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README.md

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+---
+license: cc-by-nc-4.0
+task_categories:
+- tabular-classification
+- tabular-regression
+- time-series-forecasting
+tags:
+- synthetic-data
+- smart-grid
+- ami
+- advanced-metering-infrastructure
+- smart-meter
+- der
+- distributed-energy-resources
+- solar-pv
+- bess
+- battery-energy-storage
+- ev-charging
+- wind-micro
+- fuel-cell
+- chp
+- demand-response
+- openadr
+- ieee-2030-5
+- ieee-1547
+- ieee-519
+- ansi-c84-1
+- ansi-c12-19
+- iec-61968
+- cim
+- two-way-power-flow
+- reverse-power-flow
+- voltage-regulation
+- volt-var
+- volt-watt
+- cvr
+- conservation-voltage-reduction
+- microgrid
+- islanding
+- grid-edge
+- grid-edge-analytics
+- power-quality
+- thd
+- harmonics
+- power-factor
+- net-metering
+- prosumer
+- hosting-capacity
+- short-circuit-ratio
+- recloser
+- sectionalizer
+- statcom
+- protection-relay
+- fault-detection-isolation
+- flisr
+- dsm
+- demand-side-management
+- tou
+- cpp
+- rtp
+- dlc
+- vpp
+- virtual-power-plant
+pretty_name: ENR005 — Synthetic Smart Grid Dataset (Sample)
+size_categories:
+- 10K<n<100K
+configs:
+- config_name: ami_telemetry
+  data_files: enr005_ami_telemetry.parquet
+- config_name: der_timeseries
+  data_files: enr005_der_timeseries.parquet
+- config_name: power_flow
+  data_files: enr005_power_flow.parquet
+- config_name: grid_edge
+  data_files: enr005_grid_edge.parquet
+- config_name: dr_events
+  data_files: enr005_dr_events.parquet
+- config_name: meter_registry
+  data_files: enr005_meter_registry.parquet
+- config_name: der_registry
+  data_files: enr005_der_registry.parquet
+---
+
+# ENR005 — Synthetic Smart Grid Dataset (Sample Preview)
+
+**XpertSystems.ai | Synthetic Data Factory | Energy & Climate Vertical**
+
+A **six-table smart grid AMI/DER dataset** spanning the distribution-edge
+data stack: smart meter (AMI) telemetry, DER asset registry and timeseries
+(Solar PV, Battery ESS, EV chargers, Wind Micro, Fuel Cell, CHP),
+OpenADR-compatible demand response event logs, feeder-level two-way
+power flow, and grid edge device analytics (smart inverters, Volt-VAR,
+protection relays, microgrid islanding, power quality disturbances).
+Calibrated benchmark-first against **IEEE 2030.5**, **IEEE 1547**,
+**IEEE 519**, **ANSI C84.1**, **ANSI C12.19**, **OpenADR 2.0b**,
+**IEC 61968 CIM**, and **EPRI demand response benchmarks**.
+
+This is the **sample preview** — 30 meters × 5 feeders × 25 DER assets ×
+2 days × 15-min cadence (~14K records across 7 tables, ~2.6 MB). The
+full product covers 5,000 meters × 20 feeders × 1,500 DER assets × full
+annual cycle (~1.4B records) with N-1 grid stress scenarios, evening
+EV charging surge, high-solar reverse flow events, and microgrid
+islanding scenarios pre-built.
+
+---
+
+## Dataset summary
+
+| Table | Rows (sample) | What it contains |
+|---|---:|---|
+| `ami_telemetry` | 5,760 | Per-meter 15-min telemetry: interval kWh, active/reactive/apparent power, voltage, current, THD, power factor, net metering, outage/tamper flags, data quality |
+| `der_timeseries` | 4,800 | Per-DER 15-min operational data: output kW, capacity, SOC (BESS/EV), charge/discharge rates, solar irradiance, inverter status, availability, grid-forming flag |
+| `dr_events` | ~174 | OpenADR event participation: program type, signal type, baseline, target/actual reduction, performance %, rebound, opt-out, comfort score, incentive paid |
+| `power_flow` | 960 | Feeder-level two-way flow: direction (FORWARD/REVERSE/BIDIRECTIONAL), gross/net/reverse load, voltage regulation, voltage rise from DER, feeder loading %, reactive kVAR, distribution losses |
+| `grid_edge` | 2,400 | Edge device ops: Smart Inverter / STATCOM / Volt-VAR / Recloser / Sectionalizer / Cap Bank / DSTATCOM, microgrid mode, islanding detection, protection relay events, PQ disturbance type, hosting capacity, SCR |
+| `meter_registry` | 30 | Static meter metadata: feeder assignment, customer class, DER ownership flags, vintage year, tariff code, service voltage, contract demand |
+| `der_registry` | 25 | Static DER metadata: type, capacity, install year, manufacturer, interconnection voltage, IEEE 1547 compliance, smart inverter capability |
+
+All seven tables are provided in both **CSV** and **Parquet**. They join on
+`meter_id`, `feeder_id`, `der_id`, and `timestamp_utc`.
+
+---
+
+## Calibration sources
+
+All ten validation metrics target named industry sources, not generator
+self-metrics:
+
+- **IEEE 2030.5** — smart energy profile (DER/EV/meter communications,
+  microgrid normal operations)
+- **IEEE 1547** — interconnection of distributed energy resources (service
+  voltage band, IEEE 1547-2018 anti-islanding)
+- **IEEE 519-2014** — harmonic control in electrical power systems (THD
+  limits)
+- **ANSI C84.1** — Electric Power Systems and Equipment — Voltage Ratings
+  (Range A 114-126V residential, ±5% from 120V nominal)
+- **ANSI C12.19** — utility industry end device data tables (AMI metering
+  data quality KPIs)
+- **OpenADR 2.0b** — demand response signaling protocol (event lifecycle,
+  enrollment, performance reporting)
+- **IEC 61968 CIM** — common information model for distribution management
+- **EPRI Demand Response Program Performance Benchmarks** — typical realized
+  reduction ratio 60-90% of targeted reduction
+- **Physics** — DER nameplate capacity envelope, BESS SOC bounds [0, 100]%,
+  mass balance (net = gross − DER generation)
+
+---
+
+## Validation scorecard (seed = 42)
+
+10/10 PASS · **Grade A+ (100%)** across all six canonical seeds (42, 7, 123, 2024, 99, 1).
+
+| # | Metric | Observed | Target | Tol | Type | Source |
+|---|---|---:|---:|---:|---|---|
+| 1 | `residential_voltage_ansi_C84_range_A_rate` | 1.000 | 0.98 | ±0.03 | FLOOR | ANSI C84.1 |
+| 2 | `power_factor_floor_0_80_rate` | 1.000 | 0.99 | ±0.01 | FLOOR | IEEE 519 / tariff |
+| 3 | `thd_ieee_519_8pct_compliance_rate` | 0.918 | 0.90 | ±0.05 | FLOOR | IEEE 519-2014 |
+| 4 | `bess_soc_in_valid_range_rate` | 1.000 | 0.99 | ±0.01 | FLOOR | Physics |
+| 5 | `der_within_capacity_envelope_rate` | 1.000 | 0.99 | ±0.01 | FLOOR | Physics |
+| 6 | `feeder_voltage_pu_ansi_band_rate` | 1.000 | 0.95 | ±0.05 | FLOOR | ANSI C84.1 / IEEE 1547 |
+| 7 | `power_flow_net_equals_gross_minus_der_rate` | 1.000 | 0.99 | ±0.01 | FLOOR | Mass balance |
+| 8 | `microgrid_grid_connected_share` | 0.987 | 0.98 | ±0.03 | two-sided | IEEE 2030.5 / IEEE 1547-2018 |
+| 9 | `dr_performance_mean_pct` | 73.96 | 75.0 | ±10.0 | two-sided | EPRI DR Performance |
+| 10 | `ami_data_quality_valid_rate` | 0.968 | 0.95 | ±0.05 | FLOOR | ANSI C12.19 / AMI KPI |
+
+---
+
+## Schema highlights
+
+### `ami_telemetry` (5,760 rows × 16 cols)
+`meter_id`, `feeder_id`, `customer_class` (Residential / Commercial_SMB /
+Commercial_Large / Industrial), `timestamp_utc`, `interval_kwh`,
+`net_metering_kwh`, `active_power_kw`, `reactive_power_kvar`,
+`apparent_power_kva`, `power_factor`, `voltage_v`, `current_a`, `thd_pct`,
+`outage_flag`, `tamper_flag`, `data_quality_flag` (VALID / ESTIMATED /
+MISSING / SUBSTITUTED).
