publicly available ny energy data

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Publicly Available NY Energy Data Lucas Finco

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The event is hosted by Vivian Zhang at NYC Open Data Meetup Event link:http://www.meetup.com/NYC-Open-Data/events/147381472/ Copyright owner: Lucas Finco

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Page 1: Publicly Available NY Energy Data

Publicly Available NYEnergy DataLucas Finco

Page 2: Publicly Available NY Energy Data

Table of Contents

I. NYISO DataII. Case Study: ConEd RatesIII. NY Public Service Commission

Page 3: Publicly Available NY Energy Data

Disclaimer

Page 4: Publicly Available NY Energy Data

De-Regulated Market• Generation & Transmission• Competitive Marketplace• Market “managed” by an Independent System Operator• NYISO in NY (1999)

• Distribution• Regulated Utilities (ConEd)• NY Public Service Commission (PSC)

Page 5: Publicly Available NY Energy Data

De-Regulated Market

Page 6: Publicly Available NY Energy Data

De-Regulated Market

NYISO managed ConEd regulated NY PSC

Page 7: Publicly Available NY Energy Data

Load Duration Curve• “Most important chart in energy”• Helps determine generation mix in NY state

Page 8: Publicly Available NY Energy Data

Load Duration Curve• Download NY load area electric loads by hour from NYISO

website:• http://www.nyiso.com• Market & Operation Data• Load Data• NYISO Hourly Loads

Page 9: Publicly Available NY Energy Data

nyiso_loads.csv

Year Month Day Hr1 Hr2 Hr3 Hr4 Hr5 Hr62013 1 1 16469 15722 15045 14643 14528 146942013 1 2 16201 15734 15420 15366 15663 166132013 1 3 17133 16510 16166 16064 16320 172802013 1 4 16807 16137 15727 15605 15801 166772013 1 5 16562 15869 15374 15141 15124 154022013 1 6 16096 15345 14910 14648 14609 147972013 1 7 15207 14706 14420 14372 14676 156972013 1 8 16190 15553 15255 15159 15386 163672013 1 9 15756 15211 14903 14835 15084 160702013 1 10 15446 14805 14436 14352 14558 155842013 1 11 15608 15000 14658 14568 14790 157262013 1 12 15396 14661 14217 13987 13976 142922013 1 13 14930 14222 13791 13571 13527 137132013 1 14 14221 13745 13463 13408 13661 146342013 1 15 15146 14699 14380 14307 14582 155672013 1 16 15696 15135 14850 14793 15032 15969

Page 10: Publicly Available NY Energy Data

NY Load Plot• Melt, then plot:

Page 11: Publicly Available NY Energy Data

NY Load Duration Curve• Then sort by load:

Page 12: Publicly Available NY Energy Data

Zone Map

Page 13: Publicly Available NY Energy Data

Table of Contents

I. NYISO DataII. Case Study: ConEd RatesIII. NY Public Service Commission

Page 14: Publicly Available NY Energy Data

ConEd Rates• Download ConEdison rate documents here:• http://www.coned.com/rates

• Click on Electric Rates and Tariffs • Then Service Classifications ("SC"s)• We will be tackling SC 2 – Small Business (pg. 10)• Rate 1 – Non-time-of-day rate• Rate 2 – Time-of-day rate (on peak/off peak)

Page 15: Publicly Available NY Energy Data

SS - Customer Charge

SC2 General - SmallRate I Customer Charge 24.06 per Month June, July, August, and September first 2,000 kWhr 9.91 cents/kWhr over 2,000 kWhr 6.19 cents/kWhr Other Months first 2,000 kWhr 8.35 cents/kWhr over 2,000 kWhr 4.55 cents/kWhr Weighted Average 8.87 cents/kWhr Rate II Customer Charge 29.18 per Month June, July, August, and September on peak M-F 8a-10p 21.21 cents/kWhr off peak 0.77 cents/kWhr Other Months on peak M-F 8a-10p 10.44 cents/kWhr off peak 0.77 cents/kWhr

Page 16: Publicly Available NY Energy Data

Cost of Energy• SC 2 refers to Rule 25 for Supply Charge:

Rules 25 through 30 and Application Forms

Page 17: Publicly Available NY Energy Data

GR-25The MSC includes the following cost components, adjusted for losses:

(1) the cost of energy based on NYISO market prices;(2) the cost of capacity based on NYISO market prices;(3) Ancillary Services Charges including certain NYISO Schedule 1

charges, such as the Scheduling,System Control & Dispatch ("S, SC & D") Service Charge, Local

Reliability S, SC & D ServiceCharge and Market Administration and Control Area Service Charge,

and any other NYISOcommodity-related charges;(4) NYPA Transmission Adjustment Charge (“NTAC”); and(5) certain other transmission-related charges and credits.

