On the Road to Intelligent Distribution
Duke Energy- Carolinas has embarked on a major initiative to improve the visibility and control of its distribution system. Known as the Remote Operation and Access to the Distribution System (ROADS) project, this initiative will provide Duke's power-delivery organization with remote access to intelligent electronic devices (IEDs) within distribution substations and out on the feeders they serve.
As part of the ROADS project, Duke (Charlotte, North Carolina, U.S.) is automating three distribution substations. The ROADS Distribution Automation (RDA) system will provide continuous remote monitoring of the power apparatus at these substations. In addition, the RDA facilities at one of the substations include a highly sophisticated Integrated Volt/VAR Control (IVVC) function that monitors and controls the operation of one transformer load tap changer (LTC), three voltage regulators and five switched capacitor banks to reduce losses and improve the feeder voltage profile.
LAYING A SOLID FOUNDATION
In recent years, Duke has replaced many of its electromechanical protective relays with IEDs (Fig. 1). With the implementation of ROADS, Duke is more fully tapping the wealth of information and other advanced capabilities of these IEDs. Duke's engineers have been able to retrieve fault event data and station trouble alarms from these IEDs via dial-up telephone lines. Recently, Duke has begun using its corporate data warehouse to continuously monitor loading information and device status data.
A similar situation exists on the distribution feeders. Duke has deployed line-capacitor-bank controller IEDs along with voltage-regulator controller IEDs. These are stand-alone devices with no communication facilities for continuous monitoring and remote control. In the last year, however, Duke has begun to interface some of these units with its corporate data warehouse using digital wireless communications.
PAVING A NEW ROAD TO THE FUTURE
The RDA project included the procurement and implementation of a substation integration and automation system to enable Duke to better utilize its IEDs.
The scope of this project included:
- Master station equipment
This equipment, installed at Duke's general office in Charlotte, includes a master station server, engineering workstation, feeder communications server, and facilities for connecting these devices to Duke's substation communication network as well as its corporate network. One unique feature of the RDA master station is that the system does not include any dispatcher workstations; Duke personnel access the system using web browser software and “remote desktop” facilities running on existing desktop PCs (Fig. 2).
- System software
Major system software components include basic SCADA functions for remote monitoring and general processing, and advanced distribution application software, which performs the distribution network applications including IVVC and interfaces to Duke's e-mail/paging system and data warehouse.
- Substation data concentrator
RDA substation facilities include a substation data concentrator, a rugged PC-104 style processor running Windows XP embedded software (Fig. 3). The substation data concentrator includes a panel-mounted monitor, keyboard and mouse to be used by substation personnel for viewing substation data (Fig. 1, inset). The data concentrator communicates with substation IEDs via an Ethernet local area network (LAN) using ruggedized terminal servers/switches.
- Interfaces to substation IEDs
The substation data concentrator interfaces with a wide variety of existing and new substation IEDs, including protective relay IEDs, LTC controller IEDs, several transformer monitoring and control units, and a substation capacitor bank programmable logic controller (PLC). The system uses DNP3 and Modbus protocols to communicate with these IEDs. To eliminate the expense of cable installation, Duke used unlicensed spread spectrum radios to implement a wireless connection to some IEDs installed in the substation yard.
- Communication facilities
Duke-owned communication facilities transmit substation data to the RDA master station and the corporate data warehouse over a hybrid communication network. Unlicensed spread-spectrum radio (900 MHz) delivers substation data to a hub on Duke's optical-fiber wide area network (WAN), which then forwards the data to the RDA master station. Communication with feeder devices is handled by commercial digital cell phone facilities. The communication protocol for all master station communications is DNP3 over TCP/IP (DNPi).
ALARM E-MAIL/PAGING SYSTEM
The ROADS DA system is designed for unmanned operation, because the operation and control of Duke's distribution system is primarily controlled by a mobile workforce rather than by control center personnel. When a critical alarm condition occurs, the RDA system delivers an e-mail message using Simple Network Mail Protocol (SNMP) to Duke's e-mail server, which, in turn, forwards appropriate e-mail and paging messages to the responsible party. The RDA system allows Duke to specify who should receive the alarm based on a variety of criteria, including substation name, equipment type (circuit breaker, transformer) and type of alarm (feeder outage, maintenance alert).
NON-OPERATIONAL DATA ACCESS
Duke's relay engineers must be able to remotely acquire fault event information (including waveform data files), view settings and monitor relay health. To support this requirement, the RDA system uses a second serial port, configured for the relay manufacturer's standard protocol, on each relay IED. The RDA system engineering workstation, running the relay manufacturer's standard software, uses the RDA substation communication network for secure and reliable communications with the individual substation IEDs. “Remote Desktop,” a standard Microsoft Windows application, enables authorized and authenticated personnel to interrogate and download non-operational data from individual relay IEDs via the engineering workstation using existing desktop PCs. In the future, Duke plans to extend this capability to other IEDs.
DATA WAREHOUSE INTERFACE
Duke uses its corporate data warehouse as a means of managing historical information about power-system conditions. Over the years, this system has proved to be an effective data-warehousing tool. Hence, Duke decided early in the RDA project to use it to store and provide access to the wealth of new information acquired from distribution substations and feeders.
The data warehouse interfaces directly to the substation data concentrators using separate channels on the substation communication network. This approach enables Duke to utilize the existing data concentrator database and DNP3 mapping for the data warehouse interface, thereby avoiding separate databases and point mapping structures for data warehouse applications.
INTEGRATED VOLT/VAR CONTROL
One of Duke's key objectives for this project was to determine the benefits of an RDA-controlled Volt/VAR application versus the present method of Volt/VAR control that uses stand-alone IEDs. The expectation is that Duke can realize a significant reduction in electrical losses by maintaining optimal voltage profiles and reactive power flows on its feeders. To address this objective, the RDA system at Duke's Pebble Creek Substation includes a sophisticated IVVC application function.