+
+### `der_timeseries` (4,800 rows × 11 cols)
+`der_id`, `der_type` (Solar_PV / Battery_ESS / EV_Charger / Wind_Micro /
+Fuel_Cell / CHP), `timestamp_utc`, `der_output_kw` (signed: + export, −
+import for EVs), `der_capacity_kw`, `state_of_charge_pct` (BESS/EV only),
+`charge_rate_kw`, `discharge_rate_kw`, `solar_irradiance_w_m2`,
+`inverter_status` (ONLINE / OFFLINE / CURTAILED / FAULT / MPPT),
+`der_availability_flag`, `grid_forming_flag`.
+
+### `dr_events` (~174 rows × 17 cols)
+`dr_event_id`, `meter_id`, `dr_program_type` (TOU / CPP / RTP / DLC /
+AutoDR / VPP_Dispatch), `dr_signal_type` (SHED / SHIFT / MODULATE /
+PRICE_SIGNAL / EMERGENCY), `dr_event_start_utc`, `dr_event_end_utc`,
+`duration_hours`, `baseline_kw`, `dr_target_reduction_kw`,
+`actual_reduction_kw`, `dr_performance_pct`, `non_event_baseline_kw`,
+`rebound_kw`, `dr_incentive_paid_usd`, `customer_opt_out_flag`,
+`comfort_score`, `customer_class`.
+
+### `power_flow` (960 rows × 14 cols)
+`feeder_id`, `timestamp_utc`, `power_flow_direction` (FORWARD / REVERSE /
+BIDIRECTIONAL), `gross_load_kw`, `der_generation_kw`, `net_load_kw`,
+`reverse_flow_kw`, `feeder_loading_pct`, `voltage_regulation_pu`,
+`voltage_rise_pu`, `reactive_kvar`, `conservation_voltage_reduction_factor`,
+`substation_load_kw`, `distribution_losses_pct`, `thermal_rating_kw`.
+
+### `grid_edge` (2,400 rows × 13 cols)
+`feeder_id`, `device_id`, `edge_device_type` (Smart_Inverter / STATCOM /
+Volt_VAR / Recloser / Sectionalizer / Cap_Bank / DSTATCOM),
+`timestamp_utc`, `volt_var_mode` (VOLT_VAR / VOLT_WATT / CONSTANT_PF /
+FIXED_Q), `reactive_power_support_kvar`, `feeder_automation_status`
+(MANUAL / AUTOMATIC / FASR / FLISR), `islanding_detection_flag`,
+`microgrid_mode` (GRID_CONNECTED / ISLANDED / TRANSITIONING),
+`protection_relay_event` (PICKUP / TRIP / RECLOSE / LOCKOUT / NORMAL),
+`pq_disturbance_type` (SAG / SWELL / INTERRUPTION / HARMONIC / FLICKER /
+NORMAL), `hosting_capacity_kw`, `short_circuit_ratio`.
+
+---
+
+## Suggested use cases
+
+- **AMI load disaggregation** — train NILM (non-intrusive load monitoring)
+  models to separate base load, HVAC, EV charging, and solar from
+  `interval_kwh` and `net_metering_kwh`
+- **DER forecasting** — short-horizon prediction of `der_output_kw` for
+  solar PV from irradiance + cloud features; wind micro turbine output
+  from synthetic wind speeds
+- **BESS dispatch optimization** — learn charge/discharge policies from
+  `bess_soc_pct`, time-of-day, and feeder loading signals
+- **EV charging behavior modeling** — predict charging session start time,
+  duration, and energy from customer class, charge rate, and historical
+  patterns
+- **Demand response performance prediction** — regressor for
+  `dr_performance_pct` and `actual_reduction_kw` from baseline, signal
+  type, comfort score, and customer class
+- **VPP / aggregator dispatch ML** — train portfolio-level DR fleet
+  optimizers across heterogeneous customer classes
+- **Two-way power flow classification** — predict
+  `power_flow_direction` from DER generation, gross load, and
+  feeder topology features
+- **Voltage rise modeling on high-PV feeders** — ML to predict
+  `voltage_rise_pu` from `der_generation_kw`, R/X impedances, and
+  feeder loading
+- **Volt-VAR control optimization** — train smart inverter Volt-VAR
+  curves from PCC voltage and feeder loading conditions
+- **Microgrid islanding detection** — anomaly/classification on
+  `islanding_detection_flag`, `protection_relay_event`,
+  `pq_disturbance_type` joint signals
+- **Hosting capacity prediction** — regressor for `hosting_capacity_kw`
+  given short-circuit ratio, R/X, and existing DER penetration
+- **Power quality classification** — multi-class on `pq_disturbance_type`
+  (SAG / SWELL / INTERRUPTION / HARMONIC / FLICKER) from voltage and
+  THD time-series features
+- **AMI data quality / outage detection** — classifier for
+  `outage_flag`, `tamper_flag`, and `data_quality_flag` transitions
+- **Net metering / prosumer billing analytics** — model bill components
+  from `net_metering_kwh`, TOU tier (joinable from registry), and
+  retail rate schedules
+
+---
+
+## Loading examples
+
+```python
+from datasets import load_dataset
+
+ami = load_dataset("xpertsystems/enr005-sample", "ami_telemetry", split="train")
+der = load_dataset("xpertsystems/enr005-sample", "der_timeseries", split="train")
+flow = load_dataset("xpertsystems/enr005-sample", "power_flow", split="train")
+print(ami.shape, der.shape, flow.shape)
+```
+
+```python
+import pandas as pd
+from huggingface_hub import hf_hub_download
+
+# Load AMI + DR events; join on meter_id
+ami = pd.read_parquet(hf_hub_download(
+    "xpertsystems/enr005-sample", "enr005_ami_telemetry.parquet",
+    repo_type="dataset",
+))
+dr = pd.read_parquet(hf_hub_download(
+    "xpertsystems/enr005-sample", "enr005_dr_events.parquet",
+    repo_type="dataset",
+))
+
+# Per-class DR performance
+print(dr.groupby("customer_class")["dr_performance_pct"].agg(["mean", "std", "count"]))
+```
+
+```python
+# Compute net feeder demand profile
+import pandas as pd
+from huggingface_hub import hf_hub_download
+
+flow = pd.read_parquet(hf_hub_download(
+    "xpertsystems/enr005-sample", "enr005_power_flow.parquet",
+    repo_type="dataset",
+))
+flow["t"] = pd.to_datetime(flow["timestamp_utc"])
+flow["hour"] = flow["t"].dt.hour
+hourly = flow.groupby("hour").agg(
+    gross=("gross_load_kw", "mean"),
+    der=("der_generation_kw", "mean"),
+    net=("net_load_kw", "mean"),
+).round(2)
+print(hourly)  # see the duck-curve shape
+```
+
+```python
+# Check power flow direction transitions per feeder
+import pandas as pd
+from huggingface_hub import hf_hub_download
+
+flow = pd.read_parquet(hf_hub_download(
+    "xpertsystems/enr005-sample", "enr005_power_flow.parquet",
+    repo_type="dataset",
+))
+for fid, g in flow.groupby("feeder_id"):
+    g = g.sort_values("timestamp_utc")
+    transitions = (g["power_flow_direction"] != g["power_flow_direction"].shift()).sum() - 1
+    print(f"Feeder {fid[:8]}: {transitions} direction transitions, "
+          f"reverse rate = {(g['reverse_flow_kw'] > 1).mean():.3f}")
+```
+
+---
+
+## Limitations and honest disclosures
+
+This sample is calibrated for **structural fidelity, not bit-exact reproduction
+of any specific utility's AMI archive.** Specifically:
+
+- **AMI/DER/power_flow tables auto-truncate to 2 days** when `hours < 8760`
+  in the generator's `main()` (lines 791-794, 808-810, 829-830); `grid_edge`
+  truncates to 1 day (line 839). At this sample's hours=48 setting,
+  AMI/DER/flow all cover the full 48h while grid_edge covers 24h. **Time
+  ranges across tables don't align 1:1** — be aware when joining grid_edge
+  with other tables.
+- **Power factor distribution clips at 0.80** — generator uses
+  Beta(8,2) clipped to [0.80, 1.00], so values below 0.80 are pushed up
+  to exactly 0.80 (heavy mass at the lower bound). This matches utility
+  residential tariff minimums, but real Commercial_Large and Industrial
+  loads can dip to 0.70-0.85 without correction. Don't use this dataset
+  to study deep low-PF events.
