MISO Distributed Generation (DG) Presentation. October 27, 2015

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1 MISO Distributed Generation (DG) Presentation October 27, 2015

2 AEG Study specific questions Recall AEG study is looking at DR, EE and DG penetrations, over 20 year time period Should we model a DG specific case? Similar to 111(d). Assuming yes, keep DR and EE at baseline plus case? 2

3 AEG Study current DG specific assumptions Residential side 1. Residential Solar PV 2. Residential wind turbines 3. Residential EV Smart charging 4. Residential battery storage 5. Residential thermal storage 3

4 AEG Study current DG specific assumptions - Residential side Residential Solar PV LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 447 5,168 9,987 9,070 6,454 4,136 5,050 6,027 6,503 6,129 Unit impact (kw) LRZ part rate (2015) 0.00% 0.04% 0.11% 0.00% 0.00% 0.01% 0.01% 0.00% 0.00% 0.00% Residential wind turbines LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 10,167 9,066 11,331 12,110 11,324 11,364 8,859 10,574 11,408 10,753 Unit impact (kw) LRZ part rate (2015) 0.0% 0.06% 0.01% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 4

5 AEG Study current DG specific assumptions - Residential side Residential EV Smart charging LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% Residential battery storage LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% Residential thermal storage LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 5

6 AEG Study current DG specific assumptions Commercial side 1. Commercial solar PV 2. Commercial wind turbines 3. Commercial battery storage 4. Commercial thermal storage 6

7 AEG Study current DG specific assumptions - Commercial side Commercial solar PV LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 31,856 31,378 31,823 32,831 32,097 34,115 30,034 31,385 32,804 30,426 Unit impact (kw) LRZ part rate (2015) 0.01% 0.29% 0.77% 0.00% 0.00% 0.03% 0.00% 0.00% 0.00% 0.00% Commercial wind turbines LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 47,660 46,945 47,610 49,118 48,020 51,040 44,934 46,955 49,079 45,520 Unit impact (kw) LRZ part rate (2015) 0.31% 0.08% 0.02% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% Commercial battery storage LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) , Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% Commercial thermal storage LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 5,873 5,609 5,855 6,413 6,007 7,124 4,865 5,613 6,398 5,082 Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 7

8 Questions for stakeholders Recall AEG study is modeling only customer side (demand side) programs. Not utility scale (supply side) programs. Recall we are looking for annual energy and peak demand savings over time period. To model a DG case for MISO within AEG study Should we confine ourselves to commercial & industrial (C&I) programs only? Reason they have more Demand and Energy impacts, relative to Residential programs. Except for residential solar PV. See appendix slides. Within C&I, should we confine ourselves to Solar PV, Wind Turbines and Batteries? Reason Solar PV and Wind has high Demand and Energy impacts, relative to Thermal storage programs. Batteries have medium impacts. Reason assuming MISO interconnection queue requests as a source for distribution level impacts 8

9 Appendix

10 Residential Solar PV Program overview Strategic Elements: Designed to provide energy and peak demand reductions through the installation of power generation units at individual customer sites Educate customers on solar tax credits, financing options, maintenance Third party implementation team recruits customers, performs pre-inspection, and installs the system Provides generation during peak hours of the days Assumed that output only offsets customers site load Targets residential customers with large peak demand Typically a 10 kw system Typical Measure Mix: Solar PV Demand Impacts: High Energy Impacts: High 10

11 Residential Solar PV Modeling assumptions Applicability Single-family or some multifamily homes with mostly unobstructed south-facing rooflines (maximum applicability is 30%) Unit energy savings assumptions Energy: ,000 kwh, depending on LRZ Summer demand: 3-7 kw, depending on LRZ Customer participation rates in 2015: % LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh per home) Unit Impact (kw per home) 447 5,168 9,987 9,070 6,454 4,136 5,050 6,027 6,503 6, LRZ part rate (2015) 0.00% 0.04% 0.11% 0.00% 0.00% 0.01% 0.01% 0.00% 0.00% 0.00% 11

12 Residential Wind Turbines Strategic Elements: Designed to provide energy and peak demand reductions through the installation of wind turbines at customer sites Educate customers on wind turbine tax credits, financing options, maintenance Third party implementation team recruits customers, performs pre-inspection, and installs the system Provides generation during peak hours of the days Target residential customers with large peak demand Typically a 10 kw system Typical Measure Mix: HVAC equipment Water heating Lighting Appliances Miscellaneous Demand Impacts: Medium to Low Energy Impacts: Medium 12

13 Residential Wind Turbines Modeling assumptions Applicability Customers with at least a one acre plot of land, room for a tower ft tall and 23 ft rotors Unit savings assumptions Summer demand: kw per home, depending on LRZ Energy: 8,800 12,100 kwh per home, depending on LRZ Customer participation rates: % LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 10,167 9,066 11,331 12,110 11,324 11,364 8,859 10,574 11,408 10,753 Unit impact (kw) LRZ part rate (2015) 0.0% 0.06% 0.01% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 13

14 Residential EV Smart Charging Strategic Elements: Designed to integrate the charging of plug-in electric vehicles into the grid in a low-cost manner Installation of smart chargers in homes Can provide public charging stations Can offer time of use rates to shift energy to off-peak hours Typical Measure Mix: Electric Vehicle Demand Impacts: Low Energy Impacts: Low 14

15 Residential EV Smart Charging Modeling assumptions Applicability Customers who own a plug-in electric vehicle Unit savings assumptions Summer demand: kw per home, depending on LRZ Energy: 55 kwh per home Customer participation rates: No existing programs LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 15

