Transportation
17 columns
120 rows
8 formats

Fleet Battery Health Monitoring Log

This dataset provides detailed, real-time logs of electric vehicle fleet battery health, including charge status, temperature, usage patterns, and maintenance alerts. It enables transportation managers to optimize battery maintenance, extend asset lifespan, and support ESG reporting for sustainability initiatives. The comprehensive schema supports advanced analytics for operational efficiency and regulatory compliance.

last updated 16 Dec 2025
by GoMask

The brief that made it

Proactive battery maintenance scheduling for electric vehicle fleets

Sample rows

preview · 8 of 120 rows · all 17 columns

log_idstring	alert_typestring	temperature_celsiusfloat	alert_flagboolean	vehicle_idstring	battery_idstring	timestampdatetime	state_of_charge_percentfloat	state_of_health_percentfloat	voltage_voltsfloat	current_amperesfloat	charge_cyclesinteger	mileage_kmfloat	location_latitudefloat	location_longitudefloat	maintenance_due_datedate	esg_compliance_flagboolean
A3F9XZ2T-0011	none	22.3	false	VHC-1001	BAT-123A	2024-06-01T08:15:17Z	98.2	100	362.7	5.1	2	54.3	40.7128	-74.006	2025-05-31	true
B6K7LN5W-0212	none	29.6	false	VHC-1002	BAT-234B	2024-06-01T09:45:33Z	84.7	95.2	359.1	14.3	105	11240.9	34.0522	-118.2437	blank	true
C1J8TR4Q-0033	none	36.1	false	VHC-1003	BAT-345C	2024-06-01T10:09:02Z	44.6	82.5	353.7	33.8	210	19520.1	41.8781	-87.6298	2024-12-10	true
D4F2GK7B-0104	none	28.4	false	VHC-1001	BAT-123A	2024-06-01T11:22:41Z	73.3	99.2	361.5	12.6	6	323.8	40.7146	-74.0071	2025-05-31	true
E9U2FJ3S-0025	none	31.2	false	VHC-1004	BAT-456D	2024-06-01T12:32:21Z	59.2	93.8	355.8	22.9	120	13897.7	blank	blank	blank	true
F3D5KT7V-1001	none	39.8	false	VHC-1005	BAT-567E	2024-06-01T13:47:58Z	65.1	87.9	354.2	36.5	330	22988.6	37.7749	-122.4194	2024-11-01	true
G8E9QM1U-0012	temperature	64.2	true	VHC-1006	BAT-678F	2024-06-01T14:29:47Z	16.4	63.2	345.1	39.7	1120	92234.5	47.6062	-122.3321	2024-06-03	false
H5B2UJ6M-0317	state_of_health	24.7	true	VHC-1007	BAT-789G	2024-06-01T15:10:22Z	27.9	57.4	338.8	26.4	1500	105440.8	blank	blank	2024-06-02	false
I2N7PV5T-0402	none	16.9	false	VHC-1008	BAT-890H	2024-06-01T16:21:55Z	100	99.9	365	6.1	0	0	51.5074	-0.1278	2025-06-01	true
J8K3RC5O-0509	voltage	-40	true	VHC-1009	BAT-901J	2024-06-01T17:38:09Z	3.4	0.1	0	-55.6	9999	360000	90	180	2024-06-02	false
K1M8YF6N-0603	none	33.5	false	VHC-1002	BAT-234B	2024-06-01T18:43:41Z	77.9	94.1	356.6	18.8	145	14890.2	48.8566	2.3522	blank	true
L7P2QT9A-0707	none	41.6	false	VHC-1010	BAT-012K	2024-06-01T19:28:13Z	52.5	79.8	350.8	28.5	950	78561.4	blank	blank	2024-09-10	true
M6R4ZV5C-0808	state_of_health	12.4	true	VHC-1011	BAT-123L	2024-06-01T20:47:30Z	12.7	55	332.7	23.2	1320	110300.2	55.7558	37.6173	2024-06-02	false
N2T8BG4Q-0901	none	27	false	VHC-1012	BAT-234M	2024-06-01T21:13:15Z	81.5	92.2	358.3	13.8	80	9357	blank	blank	2025-01-15	true
O5F3XE7S-1002	none	37.1	false	VHC-1013	BAT-345N	2024-06-01T22:32:01Z	48.8	88.3	355.4	20.9	290	22587.6	39.7392	-104.9903	blank	true
P9S6MR2V-1105	temperature	72.5	true	VHC-1014	BAT-456O	2024-06-02T00:01:30Z	35.4	69.7	344.7	41.1	1160	105944.9	60.1699	24.9384	2024-06-04	false
Q7V1FH5M-1211	none	32.2	false	VHC-1015	BAT-567P	2024-06-02T01:29:44Z	61.8	83.6	355.1	35.2	410	35422.5	35.6895	139.6917	2024-10-15	true
R4K8BU2N-1308	state_of_health	10.9	true	VHC-1016	BAT-678Q	2024-06-02T02:10:16Z	13.5	59.2	331.4	27.6	1400	118160.7	-33.8688	151.2093	2024-06-03	false
S2J3GK8P-1404	none	37.3	false	VHC-1017	BAT-789R	2024-06-02T03:24:09Z	22.1	89.9	355	23.7	340	23903.5	blank	blank	blank	true
T6P2EN7C-1506	none	26.1	false	VHC-1018	BAT-890S	2024-06-02T04:45:26Z	95.7	97.2	358.9	7.3	11	540.2	52.52	13.405	2025-05-31	true