+- **THD distribution has fat upper tails.** The generator's
+  `thd_base + exponential(1.5)` shifts ~60% of rows above the IEEE 519 5%
+  residential limit, with ~8% above the 8% short-duration bound. **For PQ
+  research, treat these as bus-level coupled THD, not point-of-common-
+  coupling compliance measurements.**
+- **Distribution losses average 0.46%** (Beta(2,20)×5), well below the
+  US industry typical 4-7% range. The generator's loss distribution is
+  intentionally narrow for compact statistical learning; **do not use
+  `distribution_losses_pct` for absolute loss benchmarking.**
+- **Reverse power flow at sample scale fires rarely.** At ~6 meters per
+  feeder × default 35% solar penetration, DER generation seldom exceeds
+  gross load. The full product activates reverse flow via the
+  `High_Solar_Day` scenario config (`solar_penetration=0.65`).
+  Wrapper validates the STRUCTURAL identity (`reverse_flow_kw =
+  max(0, -net_load_kw)` and `net_load_kw = gross_load_kw -
+  der_generation_kw`) rather than an aggregate rate.
+- **`hosting_capacity_kw` and `short_circuit_ratio` are sampled per-row**
+  (not per-device-or-feeder properties). Use as advisory features in ML
+  pipelines, not as static topology attributes.
+- **`interconnect_status` (CONNECTED / CURTAILED / TRIPPED / ISLANDED)
+  on grid_edge is sampled independently of generation flow** at the
+  feeder level. Treat as device-state telemetry, not a causal label
+  for a flow event.
+- **`solar_irradiance_w_m2` is a simplified mid-US-latitude clear-sky
+  model** (latitude hardcoded to 37.5°). All meters share the same
+  solar noon and seasonal cycle. **Do not use for geographically-
+  varying PV studies** — use the full product or join with ENR-002 for
+  per-site irradiance.
+- **DR event participation uses an O(N) pandas lookup per participant**
+  in the generator's `generate_dr_events` (line 426-427). At sample
+  scale (30 meters × 12 events × ~50% enrollment ≈ 180 participants)
+  it's fast (< 0.1s); the full product (5000 meters × 48 events × ~50%
+  enrollment ≈ 120,000 participants) runs slower. Not a data-quality
+  issue, just a perf note.
+- **Solar PV `der_output_kw` is non-negative; EV charger `der_output_kw`
+  is non-positive (load convention).** When aggregating "DER export"
+  use `der_output_kw.where(der_output_kw > 0).sum()` to avoid loads
+  canceling generation.
+- **`dr_events.start_utc` references the full 12-month timestamp range**
+  via the generator's `months=12` hardcode (line 401), but **the
+  timestamp draw is bounded** by `len(timestamps) - 16`, so at sample
+  scale all events fall within the AMI window. This is by design but
+  is something to be aware of when adapting the generator.
+
+The full ENR005 product addresses these by per-site latitude-aware
+irradiance, broader PF / THD distributions, reverse-flow and EV-surge
+scenarios pre-built, multi-month time spans, and full meter/DER fleet
+scale — contact us for the licensed commercial release.
+
+---
+
+## Companion datasets in the Energy & Climate vertical
+
+- **ENR-001** — Synthetic Power Grid Operations Dataset (transmission-side
+  bus telemetry, line flows, generation dispatch, frequency, contingency)
+- **ENR-002** — Synthetic Renewable Energy Generation Dataset (utility-
+  scale solar/wind/hybrid SCADA, weather, forecast, PCC, BESS)
+- **ENR-003** — Synthetic Electricity Demand & Load Forecasting Dataset
+  (zone-level demand, multi-horizon forecasts, peak events, EV/DER, TOU,
+  LMP)
+- **ENR-004** — Synthetic Upstream Oil & Gas Production Dataset (well-
+  level production, decline curves, PVT, commodity prices, Subpart W
+  methane)
+- **ENR-005** — Synthetic Smart Grid Dataset (you are here) — **the
+  distribution-edge complement to ENR-001's transmission focus**: meter-
+  level AMI, behind-the-meter DER, OpenADR demand response, feeder
+  power flow, and grid edge analytics.
+
+Use **ENR-001 + ENR-005** together for full transmission + distribution
+grid ML workflows; combine with **ENR-002 + ENR-003** to add renewables
+and demand forecasting in the same modeling stack.
+
+For subsurface companion data (seismic, well logs, reservoir simulation,
+geological formations), see the **OIL series** (OIL-001 through OIL-004)
+in our [Oil & Gas vertical](https://huggingface.co/xpertsystems).
+
+For the broader catalog:
+- [Materials & Energy](https://huggingface.co/xpertsystems) — MAT-001
+- [Insurance & Risk](https://huggingface.co/xpertsystems) — 10 SKUs
+- [Cybersecurity](https://huggingface.co/xpertsystems) — 11 SKUs
+
+---
+
+## Citation
+
+```bibtex
+@dataset{xpertsystems_enr005_sample_2026,
+  author       = {XpertSystems.ai},
+  title        = {ENR005 Synthetic Smart Grid Dataset (Sample Preview)},
+  year         = 2026,
+  publisher    = {Hugging Face},
+  url          = {https://huggingface.co/datasets/xpertsystems/enr005-sample}
+}
+```
+
+---
+
+## Contact
+
+- **Web:** https://xpertsystems.ai
+- **Email:** pradeep@xpertsystems.ai
+- **Full product catalog:** Cybersecurity, Insurance & Risk, Materials & Energy,
+  Oil & Gas, Energy & Climate, and more
+
+**Sample License:** CC-BY-NC-4.0 (Creative Commons Attribution-NonCommercial 4.0)
+**Full product License:** Commercial — please contact for pricing.

enr005_ami_telemetry.parquet

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enr005_der_registry.csv

@@ -0,0 +1,26 @@
+der_id,der_type,der_capacity_kw,installation_year,manufacturer,interconnection_voltage_v,ieee_1547_compliant,smart_inverter_capable
+3a6444f5-2f42-450f-8350-8e7a3dedf7d1,EV_Charger,117.78,2019,Generac,240,1,1
+415fe5f9-f066-4340-90c8-4e665727ff15,Battery_ESS,106.09,2022,SunPower,240,1,0
+b9831665-782d-4cd8-9c95-dc0d7cb1ac69,Battery_ESS,71.56,2019,ChargePoint,240,1,1
+6d98d820-84f4-4729-9e40-66163f85c920,EV_Charger,145.49,2012,ABB,480,1,1
+03829e43-b8c1-42b6-bc9e-160f16ee5406,Solar_PV,43.81,2024,Enphase,240,1,1
+f68d1b05-6679-4b40-8d98-c3bdd2958871,Solar_PV,418.17,2015,ChargePoint,240,1,0
+ec962826-164f-4765-bebb-6a921fa6f7da,Wind_Micro,27.56,2024,Generac,480,1,1
+4e81ec28-709b-43fe-bda4-8459fcfb9206,Solar_PV,304.11,2011,SunPower,240,1,1
+a80e4255-7c21-4c83-a845-e1479d9d0647,Wind_Micro,11.45,2023,ABB,480,1,0
+1b66c6b5-2444-401a-aabd-75baaf36965d,Battery_ESS,115.7,2014,ABB,240,1,1
+4a52b834-1eb4-4be9-b99c-e865e1ce172c,Solar_PV,233.31,2024,LG_Energy,240,1,1
+3d8f5142-c0c1-4201-b4b3-f1d2c7461552,Solar_PV,51.91,2021,SolarEdge,240,1,1
+0707b49b-ab69-41ac-8b51-28701a1e9bc2,Solar_PV,19.14,2024,SolarEdge,240,1,1
+713d87f2-2bba-4dda-b5a4-c8486a3d13c0,EV_Charger,219.03,2012,SunPower,240,1,0
+3d90bf2c-1ad6-4be6-b371-f55271434e47,Solar_PV,287.55,2021,Tesla,240,1,1