Page 18: Publicly Available NY Energy Data

Cost of Energy• Get from the NYISO http://

www.nyiso.com/public/markets_operations/market_data/custom_report

• Day-Ahead Market LBMP – Zonal• Dunwood – Southern Westchester• Millwood – Northern Westchester• N.Y.C …

Page 19: Publicly Available NY Energy Data

Location Based Marginal Price

12/31/2011 22:00 DUNWOD 61760 35.1 2.96 0 112/31/2011 22:00 MILLWD 61759 35.13 2.99 0 112/31/2011 22:00 N.Y.C. 61761 35.37 3.21 -0.01 112/31/2011 23:00 DUNWOD 61760 33.56 2.62 -0.09 112/31/2011 23:00 MILLWD 61759 33.62 2.68 -0.09 112/31/2011 23:00 N.Y.C. 61761 33.84 2.9 -0.09 1

AVERAGE 48.19051979 in $/MWhr4.819051979 in cents/kWhr

Page 20: Publicly Available NY Energy Data

Cost of Energy• We will take a simple average of the three

12/31/2011 22:00 DUNWOD 61760 35.1 2.9612/31/2011 22:00 MILLWD 61759 35.13 2.9912/31/2011 22:00 N.Y.C. 61761 35.37 3.2112/31/2011 23:00 DUNWOD 61760 33.56 2.6212/31/2011 23:00 MILLWD 61759 33.62 2.6812/31/2011 23:00 N.Y.C. 61761 33.84 2.9

AVERAGE 48.19051979 in $/MWhr4.819051979 in cents/kWhr

Page 21: Publicly Available NY Energy Data

Cost of Capacity• Get from NYISO

http://www.nyiso.com/public/markets_operations/market_data/icap/index.jsp

Summer 2011

Strip Auction Results for UCAP, Auction Starting 05/2011

Posted Date: 03/31/2011 16:37 PM

LI

Awarded (MW) 1.2

   Price ($/kW - Month) $0.55

NYC

Awarded (MW) 726.5

   Price ($/kW - Month) $13.54

Page 22: Publicly Available NY Energy Data

SS - Energy & Capacity

Cost of EnergyNYISO 2011 AverageZones H, I, & J 4.82 cents/kWhr

Cost of CapacityNYC Strip AuctionSummer 2011 13.54 $/kW-Monthestimated power 3 kWhours per month 732 hr/MonthEstimate 5.55 cents/kWhr

Page 23: Publicly Available NY Energy Data

Ancillary Services & NTAC• Get from ConEd.com/rates• Click on this link for additional information on supply charges• Ancillary Services Charges and New York Power Authority (NYP

A)Transmission Adjustment Charges (“NTAC”)

Page 24: Publicly Available NY Energy Data

Ancillary Services & NTAC

Summary of "Ancillary Services Charges" and NYPATransmission Adjustment Charges ("NTAC")Applicable to electric customers who purchase supply from Con Edison

Date ASC NTAC(in cents/kWh) (in cents/kWh)NYC Westchester NYC Westchester

1/12/2011 0.2243 0.2243 0.0659 0.06592/11/2011 0.3676 0.3676 0.0693 0.06933/15/2011 0.2762 0.2762 0.0845 0.08454/13/2011 0.2423 0.2423 0.0965 0.09655/12/2011 0.2289 0.2289 0.0907 0.09076/13/2011 0.2195 0.2195 0.1254 0.12547/13/2011 0.5922 0.5922 0.1349 0.13498/11/2011 0.2455 0.2455 0.0723 0.07239/12/2011 0.3855 0.3855 0.0659 0.0659

10/12/2011 0.2027 0.2027 0.0475 0.047511/9/2011 0.1868 0.1868 0.0637 0.0637

12/13/2011 0.1773 0.1773 0.0679 0.0679

Average 0.279066667 0.082041667

Page 25: Publicly Available NY Energy Data

MSC Adjustment Factors• ConEd.com/rates• Summary of Statement of Adjustment Factors – MSC

Page 26: Publicly Available NY Energy Data

Merchant Function Charge• ConEd.com/rates• Statement of Merchant Function Charge

Page 27: Publicly Available NY Energy Data

SS – Miscellaneous

Ancillary Services Charges2011 Average 0.279 cents/kWhr

NTAC2011 Average 0.082 cents/kWhr

MSC Adjustments-0.434 cents/kWhr

MFC0.4507 cents/kWhr

Othercents/kWhr

SC 2 Rate estimate 19.6 cents/kWhr

Page 28: Publicly Available NY Energy Data

Table of Contents

I. NYISO DataII. Case Study: ConEd RatesIII. NY Public Service Commission

Page 29: Publicly Available NY Energy Data

NYS Public Service Commission• http://www.dps.ny.gov/• More...• Case 07-M-0548 - Energy Efficiency Portfolio Standard • EEPS HOME

• SEARCH -> Latest Filings (All Documents)• DMM (Document and Matter Management)• Case 09-E-0115 – Demand Response fillings

Page 30: Publicly Available NY Energy Data

Questions?