Simply stated, the IVVC application will determine, every few minutes, optimal tap positions for LTCs and voltage regulators, and the optimal positions (on or off) for all switched capacitor banks in the substation and out on the feeders. Once the optimal positions are determined, IVVC will automatically execute the recommended control actions via remote control (Fig. 4).
The following are significant highlights of Duke's IVVC application:
The application uses a three-phase, unbalanced power-flow model of the distribution feeders and the associated substation. The substation model includes full representation of the substation LTC transformer and two-stage substation capacitor banks.
The feeder model includes representation of distribution transformer excitation characteristics. These losses vary with the square of feeder voltage, so proper modeling of distribution transformer characteristics is an important consideration.
IVVC feeder models were created by converting existing electrical models from Duke's feeder analysis package. This proved to be a very effective mechanism for building IVVC feeder models as well as geographically correct dynamic feeder maps for displaying program results. For the small number of feeders included in this initiative, the use of existing, fully verified models from the feeder analysis program was ideal. Duke does recognize that widespread implementation of IVVC will require that feeder models be built and maintained using its geographic information system.
Real-time measurements acquired from IEDs located in the substation and out on the feeders are used to fine-tune the calculated power-flow results. This ensures that calculated values match actual feeder measurements wherever available.
IVVC control actions are implemented by transmitting control commands (on/off command or desired tap position) to the local controller IEDs associated with each IVVC device.
The application uses a fail-safe design to ensure that failures in communication facilities and other IVVC equipment do not result in the execution of undesirable control actions. IVVC will operate correctly (and safely) in the event of a single component failure. If multiple failures occur or the feeder is reconfigured for any reason (making the model incorrect), the IVVC application will be automatically disabled and all Volt/VAR controller IEDs will revert to their original autonomous operation.
The IVVC application uses a linear programming optimization algorithm to determine the changes to LTC and the voltage regulator tap positions and capacitor bank position that will best meet the desired objective without violating feeder electrical constraints. For Duke, the desired objective used (problem formulation) is loss minimization.
LESSONS LEARNED
Duke's project team learned many lessons during this implementation project. But none has hit home harder than the enormous amount of effort needed to implement and test DNP3 and Modbus IED interfaces. The process is far from “plug and play.” Development and confirmation of IED point lists and templates have been a tremendous burden on Duke's project personnel.
Developing meaningful IED test scenarios in the factory has also been a major challenge. Some IEDs cannot be thoroughly tested by simulating the associated power apparatus (LTC transformer) in the factory, even if sophisticated test equipment are used.
Problems with communication interfaces to existing in-service IEDs were discovered by Duke during system installation. Some existing relay IEDs did not have the latest firmware to support standard protocols used by the RDA system. In addition, communication ports on some of the in-service IEDs did not work once the RDA system began polling the device, and these IEDs had to be replaced.
Electric utilities contemplating similar projects should anticipate having similar difficulties and allow for these problems in project budgeting and scheduling.
RESULTS TO DATE
Duke recently completed installing and commissioning the RDA system, and all equipment and software are currently operating and providing IED data in support of the ROADS vision. The IVVC application function is running, and Duke engineers are evaluating the performance and results of this application to determine whether a business case exists for expanding the concept to other substations and circuits. Early results are promising.
If the business case indicates that further RDA system deployment is economically justified, Duke may expand the RDA concept to other substations and circuits. Future efforts may include:
Providing remote monitoring at other Duke distribution substations
Implementing remote monitoring and control of line switching devices out on the distribution feeders, including automatic fault location, isolation and restoration
Implementing control of substation devices, such as feeder circuit breakers
Extending IVVC to additional feeders
Investigating the use of RDA substation and circuit data for external systems such as outage management and equipment maintenance planning.
Jeff Daugherty joined Duke Energy-Carolinas after earning his BSEE degree from North Carolina State University in 1985. He has worked in the transmission operating department, substation project management group and the substation design group, and is now a member of the substation planning group. Daugherty is a registered professional engineer in the state of North Carolina. rjdaughe@duke-energy.com
Shawn Ervin is currently a lead engineer in the distribution planning group for Duke Energy-Carolinas, where he oversees the planning for capacity infrastructure needs (substations, circuits, capacitors and regulators) to maintain service for distribution customers in North and South Carolina. This group also oversees Duke's distribution automation efforts. Ervin, who has been with Duke for 25 years, has also had assignments in field engineering, management, engineering standards, reliability processes and vendor relations. He received a BSEE degree from North Carolina State University in 1981 and is a registered professional engineer in both North and South Carolina. smervin@duke-energy.com
Robert Uluski is the lead consultant for this project as a senior consultant at EnerNex Corp. He has assisted electric utilities worldwide with distribution automation (DA) projects that included planning, business case development, implementation and training. EnerNex's capabilities include power systems engineering and studies, utility automation, advanced metering infrastructure, integration of renewable and distributed generation, and utility communication and security architecture development for utilities, government agencies and research organizations. Uluski has authored numerous papers on DA and conducted many training seminars on the subject. bobu@enernex.com
John McDonald is the vice president of automation for KEMA Inc., where he is assisting electric utilities in substation automation, SCADA/DMS/EMS systems and communications protocols. He is a fellow of the IEEE, president of the IEEE PES and past chair of the IEEE PES Substations Committee. He has published 27 papers and co-authored three books, and served as editor-in-chief and authored the substation integration and automation chapter for Electric Power Substations Engineering, published by Taylor & Francis in 2003. McDonald is a registered professional engineer. john.mcdonald@us.kema.com
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