+19b5fb4c-c4c9-4057-83a0-68cc3514a8ed,Battery_ESS,163.25,2021,Enphase,240,1,0
+af69bbd2-79fb-416d-a230-de418ae98be0,EV_Charger,314.36,2023,SolarEdge,480,1,1
+547f7321-e458-4790-9439-25f3d005fe5b,Wind_Micro,49.92,2021,Tesla,480,1,1
+0d06cd55-d71c-4f12-9080-6a03fe32a8a0,EV_Charger,294.89,2011,Generac,480,1,0
+fbe49e59-0946-4de4-adf5-eb222ce180d9,Battery_ESS,10.67,2023,ChargePoint,240,1,1
+edc7ef58-2e6e-4642-b350-cbd3fe793c0b,Solar_PV,156.26,2014,ChargePoint,240,1,1
+7e7f178a-cbd9-445e-9520-816c7cbce1ce,Solar_PV,389.69,2024,Generac,240,0,1
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+68c3581c-54c7-41e9-8823-2e47c8dc2c21,EV_Charger,237.22,2019,LG_Energy,240,1,1

enr005_der_registry.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:41304596f5fd32cfe0bf8d1b9606b2a055e187f1b26fabf1caf516674224add0
+size 7062

enr005_der_timeseries.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bd3fe0e2f318d05220c3ac874b4b4b52a4e35660729d50b3818845f56356cc2
+size 55876

enr005_dr_events.csv

@@ -0,0 +1,175 @@
+dr_event_id,meter_id,dr_program_type,dr_signal_type,dr_event_start_utc,dr_event_end_utc,duration_hours,baseline_kw,dr_target_reduction_kw,actual_reduction_kw,dr_performance_pct,non_event_baseline_kw,rebound_kw,dr_incentive_paid_usd,customer_opt_out_flag,comfort_score,customer_class
+891147df-b862-4314-b820-eefbd75d23c7,2752c3d5-9d89-472a-9e8b-e61e9dd2f4c7,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,1741.754,501.12,416.776,83.17,1804.916,74.882,74.448,0,0.9544,Industrial
+e4881275-400e-4b28-a9ba-cb31a0962f73,fd6ac4a9-2e80-497e-9b3c-beade5945022,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,31.016,6.788,6.273,92.41,31.451,0.918,2.9295,0,0.8933,Commercial_SMB
+d0974ec3-e5c0-4b05-a514-e11682a65e8f,3c05f344-4494-41b9-b806-d881d3de044e,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,78.1,16.96,7.552,44.53,74.718,0.705,5.5445,0,0.7036,Commercial_SMB
+431c8d78-1e9e-41ce-b67e-fa9f16ddeaf5,0f6107f4-1820-4e0c-ab70-108b4fa27e6e,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,2.519,0.745,0.295,39.63,2.476,0.063,0.0781,0,0.6203,Residential
+03540832-2f84-48ed-b18f-d19847da4672,effbc3fd-5950-4e76-b925-a2eda260641d,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,7.044,1.34,1.138,84.91,6.709,0.308,0.7564,0,0.5689,Residential
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+2b482708-8fc4-4f8d-8f40-014faaebde58,1790c4a7-2d47-4e82-a3e8-1da51b3482cf,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,57.159,7.505,5.827,77.64,55.432,1.017,4.5937,0,0.5852,Commercial_SMB
+3ccf2f14-ae54-4ffc-a0a1-ad13daaeeff5,2edfc918-47e0-4d59-9c6d-103d4f8e0d3d,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,65.094,17.32,9.613,55.5,66.471,2.457,7.8566,0,0.7637,Commercial_SMB
+9e84c005-f268-4a9e-bc8d-82e86f5c9459,dabe9b25-acfb-4bed-a368-026883045473,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,4.114,1.268,1.111,87.65,3.961,0.171,0.2215,0,0.7963,Residential
+dafedff4-7533-4882-bc1f-73bea0168514,ce3c83a3-3f6b-41d0-8cb3-b1c6fca37f43,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,3.767,0.413,0.16,38.75,3.694,0.017,0.0183,1,0.217,Residential
+6370e749-7d49-4f76-9731-426df899071f,485484b9-6368-41f5-9adf-15011a74cd3f,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,3.027,0.856,0.811,94.68,2.93,0.224,0.6917,0,0.7352,Residential
+ed0ea9cb-5493-4813-b8d7-23ba00812f0e,674363e5-2842-4353-b405-79d635afd538,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,3.997,0.881,0.698,79.27,3.998,0.184,0.4686,0,0.8064,Residential
+99623e5f-6391-4bac-97b5-9a0423076644,7b52ed42-5a04-4344-a072-b65253fc01f9,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,5.393,1.109,0.991,89.35,5.456,0.171,0.7488,0,0.5349,Residential
+c0688443-04de-4362-8eb2-3c067546fba6,2d21b65c-3956-4175-9d30-51bbf11c206b,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,3.914,0.991,0.44,44.45,3.814,0.067,0.1419,0,0.552,Residential
+6b003b45-9a81-4d7f-805a-0b548de5693a,ddd646f1-f0ee-424e-8ab4-262da0c64dc1,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,31.368,8.061,6.712,83.26,30.419,1.727,3.8299,0,0.8213,Commercial_SMB
+eb47fefc-46a7-4af8-bbb7-e5ad6c9f81f1,d2140d9e-4f6b-49fe-bdd7-efa436638855,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,6.782,2.285,1.775,77.68,6.572,0.299,0.3689,0,0.6377,Residential
+7d1def56-5cc0-4be7-a847-4c739a54f912,58e2e0d6-4991-4839-83e9-f34d3be178b4,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,3.631,0.604,0.397,65.73,3.637,0.11,0.0992,1,0.3913,Residential
+0b6c81a6-cb0a-4cb3-a925-7774f4a7c6b5,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,52.744,10.71,10.131,94.6,51.938,0.545,5.3487,0,0.8016,Commercial_SMB
+18891824-1bef-41d3-b264-e499f49f78d2,7e32f090-5031-45b4-87d9-d8050e3fdbab,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,52.26,11.057,10.067,91.05,52.826,0.661,7.8529,0,0.8222,Commercial_SMB
+03abcbeb-7602-470e-8295-7ea21d13ed13,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,7.684,1.235,0.791,64.09,7.639,0.061,0.3418,0,0.8936,Residential
+e4010895-eb6d-43a0-b419-5aeb0759f8ba,5cecf08e-9937-4290-ab94-7a1a8a505a79,TOU,SHIFT,2024-01-02T17:45:00+00:00,2024-01-02T19:30:00+00:00,1.75,6.471,0.721,0.42,58.23,6.787,0.052,0.1943,0,0.8494,Residential
+bf9282b3-a3be-496e-a0db-7d4fdd25a6bd,066b3ee4-e27c-4923-b9bd-1e558f0eea95,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,2.554,0.487,0.252,51.76,2.453,0.013,0.0863,0,0.8793,Residential
+d911c50e-408f-40ab-997f-b3aaa4544c7e,7e32f090-5031-45b4-87d9-d8050e3fdbab,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,36.117,9.309,7.505,80.62,37.431,0.762,5.2062,0,0.8452,Commercial_SMB
+59e24753-2b30-4579-87db-3bbd5dcce9a7,e1ffa49d-d4a9-47eb-80d9-b85da9e8e4f8,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,66.662,17.432,8.774,50.33,66.994,2.049,1.0239,0,0.8216,Commercial_SMB
+7d595b87-e2e4-43c9-8a30-a21c25586d53,d566143b-48df-4629-a90a-9b95b6171d3e,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,2.391,0.831,0.626,75.34,2.387,0.174,0.3446,0,0.7262,Residential
+8052f795-45d8-40e6-820c-7f4649884a22,ddd646f1-f0ee-424e-8ab4-262da0c64dc1,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,27.708,3.228,2.095,64.9,26.833,0.589,0.1984,0,0.4887,Commercial_SMB
+097bbe52-d7fe-41d1-b349-dc68a5cd9ec2,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,2.498,0.777,0.661,84.96,2.525,0.155,0.3477,0,0.9072,Residential
+ddfdee2d-d8e6-4460-932e-3fa6ff98a533,5cecf08e-9937-4290-ab94-7a1a8a505a79,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,7.016,0.995,0.836,84.07,7.207,0.123,0.7305,0,0.9641,Residential
+0e16907d-c7ba-4e2d-a16d-aeeacaf508ef,dabe9b25-acfb-4bed-a368-026883045473,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,4.733,0.992,0.758,76.39,4.906,0.044,0.3953,0,0.8991,Residential
