Published July 1, 2026 | Version 1.0.0

Dataset for "Autonomous PV-Powered Smart Windows: Active Glass Heating in NZEB Applications"

  • 1. ROR icon Kielce University of Technology

Description

Dataset for "Autonomous PV-Powered Smart Windows: Active Glass Heating in NZEB Applications"

PROJECT INFORMATION

- Granting Agency: National Science Centre (NCN), Poland

- Grant Scheme: MINIATURA 9

- Grant Number:  DEC-2025/09/X/ST8/00339

- Project Title: Integracja fotowoltaiki z oknami ogrzewanymi elektrycznie:   pilotażowe badanie w celu zwiększenia efektywności energetycznej budynków   (Integrating photovoltaics with electrically heated windows: a pilot   investigation for enhanced building energy efficiency)

-Principal investigator: Dr. Hanna Koshlak

- Institution: Kielce University of Technology, Faculty of Environmental Engineering, Geodesy, and Renewable Energy, Kielce, Poland

This open-access dataset contains raw and processed high-temporal-resolution experimental time-series logs supporting the research paper presented at the "CONECT conference: "Autonomous PV-Powered Smart Windows: Active Glass Heating in NZEB Applications"

Available at: https://ect-journals.rtu.lv/conect/article/view/CONECT.2026.001

The dataset package consists of the following data files:

1) climatic_chamber_high_res_timeseries.csv
   - Resolution: Minute-by-minute logs (720 records)
   - Scope: Laboratory test cycles inside a dual-zone climatic chamber 
     replicating baseline scenarios (T_ext = 0 °C and T_ext = -25 °C) 
     across both passive and active states (25 W thermal barrier active load).

2) insitu_field_high_res_timeseries.csv
   - Resolution: Hourly intervals (2160 records)
   - Scope: Environmental and electrical time-series parameters capturing 
     real-world operational profiles across January, February, and March 2026.


 DATA DICTIONARY & INSTRUMENTATION SPECIFICATIONS
1. Heat Flux Monitoring:    9x Hukseflux FHF05 thin-film sensors (heat flux sensors installed directly adjacent to the polyimide foil on Surface 5
 connected to LI19 high-precision recorders.
2. Gap 1 Temperature:       9x K-type thermocouples (Pico Technology) placed in 3x3 grid.
3. Surface Temperatures:    3x Omega SA3-K (Surface 2) and 1x Omega SA3-K (Surface 6).
4. Interior Gap 2:          1x K-type thermocouple (Pico Technology).
5. Data Logging System:     Lutron TM-947SD and Hukseflux LI19 (1-minute stabilization logs).
6. HF11: total net energy exchange (W/m²) logged via a room-facing Hukseflux 
  sensor on Surface 6.
6. Solar irradiation: real-world solar power density (W/m²) incident 
  on the south-eastern testing facade.
7. PV Power Yield, W: instantaneous electrical power output (W) generated by 
  the active glazing integrated photovoltaic framework.
8. Battery state of charge: monitored capacity status (%) of the 60 Ah 
  LiFePO4 battery storage buffer.
9 Thermal barrier load, W: power consumption (W) allocated to the active 
  window heating structure.

Files

climatic_chamber_high_res_timeseries.csv

Files (401.1 kB)

Name Size Download all
md5:1a63013fdccd3fb9c0cb509aeb4cca2b
140.4 kB Preview Download
md5:a036b6e773d456486e1b8a9e61d80d10
255.8 kB Preview Download
md5:5933cc31e70a98bab8df20ae96edd3d9
4.9 kB Preview Download

Additional details

Related works

Is supplement to
Dataset: 10.7250/CONECT.2026.001 (DOI)

Funding

National Science Centre
Integrating photovoltaics with electrically heated windows: a pilot investigation for enhanced building energy efficiency DEC-2025/09/X/ST8/00339

Dates

Created
2024-01-01/ 2025-03-31