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Microgrid Market Operations with
Distribution System Operators
Mohammad Shahidehpour, IEEE Fellow
Galvin Center for Electricity Innovation
Illinois Institute of Technology
2
n Smart	Grid
n Advanced	monitoring	and	sensing	devices,	sophisticated	
meters,	and	real-time	communication	and	control	
infrastructures.
n Self	generation,	Controllable	loads,	Community	storage
n Microgrids	with	distributed	generation	and	storage	devices
n Aggregation	of	small	customers	with	shiftable/curtailable	
loads
n Large	customers	with	on-site	generation	and	storage	
systems	and	curtailable	and	shiftable/deferrable	loads	
Changing Energy Landscape
Goal:	Enhance	the	Power	System	Reliability,	Resilience,	
Economics,	Security,	and	Sustainability
n Energy:
n Load	Shifting
n Peak	Shaving
n Load	
Reduction
n Deferred	Generation	
Investment
n Deferred	T&D	
Investment
n Reduced	O&M	Costs
n Distribution	Reliability:
n Lower	SAIFI
n Lower	CAIDI
n Power	Quality
n System	Reliability
n Capacity
n Ancillary	Services	
n Load	Following
n Balancing	Energy
Economic Social
Benefits of Microgrids/ Active Distribution Systems
Reliability Environmental
§ Green	House	Gas	Reduction
§ Higher	Renewable	Portfolio	
Standard	Compliance
§ Renewable	Energy	Credits
§ Enhanced	Energy	
Independence
§ Enhanced	Economic	
Development
§ Improved	Customer	
Satisfaction
§ Improved	Customer	Choice
Presumer Values
n Seams between Wholesale and Retail Markets
n Operational
n Scheduling Practices and Protocols
n Retail and Wholesale Coordination
n Impact of Voltage Level on Load Aggregation/Demand Response
n Distribution Congestion Management
n Pricing Mechanism
n Optimal Scheduling Practices
n Bus LMPs versus Distribution LMPs
n Rate-Setting Process/Retail Tariffs
n Distribution Charges
Microgrid Market Challenges
Bulk Power Products
• Day-Ahead Energy
• Real-Time Energy
• Balancing Energy
• Non Spinning Reserves
• Spinning Reserves
• Regulation
Capability Data/
Telemetry
Dispatch
Instructions
DSO Data
• Generation/Load Data
• Time of Use
• Critical Peak Price
• Dynamic Pricing
• Commercial/Industrial Curtailment
Contracts
• Direct Load Control Options
• Etc
Bulk Power Limits
• Pmax , Pmin
• Ramp Rate
• Min/Max Up & Down Time
• Incremental Cost Curve
DSO :Closing the Gap with ISO
(Retail and Wholesale Operations)
Bulk	Power	
Markets
DSO
Dispatch	&	Operations
Microgrid
Substation
Transmission
Operator
Large
Generators
Substation
PCC
Microgrid
Substation
DSO as a Partner to Microgrids / Presumers
7
8
9
10
Community	Microgrid	In	Chicago
11
12
DSO’s Decision Making Model
ISO’s Operation Model
DSO Model
Microgrids/Load Aggregators with
DR Flexibility
13
DSO’s Decision Making Model
14
ISO’s Day-Ahead Operation with DSO
n Generation	Capacity	Cost	Savings
n Annual	Savings	per	MW	of	DR:	$40K	- $120K
n NPV:	$300K	- $900K	per	MW	of	DR	
Note:	NPV	Cost	of	a	CT	~	$600K	per	MW
n Energy	Cost	Savings
n A	few	thousand	dollars	per	MW	of	DR	per	year
n NPV Range:	$50K - $200K per	MW	of	DR
n T&D Cost	Savings
n Sample	quotes	(different	among	Regions	)
n High	Annual	Savings	NPV:	$1.5M	per	MW	of	DR
n Low	Annual	Savings	NPV:	$200K	per	MW	of	DR
n Savings/Revenues	 from	Ancillary	Services
n A	few	thousand	dollars	per	MW	of	DR	per	year
n NPV	Range:	$50K	- $200K	per	MW	of	DR	
n Total	Cost	Savings	per	MW	of	DR
n NPV:	$600K	- $2.8M	per	MW	of	DR
	$-
	$200
	$400
	$600
	$800
	$1,000
	$1,200
	$1,400
	$1,600
Generation T&D Energy	Cost Ancillary
Services
$K	
DR Benefits Offered by DSO
$0.00
$10.00
$20.00
$30.00
$40.00
$50.00
$60.00
$70.00
$80.00
$90.00
$100.00
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
LMP	($/MWh)
Hour	of	the	Day
Average	Summer	Day	RT	LMP	(Anaheim;	June-September)
Average	of	Hours		Ending 1	through	8:	$20.50
Average	of	Hours	Ending	14	through	21:	$47.71
Potential Impact of Summer DR :
• Fixed DR Schedule: $26,000/MW DR
• Optimal DR Schedule: $49,000/MW DR
Load Shifting Benefits

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21 WIPP recovery and Operational Safety
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20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
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18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
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17 Salt Reconsolidation
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16 Reconsolidation of granular salt (DAEF report)
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14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
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13 "New results of the KOSINA project - Generic geological models / Integrity...