+de906d36-7dbb-4b51-be72-e57416d5f7e6,3c05f344-4494-41b9-b806-d881d3de044e,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,70.631,13.391,10.12,75.57,70.891,1.222,4.2641,0,0.7362,Commercial_SMB
+2a2c4f3a-a732-4a41-a1fb-ba5ede08e0da,1790c4a7-2d47-4e82-a3e8-1da51b3482cf,RTP,PRICE_SIGNAL,2024-01-01T14:15:00+00:00,2024-01-01T16:00:00+00:00,1.75,81.233,18.316,12.723,69.47,79.628,1.215,1.8423,0,0.7106,Commercial_SMB
+5234ca5b-ad8d-446c-8149-b4f05541cf72,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,3.957,0.851,0.653,76.69,3.771,0.172,0.3119,0,0.6672,Residential
+656fc4a3-c28b-42f0-8138-6331ec3a0631,066b3ee4-e27c-4923-b9bd-1e558f0eea95,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,6.97,1.415,0.728,51.46,6.7,0.191,0.2978,0,0.9409,Residential
+084bbf14-6ad1-480c-9d52-5c42f320878c,485484b9-6368-41f5-9adf-15011a74cd3f,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,3.327,0.59,0.47,79.75,3.379,0.034,0.4702,0,0.8874,Residential
+0ed5dc79-9de6-4f24-92fb-b60b957f831c,2752c3d5-9d89-472a-9e8b-e61e9dd2f4c7,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,3221.392,810.837,738.171,91.04,3349.151,132.281,952.3684,0,0.529,Industrial
+ddce9269-506f-4e23-a402-5316cdd50ce2,f9f43dcd-3c59-44f7-8878-40488083b72a,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,5.306,0.85,0.46,54.13,5.433,0.103,0.0758,0,0.5903,Residential
+694cdf0a-249b-4f6f-bbab-6d06e256e124,2d21b65c-3956-4175-9d30-51bbf11c206b,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,3.419,0.58,0.502,86.6,3.249,0.07,0.6938,0,0.8065,Residential
+d1c040e5-528d-4695-8b47-0cb617f2173e,5cecf08e-9937-4290-ab94-7a1a8a505a79,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,6.988,1.857,1.692,91.16,7.018,0.094,2.1565,0,0.9915,Residential
+3b95fcbe-64ca-41be-9624-022a954bf19a,d2140d9e-4f6b-49fe-bdd7-efa436638855,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,4.857,0.741,0.64,86.37,4.897,0.152,0.3761,0,0.6841,Residential
+905e2843-c709-4cfd-b84d-a9c8c68afd7d,3c05f344-4494-41b9-b806-d881d3de044e,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,33.738,6.351,6.158,96.97,32.652,1.596,5.9063,0,0.8002,Commercial_SMB
+50dc3df5-71fa-4f6c-982e-7b16bb08c606,8edbc0e3-4177-4018-a39e-d39f9579acf5,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,3.214,0.738,0.594,80.43,3.289,0.177,0.1506,0,0.8547,Residential
+6280927b-deda-4670-83ce-bbd9b401b853,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,51.216,17.385,9.098,52.33,50.84,0.609,2.5073,0,0.8209,Commercial_SMB
+f5a2f044-a971-4ad1-a8fc-4ff411fd92aa,e1ffa49d-d4a9-47eb-80d9-b85da9e8e4f8,TOU,MODULATE,2024-01-01T11:15:00+00:00,2024-01-01T14:30:00+00:00,3.25,44.277,10.739,9.121,84.94,42.186,2.06,3.9739,0,0.8561,Commercial_SMB
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+1703b2a4-a1fe-45fb-80eb-bd4004435c2e,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,TOU,MODULATE,2024-01-01T04:45:00+00:00,2024-01-01T05:45:00+00:00,1.0,2.912,0.45,0.271,60.25,3.024,0.052,0.0783,0,0.6441,Residential
+acbf4e95-465b-4a29-b0b8-edf64d5398b9,3c05f344-4494-41b9-b806-d881d3de044e,TOU,MODULATE,2024-01-01T04:45:00+00:00,2024-01-01T05:45:00+00:00,1.0,41.65,4.585,2.109,46.0,42.461,0.598,0.8241,0,0.878,Commercial_SMB
+2f91cb6f-9f8a-46ef-9e0a-e33c639bb6c0,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,2.81,0.529,0.448,84.78,2.714,0.035,0.1317,0,0.6762,Residential
+11643458-54b8-4ed0-a850-587605667f16,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,40.863,12.648,10.942,86.52,42.014,2.474,2.5938,0,0.9788,Commercial_SMB
+657912db-898c-4b1e-9f14-7cc5b4f64a9b,066b3ee4-e27c-4923-b9bd-1e558f0eea95,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,3.126,0.491,0.306,62.29,3.09,0.079,0.0167,0,0.9363,Residential
+e9e0432d-36c5-4016-91a9-204f4943dadb,fd6ac4a9-2e80-497e-9b3c-beade5945022,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,44.896,11.125,6.526,58.66,45.393,0.748,1.6961,0,0.773,Commercial_SMB
+aa0ab9e4-d8f5-4668-aea1-72acd627a4b1,2edfc918-47e0-4d59-9c6d-103d4f8e0d3d,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,37.575,8.858,7.439,83.98,38.424,0.823,3.713,0,0.9043,Commercial_SMB
+c2c4cb4a-9659-4167-a20d-a7a7a1ecaf53,3a3e1a08-9979-4097-81ea-d665713d3280,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,2127.24,501.171,256.554,51.19,2046.982,54.149,25.8194,0,0.747,Industrial
+0e66f023-8835-4b7d-bd9a-97ed4cece4b0,7b0a16ff-3d5d-4c7e-a6ce-b986fbb58fcc,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,3.412,0.831,0.754,90.78,3.515,0.196,0.1653,0,0.757,Residential
+35c7861b-e798-4e0d-b940-952355aa60ec,8aad73d4-5a4c-4e7c-a2f6-5499a93c0043,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,58.762,13.864,8.81,63.55,61.028,1.072,3.139,0,0.6599,Commercial_SMB
+f4b39601-3596-4720-ae1f-5cd288a975e6,3c05f344-4494-41b9-b806-d881d3de044e,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,35.801,6.66,5.906,88.68,34.99,1.377,2.2583,0,0.7074,Commercial_SMB
+9d18b6b8-740a-4054-abe6-5401273b0c5d,5cecf08e-9937-4290-ab94-7a1a8a505a79,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,3.059,0.579,0.428,73.9,2.931,0.082,0.1804,0,0.9234,Residential
+0d71ff45-91b6-44ac-a5e0-78118802e482,5e624a4c-b1d5-49c4-8a4a-d60cd5b02641,TOU,MODULATE,2024-01-01T22:15:00+00:00,2024-01-01T23:15:00+00:00,1.0,8.561,1.285,0.488,38.01,8.743,0.111,0.0311,0,0.6874,Residential
+2f6662d9-85b2-4fec-ad18-5857bd665008,dabe9b25-acfb-4bed-a368-026883045473,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,5.61,1.686,0.984,58.36,5.75,0.058,1.5995,0,0.8678,Residential
+1656cbd5-05e7-4c15-8a5f-f307b26d9282,485484b9-6368-41f5-9adf-15011a74cd3f,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,6.788,2.263,1.857,82.05,7.104,0.189,1.2367,0,0.967,Residential
+e7a2f9e3-aa4d-49ce-92d9-c7006ce685d2,066b3ee4-e27c-4923-b9bd-1e558f0eea95,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,5.597,0.774,0.267,34.48,5.62,0.071,0.2423,0,0.7698,Residential
+25e26424-25ea-4284-8b42-9d6a8b9d52db,2752c3d5-9d89-472a-9e8b-e61e9dd2f4c7,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,4202.252,571.245,481.562,84.3,4312.988,106.39,243.2892,0,0.711,Industrial
+9fb13d76-35f0-4563-be94-72d04a3b7f41,7b0a16ff-3d5d-4c7e-a6ce-b986fbb58fcc,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,6.692,1.83,1.333,72.83,6.742,0.255,0.7462,0,0.7504,Residential
+bc87cae5-15a4-4a3e-94fc-c0b07770eef6,8aad73d4-5a4c-4e7c-a2f6-5499a93c0043,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,30.219,10.176,6.138,60.32,29.554,1.388,8.9299,0,0.5807,Commercial_SMB
+fb3ed039-7a4c-4b9a-a400-fb8d1666e02c,e1ffa49d-d4a9-47eb-80d9-b85da9e8e4f8,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,72.383,20.876,17.646,84.52,71.198,2.459,5.9308,0,0.6073,Commercial_SMB
