable Energy Sources to the AC Grid by a CMLI with Voltage Regulation under Low THD

Interfacing Renewable Energy Sources to the AC Grid by a CMLI with Voltage Regulation under Low THD Universal Journal of Electrical and Electronic Engineering 2(4): 170-177, 2014 DOI: 10.13189/ujeee.2014.020405 http://www.hrpub.org Interfacing Renewable Energy Sources to the AC Grid by a CMLI with Voltage

More information