Manufacturing
17 columns
120 rows
8 formats

Factory Renewable Energy Usage Logs

This dataset provides granular, hourly logs of renewable energy consumption at manufacturing plants, including detailed plant location, energy source, peak usage periods, and sustainability target tracking. Designed for operations and ESG managers, it enables monitoring of green energy adoption, identification of improvement areas, and robust sustainability reporting.

last updated 4 Jan 2026
by GoMask

The brief that made it

Monitor and optimize plant-level renewable energy usage

Sample rows

preview · 8 of 120 rows · all 17 columns

log_idstring	energy_sourcestring	sustainability_target_kwhfloat	is_peak_periodboolean	plant_address_statestring	plant_idstring	plant_namestring	plant_address_streetstring	plant_address_citystring	plant_address_postal_codestring	plant_address_countrystring	log_timestampdatetime	energy_consumed_kwhfloat	deviation_from_target_kwhfloat	is_target_metboolean	esg_reporting_flagboolean	notesstring
LOG00001	solar	5000	true	AZ	PLANT001	GreenTech Manufacturing	123 Solar Way	Phoenix	85001	USA	2024-06-01T08:00:00Z	5200.55	200.55	true	true	Clear morning, optimal panel output
LOG00002	wind	4000	false	TX	PLANT002	WindWorks Facility	456 Turbine Rd	Amarillo	79101	USA	2024-06-01T09:00:00Z	3200.75	-799.25	false	true	Wind speeds moderate
LOG00003	hydro	6000	false	CA	PLANT003	HydroFlow Plant	789 Riverbank Ave	Redding	96001	USA	2024-06-01T10:00:00Z	6100.42	100.42	true	true	River flow consistent
LOG00004	wind	4700	true	TX	PLANT002	WindWorks Facility	456 Turbine Rd	Amarillo	79101	USA	2024-06-01T11:00:00Z	4500.33	-199.67	false	false	Short drop in wind velocity
LOG00005	biomass	2800	false	IA	PLANT004	BioRenew Plant	321 Biomass Blvd	Des Moines	50301	USA	2024-06-01T12:00:00Z	3100	300	true	false	Maintenance completed, output improved
LOG00006	geothermal	900	false	ID	PLANT005	GeoPower Facility	654 Geothermal Dr	Boise	83701	USA	2024-06-01T13:00:00Z	800.5	-99.5	false	true	Routine check, slightly below target
LOG00007	solar	1800	true	CO	PLANT006	RenewalSys Plant	111 Green St	Denver	80201	USA	2024-06-01T14:00:00Z	1950.2	150.2	true	true	Peak sun, high conversion
LOG00008	hydro	7000	false	CA	PLANT007	EcoWave Manufacturing	222 Ocean Ave	San Diego	92101	USA	2024-06-01T15:00:00Z	6500.8	-499.2	false	true	Lower tidal amplitude
LOG00009	solar	4800	false	AZ	PLANT008	SolarGrid Plant	333 Sunny St	Tucson	85701	USA	2024-06-01T16:00:00Z	4900	100	true	false	Panels cleaned last shift
LOG00010	wind	5200	true	OK	PLANT009	WindRise Factory	444 Prairie Dr	Oklahoma City	73101	USA	2024-06-01T17:00:00Z	5300.1	100.1	true	false	Wind gusts, turbines optimal
LOG00011	biomass	2700	false	WI	PLANT010	BioGen Plant	555 Organics Rd	Madison	53701	USA	2024-06-01T18:00:00Z	2600.6	-99.4	false	true	Biomass feedstock slightly low
LOG00012	solar	5000	false	AZ	PLANT001	GreenTech Manufacturing	123 Solar Way	Phoenix	85001	USA	2024-06-01T19:00:00Z	4800	-200	false	true	Cloud cover, reduced output
LOG00013	hydro	7000	true	OR	PLANT011	HydroPrime Facility	666 Rapids Ln	Portland	97201	USA	2024-06-01T20:00:00Z	7200	200	true	true	Dam turbine upgrade completed
LOG00014	geothermal	900	false	NV	PLANT012	GeoForce Plant	777 Volcanic Dr	Reno	89501	USA	2024-06-01T21:00:00Z	950	50	true	false	Thermal output normal
LOG00015	solar	3200	true	NV	PLANT013	RenewAll Facility	888 Clean Ave	Las Vegas	89101	USA	2024-06-01T22:00:00Z	3500	300	true	true	Sun high, strong output
LOG00016	wind	6000	false	WY	PLANT014	WindMasters Plant	999 Windy Rd	Cheyenne	82001	USA	2024-06-01T23:00:00Z	5700	-300	false	false	Turbine maintenance due
LOG00017	biomass	4200	true	UT	PLANT015	EcoFusion Facility	1011 Fusion Blvd	Salt Lake City	84101	USA	2024-06-02T00:00:00Z	4300	100	true	true	Biofuel supply maximized
LOG00018	geothermal	1050	false	ID	PLANT016	GeoThermX Plant	1212 Heat St	Twin Falls	83301	USA	2024-06-02T01:00:00Z	1000	-50	false	false	System calibration ongoing
LOG00019	hydro	8000	true	WA	PLANT017	HydroEdge Facility	1313 Cascade Dr	Spokane	99201	USA	2024-06-02T02:00:00Z	8200	200	true	true	Flow rate above forecast
LOG00020	solar	6000	false	NM	PLANT018	SolarVista Plant	1414 Sun Rd	Albuquerque	87101	USA	2024-06-02T03:00:00Z	5800	-200	false	true	Minor inverter issue

