graduate student from 01.01.2021 until now
Ufa State Oil Technical University (Department of Electrical Engineering and Electrical Equipment of Enterprises, Department Assistant)
graduate student from 01.01.2021 until now
Ufa, Ufa, Russian Federation
Ufa, Ufa, Russian Federation
Russian Federation
Ufa, Russian Federation
Purpose: development of an approach to automatic power consumption control for electric sidewalk heating systems based on resistive heating cables, ensuring minimal electricity consumption while maintaining the required level of anti-icing protection. Methods: a review and classification of existing control principles for snow melting systems is performed, ranging from simple air temperature thermostats to combined systems with surface temperature sensors, humidity sensors, and weather-dependent algorithms. For a comparative analysis of the effectiveness of various control strategies, a simplified thermal model of a heated slab is used, implemented using the numerical integration method (Euler’s method) with a discretization step of 5 minutes Energy consumption assessment is carried out based on the heat balance equation, taking into account the supplied power, heat losses, and the energy required for phase transition. Results: a block diagram of the automatic control system is proposed, including a power section, measuring components (air temperature, surface temperature, and humidity sensors), and a microprocessor controller capable of implementing logic and PID algorithms. Based on simulation of the system’s daily operation, it is established that switching from simple air temperature control to surface temperature control reduces energy consumption by 35 %, while applying a combined algorithm that accounts for the presence of moisture/precipitation reduces it by 60 % (from 2.5 to 1.0 kWh/m²). It is shown that the integration of forecast data and zonal power limiting creates additional energy saving potential. Practical importance: the obtained results can be used in the design of new and modernization of existing electric heating systems for sidewalks, entrance areas, ramps, and other urban infrastructure facilities. The proposed algorithms and system architecture allow for a well-founded choice of control strategy, ensuring a significant reduction in operational electricity costs without compromising pedestrian safety conditions.
electric sidewalk heating, resistive heating cable, snowmelt, automatic control, power consumption, humidity sensor, temperature sensor
1. Farahov T. M., Laptev A. G. Povyshenie energoeffektivnosti raspredelennyh sistem elektrosnabzheniya // Izvestiya vysshih uchebnyh zavedeniy. Problemy energetiki. 2021. T. 23, № 4. S. 15–25.
2. Laptev A. G., Sharafutdinov R. A. Intellektual'nye sistemy upravleniya elektropotrebleniem zdaniy // Izvestiya vysshih uchebnyh zavedeniy. Problemy energetiki. 2020. T. 22, № 3. S. 42–52.
3. Farahov T. M., Safiullin R. N. Gibkie algoritmy upravleniya nagruzkami v intellektual'nyh energosistemah // Izvestiya vysshih uchebnyh zavedeniy. Problemy energetiki. 2019. T. 21, № 2. S. 60–69.
4. Laptev A. G., Gabdrahmanov N. F. Povyshenie energeticheskoy effektivnosti inzhenernyh sistem zdaniy // Vestnik Kazanskogo gosudarstvennogo energeticheskogo universiteta. 2021. № 2. S. 33–41.
5. Farahov T. M., Hasanova E. R. Avtomatizirovannye sistemy upravleniya energopotrebleniem // Vestnik Kazanskogo gosudarstvennogo energeticheskogo universiteta. 2020. № 4. S. 58–66.
6. Solov'ev B. A., Hazieva R. T., Gamisoniya G. K. Generaciya energii na osnove effekta Zeebeka s ispol'zovaniem moduley Pel't'e // Elektrotehnicheskie sistemy i kompleksy. 2023. № 2. S. 44–52.
7. Shostakovskiy P. G. Termoelektricheskie istochniki pitaniya dlya elektronnoy apparatury // Komponenty i tehnologii. 2016. № 1. S. 90–95.
8. Ivanov M. A., Solov'ev B. A. Termoelektricheskie generatory v sistemah rekuperacii tepla // Energosberezhenie. 2022. № 6. S. 38–45.
9. Ayupov A. D., Solov'ev B. A. Analiz effektivnosti sistem utilizacii nizkopotencial'nogo tepla // Elektricheskie stancii. 2021. № 9. S. 31–38.
10. Hazieva R. T., Solov'ev B. A. Avtonomnoe elektropitanie datchikov na osnove termoelektricheskih generatorov // Avtomatizaciya i IT v energetike. 2020. № 5. S. 22–28.
11. Gamisoniya G. K., Solov'ev B. A. Energosbor v intellektual'noy gorodskoy infrastrukture // Gorodskoe hozyaystvo i ekologiya. 2019. № 3. S. 14–21.
12. SNiP 23-01-99*. Stroitel'naya klimatologiya. M.: Gosstroy Rossii, 2018.
13. GOST R 54852-2011. Sistemy elektricheskogo obogreva poverhnostey.
14. Shostakovskiy P. G. Termoelektricheskie generatory promyshlennogo primeneniya // Sovremennaya elektronika. 2015. № 1. S. 2–8.
15. A Comprehensive Review of Thermoelectric Generators / N. Jaziri [et al.] // Energy Reports. 2020. Vol. 6. Pp. 264–287.
16. Lund H., Østergaard P. A. Smart Energy Systems and Flexibility // Energy. 2020. Vol. 195. Art. 116982.
17. Li Y., Wu J., Zhang X. Energy-Efficient Control of Electric Heating Systems // Applied Energy. 2021. Vol. 285. Art. 116402.
18. Pfeiffelmann B., Benim A. C., Joos F. Water-Cooled Thermoelectric Generators // Energies. 2021. Vol. 14, no. 24. Art. 8329.
19. Kim J., Park S. Adaptive Control Strategies for Snow-Melting Systems // Applied Thermal Engineering. 2023. Vol. 214. Art. 118876.
20. Thermoelectric Generators for Waste Heat Recovery / M. Saha [et al.] // Sustainable Energy Technologies and Assessments. 2023. Vol. 59. Art. 103394.
21. Goldsmid H. J. Thermoelectric Refrigeration and Power Generation. London: Taylor & Francis, 2017.
22. Snyder G. J., Toberer E. S. Complex Thermoelectric Materials // Nature Materials. 2008. Vol. 7. Pp. 105–114.