What the 120 rows show

from the 120-row sample

Temperature (alert type) stands out: mean temperature_celsius is 69.3, against 23.5 for the rest.

39%alert_flag = true
27.8median temperature_celsius
51.5median state_of_charge_percent
80.7median state_of_health_percent
346.9median voltage_volts
23.0median current_amperes

temperature_celsius120 rows, in bands of 20

Median 27.8, from -40.0 to 99.9.

17 columns by typefrom the column list below

string 4
integer 1
float 8
date 1
datetime 1
boolean 2

Columns

17 columns in four groups

blueprint · 17 columns
column	type	description	example
Text 4 columns
`log_id`	string	Unique identifier for each battery health log entryunique	A3F9XZ2T-0011
`vehicle_id`	string	Unique identifier for the vehicle in the fleet	VHC-1001
`battery_id`	string	Unique identifier for the battery within the vehicle	BAT-123A
`alert_type`	string	Type of alert triggered (e.g., 'temperature', 'state_of_health', 'voltage', 'none')temperature · state_of_health · voltage · none · optional	none
Numbers 9 columns
`state_of_charge_percent`	float	Current battery state of charge as a percentage (0-100%)0 to 100	98.2
`state_of_health_percent`	float	Current battery state of health as a percentage (0-100%)0 to 100	100
`temperature_celsius`	float	Battery temperature in degrees Celsius at the time of logging-40 to 100	22.3
`voltage_volts`	float	Battery voltage in volts at the time of logging0 or more	362.7
`current_amperes`	float	Battery current in amperes at the time of logging	5.1
`charge_cycles`	integer	Number of charge/discharge cycles completed by the battery0 or more	2
`mileage_km`	float	Total kilometers driven by the vehicle since battery installation0 or more	54.3
`location_latitude`	float	Latitude coordinate of the vehicle at the time of logging-90 to 90 · optional	40.7128
`location_longitude`	float	Longitude coordinate of the vehicle at the time of logging-180 to 180 · optional	-74.006
Dates and times 2 columns
`timestamp`	datetime	Date and time when the battery health data was recorded	2024-06-01T08:15:17Z
`maintenance_due_date`	date	Scheduled date for next battery maintenance based on health metricsoptional	2025-05-31
True or false 2 columns
`alert_flag`	boolean	Indicates if the battery health parameters triggered a maintenance alert	false
`esg_compliance_flag`	boolean	Indicates if the battery usage and health are compliant with ESG standardsoptional	true

Use it for

A transportation dashboard
The alert_flag rate and temperature_celsius by alert_type. Excel, Power BI or Tableau.
Why do the 19 temperature rows have a mean temperature_celsius of 69.3?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs120
A3F9XZ2T-001122.3none
G8E9QM1U-001264.2temperat…
H5B2UJ6M-031724.7state_of…
A software demo
Believable logs with vehicle_id, battery_id and timestamp to fill a screen in front of a buyer.

This dataset120 rows17 columns

Yours1,000 rows17 columnsstate_of_charge_percent: UK only

blueprint · fleet-battery-health-monitoring-log

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 row represents one vehicle’s battery status on a given day.
Include battery charge cycles, state of health, and temperature anomalies.
Flag units with health below manufacturer threshold for maintenance.
Must log charging station utilization and downtime events.
Aggregate monthly summary for fleet-wide sustainability reporting.

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: fleet-battery-health-monitoring-log

What should your data show?

No signup. No card.

Sample rows

What the 120 rows show

Columns

Use it for

A transportation dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Transportation

What should your data show?