+aaec094c-d510-409b-986f-0b565c483994,d566143b-48df-4629-a90a-9b95b6171d3e,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,4.974,1.728,1.16,67.17,5.102,0.289,1.2383,0,0.9298,Residential
+a723f867-7357-4b8c-8408-38b695b896e0,7b52ed42-5a04-4344-a072-b65253fc01f9,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,3.285,0.76,0.673,88.56,3.448,0.101,0.3942,0,0.5601,Residential
+dd74755b-7ebf-467e-b11f-eb2ce06b3ec9,eefedd76-4be8-41d3-8e5b-16766530c303,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,682.874,151.035,111.53,73.84,715.777,31.198,189.4462,1,0.1151,Commercial_Large
+bec69cb7-6ce5-49e6-9c13-0306c5ef3d28,5e624a4c-b1d5-49c4-8a4a-d60cd5b02641,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,5.154,1.689,0.811,48.04,5.008,0.078,0.3584,0,0.8535,Residential
+fde3ecbb-558d-4ac2-8185-978e15a279cc,ddd646f1-f0ee-424e-8ab4-262da0c64dc1,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,21.643,5.597,2.65,47.35,20.57,0.513,3.705,0,0.6536,Commercial_SMB
+53a57914-44ec-493d-b18e-c9c21ec8754a,2edfc918-47e0-4d59-9c6d-103d4f8e0d3d,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,54.742,9.146,8.383,91.66,54.089,0.816,6.3686,0,0.9299,Commercial_SMB
+ce7cc6cb-a925-4783-bc01-6d889220c6e4,2d21b65c-3956-4175-9d30-51bbf11c206b,TOU,SHIFT,2024-01-01T21:00:00+00:00,2024-01-02T00:30:00+00:00,3.5,5.281,1.359,1.285,94.5,5.139,0.104,1.4376,0,0.8657,Residential
+23ffc33e-0df4-49d4-b041-aa3eec845901,674363e5-2842-4353-b405-79d635afd538,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,5.887,1.108,0.911,82.22,5.842,0.095,0.0763,1,0.2108,Residential
+d79e0cfb-a2f5-4876-ae2e-d51577285a3c,fd6ac4a9-2e80-497e-9b3c-beade5945022,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,32.246,11.116,9.27,83.4,31.864,0.832,5.3425,0,0.8064,Commercial_SMB
+003e4ea0-2d22-4eeb-92dd-dff06036c57c,effbc3fd-5950-4e76-b925-a2eda260641d,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,2.98,0.298,0.207,69.26,2.977,0.038,0.0718,0,0.4329,Residential
+175d3ef2-ffe0-4887-9320-039e21224dac,1790c4a7-2d47-4e82-a3e8-1da51b3482cf,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,44.688,10.011,8.031,80.22,43.142,0.572,3.4589,0,0.6154,Commercial_SMB
+267804bc-8bf4-4c11-bc4d-27a4047d6317,7e32f090-5031-45b4-87d9-d8050e3fdbab,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,20.061,5.146,4.199,81.6,20.595,0.445,2.1647,0,0.6642,Commercial_SMB
+b151f06c-edab-47b9-806d-8f77b77688be,f9f43dcd-3c59-44f7-8878-40488083b72a,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,7.051,1.932,1.499,77.56,6.743,0.111,0.4171,0,0.7854,Residential
+85eec75d-483d-4f5e-9e36-f6861ba60f60,3c05f344-4494-41b9-b806-d881d3de044e,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,69.356,16.22,12.881,79.42,68.375,1.584,4.1109,0,0.953,Commercial_SMB
+3f468ed3-f06c-4cd4-af49-025d4e761546,066b3ee4-e27c-4923-b9bd-1e558f0eea95,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,5.242,1.116,0.947,84.9,5.058,0.105,0.1555,0,0.6726,Residential
+f8ca9881-0320-4318-830c-9f438602a26a,485484b9-6368-41f5-9adf-15011a74cd3f,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,3.724,1.0,0.826,82.61,3.696,0.18,0.4269,0,0.8775,Residential
+49124aeb-7e3c-44e5-8f1d-64ae7bb20231,eefedd76-4be8-41d3-8e5b-16766530c303,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,391.991,57.54,54.443,94.62,376.275,9.454,12.1333,0,0.6472,Commercial_Large
+94b81605-92ce-4f10-ab76-5a88e282d07b,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,2.435,0.434,0.332,76.41,2.424,0.058,0.0304,1,0.4262,Residential
+8b932c5b-e996-4894-91b2-26695503304b,58e2e0d6-4991-4839-83e9-f34d3be178b4,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,4.514,0.595,0.41,68.91,4.638,0.096,0.085,1,0.3639,Residential
+2899e979-11c2-482b-9d61-003fb794b1c9,dabe9b25-acfb-4bed-a368-026883045473,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,6.54,1.442,0.953,66.1,6.239,0.089,0.0698,0,0.6608,Residential
+9b432f2f-c711-47f2-a353-c84805e11cbc,5cecf08e-9937-4290-ab94-7a1a8a505a79,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,3.481,0.451,0.103,22.75,3.359,0.031,0.0203,0,0.7362,Residential
+103338ea-fd47-43c0-8f32-ce552fffe982,7b52ed42-5a04-4344-a072-b65253fc01f9,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,4.047,0.723,0.542,75.02,4.054,0.096,0.274,0,0.8073,Residential
+cd224708-58e0-4fc8-be62-4d8eec9e2ee8,8edbc0e3-4177-4018-a39e-d39f9579acf5,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,2.832,0.339,0.172,50.75,2.882,0.033,0.0296,0,0.7804,Residential
+b98ba84f-6233-4c2f-b4fe-1b3655372eee,0f6107f4-1820-4e0c-ab70-108b4fa27e6e,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,3.497,0.674,0.636,94.3,3.509,0.179,0.3206,0,0.6213,Residential
+94c08e6e-7da2-4fad-adf5-40f3e4ee0e1c,ce3c83a3-3f6b-41d0-8cb3-b1c6fca37f43,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,5.701,1.067,0.567,53.12,5.531,0.052,0.1272,1,0.3585,Residential
+da4a8c83-0bb0-4aa2-a2cd-f19cf1010858,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,38.653,10.701,9.931,92.8,38.846,2.173,4.5555,0,0.7756,Commercial_SMB
+7c79d552-c2f5-46bb-a465-2b029ecca919,2d21b65c-3956-4175-9d30-51bbf11c206b,TOU,SHIFT,2024-01-02T14:45:00+00:00,2024-01-02T16:00:00+00:00,1.25,2.429,0.656,0.649,98.96,2.464,0.043,0.0467,0,0.8092,Residential
+cc11a01f-b30e-4a0f-89ff-51c8d7708909,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,6.643,2.116,1.505,71.11,6.355,0.448,0.5848,0,0.5662,Residential
+261fda2b-079d-4e61-8534-92b7b13f84ef,f9f43dcd-3c59-44f7-8878-40488083b72a,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,7.506,1.993,1.88,94.3,7.551,0.269,0.5176,0,0.6326,Residential
+79bb692b-9f09-4935-a1e0-b902cabaa025,eefedd76-4be8-41d3-8e5b-16766530c303,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,812.976,256.315,229.76,89.64,779.652,47.915,136.5239,0,0.5758,Commercial_Large
+68b1a043-899a-41b1-a7cf-54c59ec53929,0f6107f4-1820-4e0c-ab70-108b4fa27e6e,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,7.599,1.798,1.32,73.4,7.602,0.393,0.8398,0,0.5408,Residential
+ab425977-5fb8-40cf-a044-b9605569b9ac,2d21b65c-3956-4175-9d30-51bbf11c206b,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,6.524,1.694,1.201,70.9,6.796,0.124,0.4179,0,0.8524,Residential
+241e962b-636f-447f-9109-4f5e87025fb5,3a3e1a08-9979-4097-81ea-d665713d3280,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,4400.198,1006.775,939.471,93.31,4352.658,266.353,482.1929,0,0.4722,Industrial
+e15a6e48-33c1-4851-ab94-3933525da81d,fd6ac4a9-2e80-497e-9b3c-beade5945022,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,66.074,9.736,7.813,80.25,67.213,1.557,7.4106,0,0.7635,Commercial_SMB
+f4c942d4-7e14-46ba-a692-ff9089cf6319,d566143b-48df-4629-a90a-9b95b6171d3e,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,6.973,1.366,1.071,78.45,7.144,0.216,0.5584,0,0.9353,Residential
