Data Miner 2 11/20/ PJM 2017

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1 Data Miner 2 11/20/2017

2 Data Miner 2 Data Miner 2 will become the central data repository and interface for PJM public data. Key Product Features - Unified / highly available interface for all PJM public data - APIs available for system to system integrations - Metadata available - Large Data Export feature available. Download limits are as follows: UI Up to One Million Rows. API Up to 50K Rows 2

3 Data Miner 2 Roadmap Q Q Q Q Q Q Data Miner 2 Beta Testing (18 feeds) : May 15 5 min LMP Feedback due: Jul 31 Go Live - Phase 1: August 15 Hourly RT and DA LMP flat files no longer posted on pjm.com Begin Phased Retirements Legend Start Date End Date 3

4 5 Min LMPs Postings impacted by 5 Minute Settlements. Hourly RT LMPs Daily and the Monthly files Ancillary Services Hourly DA LMPs - Daily and the Monthly files No new postings on pjm.com after February 2018 Existing postings remain on pjm.com till Q

5 Demo sessions will be setup for API Developer Portal / UI. Future Plans Enhanced visualization possible in future based on member feedback and interests. More data will be available via Data Miner 2, with increased reliability, performance and ease-of-use. Existing flat files will be retired approximately one year after Go Live. Targeting Q to begin retiring existing pjm.com postings. NOTE-1: Hourly RT and DA LMP flat files will no longer be posted on pjm.com after February 2018 NOTE-2: Planning Operational Data & edatafeed in 2018Q4 with 1 year parallel period. More details to follow 5

6 Technical Features Similar look and feel to Data Miner Data Miner 2 hosted on Microsoft Azure Cloud Platform Filtering, Pagination and Sorting Data Dictionary Search RESTful web API services Supports multiple Data Formats JSON XML Versioning 6

7 Support Issues Issue Resolution Status Multiple User accounts with same address Targeted for Q4 In Progress DA LMP postings are delayed In Development In Progress Notifications mechanism for when a feed is updated In Development In Progress Enhanced API Guide and API code samples In Development In Progress 7

8 Feed List Feed Name Feed Short Name Current URL Fixed Weighted Average Aggregate Definitions agg_definitions Monthly Financial Transmission Rights Zonal LMPs mnt_ftr_zonal_lmps Day-Ahead Transmission Constraints da_transconstraints Real-Time Hourly LMPs rt_hrl_lmps Ancillary Service LMPs ancillary_services Day-Ahead Hourly LMPs da_hrl_lmps Hourly Day-Ahead Increment Offer & Decrement Bid Data hrl_da_incs_decs Daily Generation Capacity day_gen_capacity Hourly Day-Ahead Demand Bids hrl_da_demand_bids Nodal Reference Prices for Export Credit Screening nodal_ref_prices Day Ahead Marginal Value da_marginal_value 8

9 Feed List (cont d) Feed Name Feed Short Name Current URL Real Time Transmission Constraints rt_transn_constraints Forecasted Interface Prices frcstd_interface_prices Hourly Demand Bid Data hrl_dmd_bids Nodal Reference Prices for Increment Offer & Decrement Bid Screening nodal_refe_prices_incdec Up-to-congestion Bid Screening utc_bid_screening Day-Ahead Scheduling Reserve dasr_results Non-Synchronized Reserve non_sync_reserve PJM Regulation Zone Preliminary Billing Data reg_zone_prelim_bill Reconciliation Billing Determinants Preliminary Operating Reserves Rates prelim_or_rates RTO Synchronized Reserve Preliminary Billing Data sync_reserve_prelim_bill Seven-Day Load Forecast load_frcstd_7_day day-load-forecast.aspx Ancillary Service Market Results reserve_market_results 9

10 Feed List (cont d) Feed Name Feed Short Name Current URL PJM Synchronized Reserve Events sync_reserve_events PJM Historical Regulation Market Data reg_market_results Actual/Schedule Summary Report act_sch_interchange Forecasted Generation Outage Postings frcstd_gen_outages Generation outage for Seven days by type gen_outages_by_type Generation and Extra High Voltage Losses gen_ehv_losses Real-Time Scheduled Interchange rt_scheduled_interchange RTO Transfer Limit and Flows transfer_limits_and_flows Wind Generation Section: all years wind_gen Off-Cost Operations off_cost_ops Load Forecasts (Historical) load_frcstd_hist Hourly Load: Preliminary hrl_load_prelim Hourly Load: Estimated hrl_load_estimated Hourly Load: Metered hrl_load_metered Daily cleared INCs, DECs, and UTCs day_inc_dec_utc 10

11 Feed List (cont d) FTR Auction Bids - Annual Feed Name Feed Short Name Current URL ftr_bids_annual FTR Auction Bids - Long-Term ftr_bids_long_term FTR Auction Bids - Monthly ftr_bids_mnt da_interface_flows_and_li Day Ahead Interface Flows and Limits mits Monthly Load - Reconciliation Billing Determinants bill_deter_mnt_load Load Reconciliation Billing Determinants - Hourly load_recon_bill_deter_hrl y Real-Time Marginal Value rt_marginal_value Operations Summary - Projected Area Statistics at Peak ops_sum_frcst_peak_area Operations Summary - Projected RTO Statistics at Peak ops_sum_frcst_peak_rto Operations Summary - Projected Scheduled Tie Flow ops_sum_prjctd_tie_flow Operations Summary - Forecast Transfer Limits ops_sum_frcstd_tran_lim Operations Summary - Actual Operational Statistics ops_sum_prev_period 11

12 Feed List (cont d) Feed Name Feed Short Name Current URL Monthly Equivalent Forced Outage Rates Generation Fuel Mix Daily Uplift By Zone mnt_efor gen_by_fuel day_uplift The pie chart that is present at this location Pricing Nodes pnode Load Reconciliation Billing Determinants - Daily load_recon_bill_deter_daily Settlements Verified LMPs rt_da_monthly_lmps Settlements Verified Ancillary LMPs ancillary_services_monthly 12

13 Data Miner 2 Support API Guide 2.aspx Data Miner 2 Support Please Contact: DataMiner2Support@pjm.com Please visit Tech Change Forum Community page for Knowledge base on Support issues 13

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