16 Residential Battery Storage 16 Strategic Elements: Designed to provide peak demand reductions using battery packs installed at customer sites Program provides installation of battery packs that can be charged by solar or wind generation when demand is low Small battery pack can effectively offset peak household use for 2-3 hours Tesla batteries come in 7 kwh and 10 kwh sizes; multiples installed up to 90 kwh Consumers can purchase batteries directly from the manufacturer, but generally these would be installed by contractors alongside solar PV or wind, to maximize the flexibility of the generation system Typical Measure Mix: HVAC equipment Water heating Lighting Appliances Miscellaneous Demand Impacts: Medium Energy Impacts: Low Image courtesy of

17 Residential Battery Storage Modeling assumptions Applicability Customers with solar PV or wind Unit savings assumptions Summer demand: 5 8 kw per home, depending on LRZ Energy: kwh per home, depending on LRZ Customer participation rates: No existing programs LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 17

18 Residential Thermal Storage (GIWH) Strategic Elements: Designed to allow the utility or a 3rd party to turn the water heater on or off as desired to raise or lower demand Requires installation of control on the water heater unit and grid control software Customer has the option to rent a grid controlled water heater instead of purchasing a unit Typical Measure Mix: Water heating Demand Impacts: Low Energy Impacts: Low 18

19 Residential Thermal Storage (GIWH) Modeling assumptions Applicability Homes with electric storage water heaters Unit savings assumptions Summer demand: kw per home, depending on LRZ Energy: 2 4 kwh per home, depending on LRZ and vintage Customer participation rates: No existing programs LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 19

20 Commercial Solar PV Strategic Elements: Designed to provide energy and peak demand reductions through the installation of solar photovoltaic units at customer sites Educate customers on solar tax credits, financing options, maintenance Third party implementation team recruits customers, performs pre-inspection, and installs the system Provides generation during peak hours of the days Target business customers with large peak demand Typically a kw system depending on size of facility Typical Measure Mix: HVAC equipment Water heating Lighting Refrigeration Motors Process Demand Impacts: High Energy Impacts: High 20

21 Commercial Solar PV Modeling assumptions Applicability Commercial and industrial buildings with flat or south-facing rooflines Unit savings assumptions Summer demand: 7 54 kw per customer, depending on LRZ Energy: 30,000 34,000 kwh per customer, depending on LRZ Customer participation rates: % LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 31,856 31,378 31,823 32,831 32,097 34,115 30,034 31,385 32,804 30,426 Unit impact (kw) LRZ part rate (2015) 0.01% 0.29% 0.77% 0.00% 0.00% 0.03% 0.00% 0.00% 0.00% 0.00% 21

22 Commercial Wind Turbines 22 Strategic Elements: Designed to provide energy and peak demand reductions through the installation of wind turbines at customer sites Educate customers on wind turbine tax credits, financing options, maintenance Third party implementation team recruits customers, performs pre-inspection, and installs the system Provides generation during peak hours of the days Target business customers with large peak demand Typically kw system depending on size of facility Typical Measure Mix: HVAC equipment Water heating Lighting Refrigeration Motors Process Demand Impacts: High Energy Impacts: High

23 Commercial Wind Turbines Modeling assumptions Applicability Customers with buildings that have a large area around them clear of trees and other obstruction to maximum effect of the wind Unit savings assumptions Summer demand: kw per customer, depending on LRZ Energy: 45,000 51,000 kwh per customer, depending on LRZ Customer participation rates: 0 0.3% LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 47,660 46,945 47,610 49,118 48,020 51,040 44,934 46,955 49,079 45,520 Unit impact (kw) LRZ part rate (2015) 0.31% 0.08% 0.02% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 23

24 Commercial Battery Storage Strategic Elements: Designed to provide peak demand reductions using battery packs installed at customer sites Program provides installation of battery packs that can be charged by solar or wind generation when demand is low Small battery pack can effectively offset peak usage for 2-3 hours Consumers can purchase batteries directly from the manufacturer, but generally these would be installed by contractors alongside solar PV or wind, to maximize the flexibility of the generation system Typical Measure Mix: HVAC equipment Water heating Lighting Refrigeration Motors Process Demand Impacts: Medium Energy Impacts: Medium 24

25 Commercial Battery Storage Modeling assumptions Applicability Customers with solar PV, wind or combined heat and power Unit savings assumptions Summer demand: kw per customer, depending on LRZ Energy: 900 1,020 kwh per customer, depending on LRZ Customer participation rates: No existing programs LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) , Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 25

26 Commercial Thermal Storage Strategic Elements: Primarily designed to work with chillers to store cold water or ice during off-peak hours for cooling during the peak hours. Used to manage building load or to balance load and generation in the power grid Customer can receive rebates based on anticipated demand shift Typical Measure Mix: Cooling Demand Impacts: Medium to High, depending on storage strategy Energy Impacts: Low to negative 26

27 Commercial Thermal Storage Modeling assumptions Applicability Commercial or industrial buildings with chillers Unit savings assumptions Summer demand: kw per customer, depending on LRZ Energy: 4,800 7,100 kwh per customer, depending on LRZ Customer participation rates: No existing programs LRZ 1 LRZ 2 LRZ 3 LRZ 4 LRZ 5 LRZ 6 LRZ 7 LRZ 8 LRZ 9 LRZ 10 Unit impact (kwh) 5,873 5,609 5,855 6,413 6,007 7,124 4,865 5,613 6,398 5,082 Unit impact (kw) LRZ part rate (2015) 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 27

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