+0949b14b-7eb9-48d8-b7bc-b19581b4b80f,8aad73d4-5a4c-4e7c-a2f6-5499a93c0043,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,43.567,12.611,11.157,88.47,44.877,2.241,5.6467,0,0.7414,Commercial_SMB
+a660734b-6b6f-4a4e-b586-fcdad7218868,7b0a16ff-3d5d-4c7e-a6ce-b986fbb58fcc,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,2.025,0.43,0.365,84.76,2.008,0.077,0.198,0,0.9753,Residential
+d739a9c5-200f-44e3-a7c2-0a2d254b9178,7b52ed42-5a04-4344-a072-b65253fc01f9,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,2.807,0.517,0.472,91.26,2.779,0.053,0.0858,0,0.7995,Residential
+cf5c4843-328d-4d2b-83b6-6ebb68907f68,5e624a4c-b1d5-49c4-8a4a-d60cd5b02641,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,2.155,0.6,0.29,48.3,2.226,0.066,0.1356,0,0.5423,Residential
+4a8c493e-24fb-4d28-ba9e-31a6ed1c41a7,8edbc0e3-4177-4018-a39e-d39f9579acf5,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,2.252,0.386,0.314,81.3,2.252,0.088,0.2287,0,0.8793,Residential
+5aee175f-9c21-4d35-b092-45e59deac4b2,effbc3fd-5950-4e76-b925-a2eda260641d,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,4.745,1.392,1.232,88.51,4.811,0.147,0.2493,0,0.773,Residential
+26b08bf9-85f9-4071-82c9-426149568e7e,d2140d9e-4f6b-49fe-bdd7-efa436638855,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,5.57,1.542,1.106,71.73,5.773,0.212,0.3724,0,0.877,Residential
+099b17e2-4b95-4f08-85f5-abfa26eb7c62,e1ffa49d-d4a9-47eb-80d9-b85da9e8e4f8,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,60.104,7.554,5.583,73.91,62.91,1.476,0.8733,0,0.7457,Commercial_SMB
+2c6c4758-60c0-499b-b9d6-6ff3561bd508,ddd646f1-f0ee-424e-8ab4-262da0c64dc1,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,27.937,2.888,1.714,59.33,27.417,0.409,1.1456,0,0.7145,Commercial_SMB
+1442ce79-8ac7-4ded-9fa2-82fe09d55b2f,58e2e0d6-4991-4839-83e9-f34d3be178b4,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,6.588,1.883,1.649,87.54,6.435,0.459,0.377,0,0.9483,Residential
+377bd726-4b13-4629-b074-9b693fd8febe,dabe9b25-acfb-4bed-a368-026883045473,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,5.457,1.494,1.023,68.46,5.349,0.266,0.4218,0,0.5418,Residential
+c43f2396-1c14-447e-a7db-0215967150b5,674363e5-2842-4353-b405-79d635afd538,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,3.937,0.481,0.47,97.61,3.863,0.14,0.1547,0,0.7691,Residential
+4e5a5a1d-da7e-4f79-bf2c-45e51b0ac904,ce3c83a3-3f6b-41d0-8cb3-b1c6fca37f43,RTP,MODULATE,2024-01-02T00:00:00+00:00,2024-01-02T02:00:00+00:00,2.0,6.698,0.796,0.619,77.77,6.701,0.049,0.5145,0,0.8752,Residential
+0566f813-ea92-4bf7-beed-0a19c65b56e3,5e624a4c-b1d5-49c4-8a4a-d60cd5b02641,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,6.94,2.379,1.682,70.69,6.67,0.166,0.8383,0,0.5212,Residential
+6c9bd3a8-69ea-4865-92a9-973179b5c6a7,5cecf08e-9937-4290-ab94-7a1a8a505a79,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,6.291,2.201,1.497,68.0,6.504,0.425,0.5011,0,0.8575,Residential
+24140f54-aa56-4c36-abd4-558e0a53f066,7b52ed42-5a04-4344-a072-b65253fc01f9,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,2.431,0.325,0.243,74.62,2.357,0.063,0.0541,0,0.7868,Residential
+63988b78-f7e3-47d8-b012-53026a987118,8aad73d4-5a4c-4e7c-a2f6-5499a93c0043,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,57.959,8.598,7.196,83.7,56.699,0.998,2.0165,0,0.7121,Commercial_SMB
+90d0c9bd-3f2e-49ef-aa36-df8d427c519f,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,41.191,11.819,8.221,69.55,39.228,0.995,4.5926,0,0.6777,Commercial_SMB
+b96d1a8a-5bf3-4d21-b228-7eaf8a74794e,f9f43dcd-3c59-44f7-8878-40488083b72a,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,3.53,0.575,0.418,72.71,3.456,0.044,0.11,0,0.7969,Residential
+593b0cff-c57a-4243-90c4-bfd495459d5a,effbc3fd-5950-4e76-b925-a2eda260641d,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,2.337,0.468,0.394,84.21,2.244,0.103,0.1309,0,0.7064,Residential
+cb145bce-7a7f-429c-94fa-0adb041da42c,2edfc918-47e0-4d59-9c6d-103d4f8e0d3d,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,72.91,24.533,14.754,60.14,71.089,4.19,3.2912,0,0.837,Commercial_SMB
+ec5b66fc-a87d-4183-9805-382683aa0666,dabe9b25-acfb-4bed-a368-026883045473,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,6.892,0.936,0.748,79.91,7.083,0.102,0.2549,0,0.7786,Residential
+19611977-8fdb-4681-abe4-7f815e306aae,2d21b65c-3956-4175-9d30-51bbf11c206b,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,6.259,1.851,1.227,66.29,6.551,0.124,0.5443,0,0.655,Residential
+8535de21-5115-491a-976e-1b612f86ccf8,2752c3d5-9d89-472a-9e8b-e61e9dd2f4c7,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,3696.131,725.722,309.015,42.58,3701.687,30.08,27.328,0,0.9346,Industrial
+5d8f1aed-6f91-44c8-9e48-e804f4830488,3a3e1a08-9979-4097-81ea-d665713d3280,RTP,SHED,2024-01-02T13:00:00+00:00,2024-01-02T14:15:00+00:00,1.25,3306.892,384.398,163.161,42.45,3424.076,11.605,11.3559,0,0.9467,Industrial
+647234b3-0542-4e1e-9529-a827e3e32c0e,58e2e0d6-4991-4839-83e9-f34d3be178b4,TOU,SHED,2024-01-02T02:45:00+00:00,2024-01-02T06:30:00+00:00,3.75,4.252,1.045,0.748,71.61,4.098,0.095,0.1935,0,0.6165,Residential
+9168ce3e-fa16-43ff-9d48-df0be6134773,066b3ee4-e27c-4923-b9bd-1e558f0eea95,TOU,SHED,2024-01-02T02:45:00+00:00,2024-01-02T06:30:00+00:00,3.75,7.032,1.542,1.467,95.11,6.9,0.082,0.9749,0,0.5339,Residential
+15c69edb-c948-41b6-aa0f-5c1263f94eed,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,TOU,SHED,2024-01-02T02:45:00+00:00,2024-01-02T06:30:00+00:00,3.75,66.517,17.452,15.68,89.84,66.026,2.787,26.7885,0,0.6032,Commercial_SMB
+2fd8a5a1-0cf9-4361-a360-f96941938952,d566143b-48df-4629-a90a-9b95b6171d3e,TOU,SHED,2024-01-02T02:45:00+00:00,2024-01-02T06:30:00+00:00,3.75,6.129,1.864,1.617,86.77,6.021,0.168,1.698,0,0.8758,Residential
+7d9923c8-f82c-4dec-a415-70eccfbeaffe,7b0a16ff-3d5d-4c7e-a6ce-b986fbb58fcc,TOU,SHED,2024-01-02T02:45:00+00:00,2024-01-02T06:30:00+00:00,3.75,3.972,1.064,0.696,65.43,4.066,0.038,0.5537,0,0.6219,Residential
+6c0f08c3-a491-45bb-8768-17431c6968ae,effbc3fd-5950-4e76-b925-a2eda260641d,TOU,SHED,2024-01-02T02:45:00+00:00,2024-01-02T06:30:00+00:00,3.75,5.28,0.832,0.667,80.19,5.069,0.07,1.2189,0,0.6968,Residential
+bd4b916f-6923-4c35-bb92-accc9bc652c3,7b0a16ff-3d5d-4c7e-a6ce-b986fbb58fcc,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,4.735,0.882,0.683,77.46,4.765,0.077,0.4542,0,0.9407,Residential
+567163fe-0d80-4b09-ba9d-983f4353147d,d566143b-48df-4629-a90a-9b95b6171d3e,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,6.988,1.979,0.821,41.47,6.779,0.15,0.8824,0,0.8853,Residential
+3420b2d7-1586-47e7-854f-92a0666c219f,485484b9-6368-41f5-9adf-15011a74cd3f,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,6.494,2.117,1.656,78.24,6.18,0.279,1.0906,0,0.7133,Residential
