Patrick Lee and Chuck Wells

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Real-time microgrid and DERMS control using the PI System and PXiSE Advanced Control Technology Patrick Lee and Chuck Wells 1

PXiSE Energy Solutions A Modern Grid Control Solutions Company Located in San Diego, CA Backed by Sempra Energy and Mitsui 2

PXiSE utilizes bigger data and artificial intelligence Untapped synchro-phasor data / insights Adapting high resolution data 60 samples per second for MRI-like visibility and precision control GPS time-synchronized State measurements provide powerful real-time insights Advanced neural network technology for event detection Clustering technology for forecasting On-line control system tuning Adaptive control technology 3

PXiSE brings new intelligence and autonomy to grid control Insightful high-speed phasor data Multi-level system feedback control System model, optimization, & artificial intelligence OSIsoft PI data technology Intelligent software in common hardware PXiSE 4

PXiSE Advanced Control Technology (ACT) Software PXiSE ACT 3.0 control PI 2017 server Windows 2016 server Hardware 64 bit computer Substation hardened, or VM on premise or cloud server Existing sensors (*PMUs from relays) * Users should not be confused with PMUs application in transmission system, time-synchronized phasor data from a few PMUs offer new insights for modern grid control 5

The problems we solve Operate grids with any percentage of renewables supported by a battery energy storage system (BESS) Coordinate any mix of energy resources Cost-effective and reliable grid control solutions

What we do Advanced SCADA and grid control automation Renewable generation output performance control Microgrid controls (islands, remote communities, comm./industrial) Autonomous DERMS with optimization

How we are different Mixed Assets Optimization & Operations Legacy Control Results differ from claims: Energy management and dispatch focus Slow response to changes Operate few devices PXiSE Advanced Control Delivers differentiating benefits: A real control system with multi-level feedback Fast and adaptive software configurable Designed for 1000 s devices Control Capabilities Logic-based, inflexible to operate as system conditions change Higher cost (low assets use) Low performance Optimization-based, fast and adaptive to real-time conditions Lower (optimal use) Higher performance cost

Who s using PXISE ACT? Auwahi Wind Farm (24 MW, 11MW/4.4 MWh Battery Energy Storage System) Copper Mountain Solar Farm (58 MW, Grid-tied) Silver Oak Winery microgrid (200+ kw Solar and 120kW/420kWh Battery Energy Storage System) Sempra Headquarters microgrid (Solar PV, EV Chargers, and 250kW/625kWh Battery Energy Storage System) Great Valley Solar Farm (200 MW with Switching Capacitors, Grid-tied) 9

PXiSE ACT application in microgrids A comprehensive solution to manage and control all DERs logically organized within the Microgrid in an hierarchy Level 1 Microgrid control of all DERs (islanded or grid connected) Utility Point of Interconnection (POI): Total controllable supply/demand balance and power quality management Level 2 Group of mixed DERs control Logical grouping within microgrid: A mix of DERs including BESS, renewables, and thermal generators Level 3 DER control Individual DER: Solar PV BESS Generators Controllable loads 10

System One-line Diagram Flexible data input and configuration CIM XML files Interactively via AF Explorer PI builder Excel files 11

User configurable microgrid software for many DERs Northern California 120kW / 420kWh Battery 600kW Solar PV 2 Microgrids 12

PXiSE ACT winery microgrid Control system dashboard is flexible to accommodate local needs User configurable and interactive display Powered by industry standard PI Vision Controlled by PXiSE 8 Solar Inverters, 4 Energy Storage Inverters and 1 ASCO Switch 13

High-rise building microgrid Same hardware and user configurable software advantages by OEM PI functions 120kW / 615kWh battery 50kW solar PV EV charging 3 rd floor microgrid 14

Configured to achieve maximum energy bill savings Flexible control configured for one BESS, solar and EV chargers benefited by PI AF structure and import functions Controlled by PXiSE 15

Optimization included forecasting of resources and load Non-linear optimization of assets using real-time conditions far better than hard-coded logic of other solutions Actual Demand Reduction Forecast BESS SOC Management 16

PXiSE display screens can be customized by users PI Vision screens PXiSE add-ins Standardized displays for solar, wind, and microgrid applications 17

Standard faceplate for real-time monitoring and control Manual Auto Auto-remote Real power control Reactive power control Demand control targets

Differentiated PXiSE disturbance mitigation improves power quality High data rate and fast inverter control by PXiSE cancels disturbances in the grid Supported by high resolution data in PI

AF database for connected distributed energy resources Built-in notifications and alarms

PXiSE ACT is a complete solution for modern grid operations A comprehensive solution to manage and control all DERs logically organized as microgrids, VPPs, and aggregated resources Direct Control of DERs Utility-owned DERs Customer-owned DERs Market-based Control of DERs Behind the meter DERs Aggregated DERs VPP of DERs Un-controlled DERs Rooftop solar Behind the meter BESS EV chargers

PXiSE DERMS multi-level control architecture Master controller Supervisory microgrid or virtual power plant (VPP) Controllable DER or an aggregated resource S PXiSE S M S

PXiSE DERMS - a real control system for 1,000s of DERs Extensive use of PI AF Coordinate real-time switching and control of DERs Control of Virtual Power Plants Control of Aggregators Optimization of a mix of energy resources Comprehensive design: control directly managed DERs, market response DERs, and accounting for unmanaged DERs

Software implemented at large solar farm (same architecture as DERMS control) M VPP S VPP S S VPP B S VPP B

Large solar section display

Display and control of individual controllable inverters

Circuit display in a Solar section like aggregated DERs within the VPP

Summary Important to select the right microgrid and DERMS solution in a modern grid Better accuracy of DER control Faster response to dynamic changes Better sensors and data (Bigger data) System level intelligence with AI Commonly available industrial hardware Proven data platform (OSIsoft PI) 28

Contact Patrick Lee President info@pxise.com Pxise.com Chuck Wells Chief Technology Architect 29

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