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12 Salt testing: Low deviatoric stress data
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09 Invited Lecture: Salt Creep at Low Deviatoric Stress
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  • 1. 1 Microgrid Market Operations with Distribution System Operators Mohammad Shahidehpour, IEEE Fellow Galvin Center for Electricity Innovation Illinois Institute of Technology
  • 2. 2 n Smart Grid n Advanced monitoring and sensing devices, sophisticated meters, and real-time communication and control infrastructures. n Self generation, Controllable loads, Community storage n Microgrids with distributed generation and storage devices n Aggregation of small customers with shiftable/curtailable loads n Large customers with on-site generation and storage systems and curtailable and shiftable/deferrable loads Changing Energy Landscape Goal: Enhance the Power System Reliability, Resilience, Economics, Security, and Sustainability
  • 3. n Energy: n Load Shifting n Peak Shaving n Load Reduction n Deferred Generation Investment n Deferred T&D Investment n Reduced O&M Costs n Distribution Reliability: n Lower SAIFI n Lower CAIDI n Power Quality n System Reliability n Capacity n Ancillary Services n Load Following n Balancing Energy Economic Social Benefits of Microgrids/ Active Distribution Systems Reliability Environmental § Green House Gas Reduction § Higher Renewable Portfolio Standard Compliance § Renewable Energy Credits § Enhanced Energy Independence § Enhanced Economic Development § Improved Customer Satisfaction § Improved Customer Choice Presumer Values
  • 4. n Seams between Wholesale and Retail Markets n Operational n Scheduling Practices and Protocols n Retail and Wholesale Coordination n Impact of Voltage Level on Load Aggregation/Demand Response n Distribution Congestion Management n Pricing Mechanism n Optimal Scheduling Practices n Bus LMPs versus Distribution LMPs n Rate-Setting Process/Retail Tariffs n Distribution Charges Microgrid Market Challenges
  • 5. Bulk Power Products • Day-Ahead Energy • Real-Time Energy • Balancing Energy • Non Spinning Reserves • Spinning Reserves • Regulation Capability Data/ Telemetry Dispatch Instructions DSO Data • Generation/Load Data • Time of Use • Critical Peak Price • Dynamic Pricing • Commercial/Industrial Curtailment Contracts • Direct Load Control Options • Etc Bulk Power Limits • Pmax , Pmin • Ramp Rate • Min/Max Up & Down Time • Incremental Cost Curve DSO :Closing the Gap with ISO (Retail and Wholesale Operations) Bulk Power Markets DSO Dispatch & Operations Microgrid Substation Transmission Operator Large Generators Substation PCC Microgrid Substation
  • 6. DSO as a Partner to Microgrids / Presumers
  • 7. 7
  • 8. 8
  • 9. 9
  • 10. 10
  • 12. 12 DSO’s Decision Making Model ISO’s Operation Model DSO Model Microgrids/Load Aggregators with DR Flexibility
  • 15. n Generation Capacity Cost Savings n Annual Savings per MW of DR: $40K - $120K n NPV: $300K - $900K per MW of DR Note: NPV Cost of a CT ~ $600K per MW n Energy Cost Savings n A few thousand dollars per MW of DR per year n NPV Range: $50K - $200K per MW of DR n T&D Cost Savings n Sample quotes (different among Regions ) n High Annual Savings NPV: $1.5M per MW of DR n Low Annual Savings NPV: $200K per MW of DR n Savings/Revenues from Ancillary Services n A few thousand dollars per MW of DR per year n NPV Range: $50K - $200K per MW of DR n Total Cost Savings per MW of DR n NPV: $600K - $2.8M per MW of DR $- $200 $400 $600 $800 $1,000 $1,200 $1,400 $1,600 Generation T&D Energy Cost Ancillary Services $K DR Benefits Offered by DSO
  • 16. $0.00 $10.00 $20.00 $30.00 $40.00 $50.00 $60.00 $70.00 $80.00 $90.00 $100.00 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 LMP ($/MWh) Hour of the Day Average Summer Day RT LMP (Anaheim; June-September) Average of Hours Ending 1 through 8: $20.50 Average of Hours Ending 14 through 21: $47.71 Potential Impact of Summer DR : • Fixed DR Schedule: $26,000/MW DR • Optimal DR Schedule: $49,000/MW DR Load Shifting Benefits