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IoTSyn Generated Physics-Based Synthetic · IoTSyn

Synthetic Smart Home IoT Sensor Dataset — 26.5°C, 100 Rows

Smart Home & Buildings Smart Home
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IoTSyn v3.1.0
License

Generated Dataset Summary

"Free CC0 synthetic dataset: 100 rows of indoor temperature, humidity, CO2, light and occupancy readings. 26.5°C. Reproducible from its seed."

Generation Notes

Overview

Synthetic indoor environment sensor data for smart home IoT research. Generated using physics-based models including multi-harmonic Fourier temperature decomposition, CO₂ mass-balance ODEs, and time-dependent Markov occupancy chains.

100 data points, 8 columns. Config: Setpoint: 26.5C.

Column Schema

ColumnDescription
TimestampISO 8601 datetime
RoomCategorical: Living_Room, Bedroom, Kitchen, Bathroom
Temp_CIndoor temperature (°C), range [15, 35]
Humidity_PctRelative humidity (%), range [25, 85]
CO2_ppmCO₂ concentration (ppm), range [380, 2500]
Light_LuxIlluminance (lux), range [0, 1000]
OccupancyNumber of occupants (0–8)
HVAC_StatusThermostat state: OFF, HEATING, COOLING

Mathematical Models

  • Temperature: Multi-harmonic Fourier: T(t) = T_set + A₁·sin(ω₁t + φ₁) + A₂·sin(2ω₁t + φ₂) + AR(1)
  • Humidity: Cholesky-correlated with temperature (ρ = −0.65)
  • CO₂: Mass-balance ODE: dC/dt = (n·G − Q·(C − C_out)) / V
  • Occupancy: Time-dependent Markov chain
  • HVAC: Three-state deadband thermostat (±1.5°C hysteresis)

Use Cases

  • HVAC optimization
  • Occupancy detection
  • Indoor air quality monitoring
  • Anomaly detection
  • Time-series forecasting

Reproducibility

Seed: 100570885. Reproduction requires the same engine version, parameters, seed, dependencies, and execution environment. IoTSyn v3.1.0.

Data Preview

TimestampRoomTemp_CHumidity_PctCO2_ppmLight_LuxOccupancyHVAC_Status
2026-03-16 15:04:20Living_Room26.258.342810OFF
2026-03-16 15:19:20Bedroom25.6576.142500OFF
2026-03-16 15:34:20Kitchen27.4762.442300OFF
2026-03-16 15:49:20Bathroom26.9184.9417140OFF
2026-03-16 16:04:20Living_Room25.4963.542600OFF

Showing first few rows for preview

Cite This Dataset

IoTSyn (2026). Smart Home Sensors — 26.5°C [100 rows] #ad71. [Dataset]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_69c1567440e515.74082686

Source metadata: IoTSyn Dataset Generator (2026)

Indexed by IoTDataset.com on Apr 03, 2026

Review the Source Record

Confirm the licence, version, access conditions, file format, and provenance at the source before use.

Primary source record — IoTSyn

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