What the 120 rows show

from the 120-row sample

Wind (energy source) stands out: mean sustainability_target_kwh is 8,852, against 5,848 for the rest.

43%is_peak_period = true
6,000median sustainability_target_kwh
7plant address countries
6,100median energy_consumed_kwh
0.0median deviation_from_target_kwh

Mean sustainability_target_kwh by energy_source120 rows

sustainability_target_kwh120 rows, in bands of 2,000

Median 6,000, from 900 to 15,500.

plant_address_state120 rows · top 10 of 35 values

CA12
ID8
NV7
AZ6
TX6
CO6
ON6
OR5
WA5
NH4

17 columns by typefrom the column list below

string 10
float 3
datetime 1
boolean 3

Columns

17 columns in four groups

blueprint · 17 columns
column	type	description	example
Text 10 columns
`log_id`	string	Unique identifier for each hourly energy usage log entryunique	LOG00001
`plant_id`	string	Unique identifier for the manufacturing plant	PLANT001
`plant_name`	string	Name of the manufacturing plant	GreenTech Manufacturing
`plant_address_street`	string	Street address of the manufacturing plant	123 Solar Way
`plant_address_city`	string	City where the manufacturing plant is located	Phoenix
`plant_address_state`	string	State or region of the manufacturing plant	AZ
`plant_address_postal_code`	string	Postal code of the manufacturing plant	85001
`plant_address_country`	string	Country where the manufacturing plant is located7 countries	USA
`energy_source`	string	Primary renewable energy source used during the hour6 values	solar
`notes`	string	Optional field for operational notes, anomalies, or commentsoptional	Wind speeds moderate
Numbers 3 columns
`energy_consumed_kwh`	float	Total renewable energy consumed during the hour (in kWh)0 or more	5200.55
`sustainability_target_kwh`	float	Hourly renewable energy consumption target for sustainability/ESG reporting (in kWh)0 or more	5000
`deviation_from_target_kwh`	float	Difference between actual and target consumption (energy_consumed_kwh - sustainability_target_kwh)	200.55
Dates and times 1 column
`log_timestamp`	datetime	Date and time of the hourly log entry (start of the hour)	2024-06-01T08:00:00Z
True or false 3 columns
`is_peak_period`	boolean	Flag indicating if the log entry falls within a defined peak usage period	true
`is_target_met`	boolean	Flag indicating whether the sustainability target was met for the hour	true
`esg_reporting_flag`	boolean	Flag indicating if this log entry should be included in ESG reporting	true

Use it for

A manufacturing dashboard
The is_peak_period rate, sustainability_target_kwh by energy_source and a breakdown of plant_address_state. Excel, Power BI or Tableau.
Why do the 27 wind rows have a mean sustainability_target_kwh of 8,852?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs120
LOG000015000solar
LOG000024000wind
LOG000044700wind
A software demo
Believable logs with plant_id, plant_name and plant_address_street to fill a screen in front of a buyer.

This dataset120 rows17 columns

Yours1,000 rows17 columnsplant_address_street: UK only

blueprint · factory-renewable-energy-usage-logs

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 17 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with

Each entry represents 1 hour of energy usage
Energy source codes (solar, wind, etc.) must be specified
Flag if usage falls below 60% renewable energy target
Include peak usage periods and their energy sources
Plants missing more than 3 hours of data trigger a data quality alert

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: factory-renewable-energy-usage-logs

What should your data show?

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Sample rows

What the 120 rows show

Columns

Use it for

A manufacturing dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Manufacturing

What should your data show?