+23bd92c5-ddd1-429d-b718-0864442ee1e5,674363e5-2842-4353-b405-79d635afd538,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,5.721,0.658,0.481,73.06,5.788,0.117,0.1567,0,0.6744,Residential
+f7f56652-2b5a-416e-9de0-2fc80feceff5,2d21b65c-3956-4175-9d30-51bbf11c206b,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,5.046,1.267,1.153,90.97,4.944,0.302,1.5957,0,0.7992,Residential
+60c2d609-fa01-40d6-b5dd-291906893469,0f6107f4-1820-4e0c-ab70-108b4fa27e6e,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,6.334,1.321,1.169,88.51,6.567,0.085,0.8168,0,0.6757,Residential
+c9c0c5b7-93f4-4125-b892-bbae35107048,5cecf08e-9937-4290-ab94-7a1a8a505a79,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,2.704,0.855,0.789,92.34,2.837,0.202,0.9538,0,0.9139,Residential
+ef782887-f102-4db6-a9db-7e4633b63fe5,1790c4a7-2d47-4e82-a3e8-1da51b3482cf,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,67.332,18.451,12.151,65.86,66.995,1.507,12.394,0,0.7987,Commercial_SMB
+ee6d09d4-afd6-4dd4-8da2-14a7b837f71e,effbc3fd-5950-4e76-b925-a2eda260641d,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,5.856,1.962,1.449,73.86,5.603,0.147,1.3162,0,0.9571,Residential
+71771522-4a28-493f-9788-58a2e7cc56c4,dabe9b25-acfb-4bed-a368-026883045473,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,4.486,1.206,0.764,63.41,4.295,0.039,0.6265,0,0.8621,Residential
+db85af9d-8cf8-4f30-bb9e-9e6b7831c390,7b52ed42-5a04-4344-a072-b65253fc01f9,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,7.559,1.069,1.028,96.13,7.644,0.301,1.4481,0,0.8483,Residential
+0b2da127-4c55-4a3e-bd50-e7b20640e355,51f5dbf0-a482-4fa0-beca-2a673fd7fe4a,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,49.811,12.662,8.297,65.52,49.726,1.567,8.9081,0,0.7748,Commercial_SMB
+6b73a790-4d8c-4807-8f29-ea49fe51480f,066b3ee4-e27c-4923-b9bd-1e558f0eea95,TOU,SHIFT,2024-01-01T15:30:00+00:00,2024-01-01T18:30:00+00:00,3.0,5.27,0.534,0.428,80.06,5.307,0.075,0.2588,0,0.6544,Residential
+a4107ce6-f48b-47c4-a2d1-13ef5d1e8a53,b8f3909e-92a8-42e5-a44d-bd11858f0bc8,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,3.601,1.048,0.911,86.89,3.761,0.191,0.3577,0,0.8592,Residential
+77efff2a-1811-4c14-91a7-02b0f743ac30,066b3ee4-e27c-4923-b9bd-1e558f0eea95,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,5.374,0.612,0.486,79.46,5.461,0.045,0.5223,0,0.5596,Residential
+4121ebd7-d6b8-4c3f-bcff-4ff0f0a0796f,8edbc0e3-4177-4018-a39e-d39f9579acf5,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,5.06,0.702,0.359,51.15,4.995,0.105,0.2768,0,0.8753,Residential
+41de45e8-fbdf-4f9b-abd6-8950a7b552a1,3a3e1a08-9979-4097-81ea-d665713d3280,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,1079.458,199.704,127.953,64.07,1026.101,25.164,35.1971,0,0.8139,Industrial
+18a84305-b4a7-426a-aeb3-87f56f388832,e1ffa49d-d4a9-47eb-80d9-b85da9e8e4f8,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,51.622,9.53,6.236,65.43,53.479,1.744,5.437,0,0.7087,Commercial_SMB
+be02ec97-2160-4f3e-b383-0e27b14f6f58,1790c4a7-2d47-4e82-a3e8-1da51b3482cf,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,69.608,11.343,11.095,97.82,70.373,1.174,3.5666,0,0.865,Commercial_SMB
+d96b4770-5e06-4f6a-9226-971826e380db,674363e5-2842-4353-b405-79d635afd538,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,5.626,1.3,1.1,84.63,5.572,0.315,0.3298,0,0.4658,Residential
+0c0e1611-42a5-4f90-832d-fe7a9769d897,effbc3fd-5950-4e76-b925-a2eda260641d,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,3.051,0.668,0.543,81.32,3.093,0.098,0.1514,0,0.937,Residential
+b0283411-ea11-4976-a18d-c120e6647788,0f6107f4-1820-4e0c-ab70-108b4fa27e6e,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,2.886,0.527,0.36,68.36,3.021,0.105,0.0747,0,0.6678,Residential
+f3b687b7-6c6c-4442-b91c-291d707f7e9c,ce3c83a3-3f6b-41d0-8cb3-b1c6fca37f43,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,4.548,1.523,1.32,86.67,4.323,0.246,1.2233,0,0.8335,Residential
+e8e38f21-9616-4d21-87dd-1bb7f636cbe8,3c05f344-4494-41b9-b806-d881d3de044e,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,58.505,17.727,14.307,80.71,58.758,3.701,11.8944,1,0.3274,Commercial_SMB
+ef88c4a2-2b68-4b71-ad5a-2b82c4c3ced8,7b0a16ff-3d5d-4c7e-a6ce-b986fbb58fcc,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,6.865,0.695,0.336,48.38,7.02,0.055,0.1113,1,0.1885,Residential
+c6a3064c-1522-43c2-aa29-81ed7271d7eb,2752c3d5-9d89-472a-9e8b-e61e9dd2f4c7,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,1571.584,295.862,215.258,72.76,1555.348,28.708,127.4077,0,0.8067,Industrial
+7ad1e211-8765-489c-b5c3-de7a56d882d4,ddd646f1-f0ee-424e-8ab4-262da0c64dc1,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,48.74,5.314,1.796,33.8,46.389,0.39,1.2374,0,0.824,Commercial_SMB
+aaa9d688-37a5-4b26-9ff3-8279362ad7d4,5e624a4c-b1d5-49c4-8a4a-d60cd5b02641,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,7.163,1.245,0.806,64.72,7.408,0.201,0.7005,0,0.7397,Residential
+9213a13d-9c5c-433b-adb7-e5b912035137,58e2e0d6-4991-4839-83e9-f34d3be178b4,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,4.615,1.403,1.088,77.52,4.817,0.114,0.2657,0,0.8451,Residential
+cbeb0c97-deb2-41f1-8153-124e54344c56,2d21b65c-3956-4175-9d30-51bbf11c206b,DLC,SHED,2024-01-01T15:45:00+00:00,2024-01-01T18:00:00+00:00,2.25,8.287,1.373,0.68,49.54,7.965,0.047,0.4758,1,0.195,Residential
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+f9f43dcd-3c59-44f7-8878-40488083b72a,64daf08f-1e1b-4c59-a400-b821ba23b215,Residential,1,0,0,2013,FLAT,120,7.299264749367411
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+58e2e0d6-4991-4839-83e9-f34d3be178b4,64daf08f-1e1b-4c59-a400-b821ba23b215,Residential,0,0,1,2013,RTP,120,9.654855093501421
+2edfc918-47e0-4d59-9c6d-103d4f8e0d3d,d1047c3b-e9c0-4c73-ba72-525e9e24d5de,Commercial_SMB,0,0,0,2020,TOU_A,120,45.261127471504274
+2d21b65c-3956-4175-9d30-51bbf11c206b,171bb892-2ec2-4d08-86b8-1cab84e1fe89,Residential,0,0,0,2010,TOU_B,120,19.577396390914508
+2752c3d5-9d89-472a-9e8b-e61e9dd2f4c7,4ba5bc35-9dcb-49f1-b5a9-26e207bdd422,Industrial,0,0,1,2023,TOU_A,480,9285.99775567159
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+7e32f090-5031-45b4-87d9-d8050e3fdbab,64daf08f-1e1b-4c59-a400-b821ba23b215,Commercial_SMB,0,0,0,2015,TOU_A,120,187.944179888038
+0f6107f4-1820-4e0c-ab70-108b4fa27e6e,64daf08f-1e1b-4c59-a400-b821ba23b215,Residential,1,0,1,2014,TOU_A,120,8.444840449982829
+485484b9-6368-41f5-9adf-15011a74cd3f,4ba5bc35-9dcb-49f1-b5a9-26e207bdd422,Residential,0,0,0,2021,TOU_B,120,6.977333266797816
+d566143b-48df-4629-a90a-9b95b6171d3e,2361e102-e138-4aac-832d-a1cf6804212d,Residential,0,0,0,2013,RTP,120,15.164880104192862
+8edbc0e3-4177-4018-a39e-d39f9579acf5,64daf08f-1e1b-4c59-a400-b821ba23b215,Residential,1,0,0,2010,CPP,120,6.827487569427967
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