Intelligent Thermal Energy Loss Accounting Systems

Elena Ryzhova

doi:10.20295/2223-9987-2026-2-206-216

UDC 620.9 UDC 621.311

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INTELLIGENT THERMAL ENERGY LOSS ACCOUNTING SYSTEMS Intelligent Thermal Energy Loss Accounting Systems

АА Аа

Published in Bulletin of scientific research results · Volume 2026, Issue 2 · Pages 206–216 · Rubric: GENERAL TECHNICAL PROBLEMS AND SOLUTION APPROACH

DOI: https://doi.org/10.20295/2223-9987-2026-2-206-216

Received: 01.05.2026 Accepted: 29.05.2026 Published: 29.06.2026

Authors

Elena Ryzhova

Academic degree: candidate of technical sciences

Science rang: docent

Emperor Alexander I St. Petersburg State Transport University Associate Professor · Department “Theoretical Foundations of Electrical Engineering and Power Engineering” · Russian Federation

ABSTRACT

Objective: to examine the need for a comprehensive energy efficiency assessment of intelligent heat loss metering systems and their potential. To demonstrate the need to reduce losses, which directly impacts primary energy consumption, which in turn leads to a reduction in greenhouse gas emissions and other harmful substances. To propose technologies for integrating heat loss metering systems into a common digital infrastructure to create a unified information space for managing energy flows and resources. Methods: a wide range of intelligent heat loss metering systems, differing in functionality and technologies, was examined. A comparative analysis of intelligent automated heat metering systems was conducted based on data collected over different seasons, using comprehensive statistical processing to identify relationships between indoor temperature, outdoor air temperature, and heat loss values. Results: the need for objective energy consumption monitoring based on accurate heat loss data has been demonstrated, allowing for the identification of inefficient areas in heating systems. It has been established that analyzing data from intelligent heat loss metering systems not only allows for assessing the current state of systems but also predicting their behavior under various conditions. This provides the basis for integrating such systems with other intelligent integrated energy monitoring and management systems, significantly improving overall energy efficiency. This study identified the need to implement intelligent systems for recording heat energy losses and the use of approaches to assessing them and the effectiveness of energy-saving measures, which will reduce operating costs, increase the reliability of heat supply systems, and reduce the burden on the environment by reducing greenhouse gas emissions. Practical significance: The need for informed management decisions aimed at minimizing losses, optimizing equipment operating modes, and, consequently, reducing fuel and energy costs is demonstrated. The development of methods for diagnosing and eliminating the causes of heat loss will enable the identification of insulation defects, malfunctions of intelligent heat loss metering systems, and other factors leading to inefficient heat consumption. The development of energy-saving measures will ensure the comparability of the results of various systems and accelerate their implementation.

KEYWORDS

thermal energy, intelligent system, thermal energy loss accounting, energy saving, energy efficiency, wireless information transmission technologies, hardware and software

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1. Energoeffektivnost' i razvitie umnyh setey v regionah Rossii / V. M. Matyushok [i dr.] // Regional'naya ekonomika i upravlenie: elektronnyy nauchnyy zhurnal. 2019. № 1 (57). S. 2. EDN PQBGUS

2. Gasho E. G., Kozyr' A. V. O kompleksnoy ocenke effektivnosti otopitel'nyh sistem zdaniy v neraschetnyh rezhimah // Problemy energetiki. 2003. № 3. S. 3–12. URL: https://elibrary. ru/racczd (data obrascheniya: 30.04.2026).

3. Ocenka zavisimosti poter' energii v teplovyh setyah ot teplofizicheskih svoystv vneshnih usloviy / H. C. Larin [i dr.] // Student. Aspirant. Issledovatel'. 2018. № 9 (39). S. 250–256. EDN YLUXML

4. Shtern Yu. I., Kozhevnikov Ya. S., Rygalin D. B. Intellektual'naya sistema i elektronnye komponenty dlya kontrolya potrebleniya teplovoy energii // Izvestiya vysshih uchebnyh zavedeniy. Elektronika. 2015. T. 20, № 5. S. 536–542. EDN UNSUTJ

5. Galiullina E. R. Cifrovoy servis priema i obrabotki pokazaniy schetchikov potrebiteley s elementami interneta veschey i iskusstvennogo intellekta // Skif. Voprosy studencheskoy nauki. 2022. № 6 (70). S. 465–469. EDN QRBPEE

6. Tahavutdinov R. G., Vorkunov O. V. Komp'yuternaya izmeritel'naya sistema raspredelennogo kontrolya teplovyh poter' // Sovremennye naukoemkie tehnologii. 2005. № 3. S. 66–67. EDN JJYOAX

7. Zhmura I. R. Sravnenie sovremennyh metodov modelirovaniya poter' elektroenergii // Innovacionnye nauchnye issledovaniya. 2024. № 11–1 (47). S. 11–21. DOI: 10.5281/ zenodo.14237518. EDN EIZJVU

8. Nesterov N. A., Astapov V. N. Perspektivy ispol'zovaniya cifrovyh sistem dispetcherskogo upravleniya v elektroenergetike, umnye schetchiki kak instrument modernizacii // Mezhdunarodnyy studencheskiy nauchnyy vestnik. 2025. № 6. S. 4. EDN XSECSB

9. Avtomatizirovannaya sistema kompleksnogo ucheta teploresursov. URL: https://www. krug2000.ru/decisions/solutions_comacc/ackyt.html (data obrascheniya: 30.04.2026).

10. Sistema monitoringa i upravleniya «Energoatlas». URL: https://energoatlas.com/ (data obrascheniya: 30.04.2026).

11. Sistema ucheta tepla. Kommercheskiy i tehnicheskiy uchet tepla. Telemetriya tepla. URL: https://nekta.tech/askut/ (data obrascheniya: 30.04.2026).

12. Schetchiki i umnye sistemy: kak ekonomit' na otoplenii do 30 %. URL: https://realty. rbc.ru/news/5f8efc3c9a79473f70a1d5e4?from=copy (data obrascheniya: 30.04.2026).

13. Pugacheva A. I. Ocenka sostoyaniya teploenergeticheskogo kompleksa Habarovskogo kraya po urovnyu poter' teplovoy energii na razlichnyh etapah generacii // Molodezh' i nauka: aktual'nye problemy fundamental'nyh i prikladnyh issledovaniy: materialy V Vserossiyskoy nacional'noy nauchnoy konferencii molodyh uchenyh: v 4 ch. (Komsomol'sk-na-Amure, 11–15 aprelya 2022 goda). Komsomol'sk-na-Amure: Komsomol'skiy-na-Amure gosudarstvennyy universitet, 2022. S. 242–246. EDN CSQPJT

14. Ocenka poter' energii v teplovyh setyah po rezul'tatam ispytaniy rezhimov ih raboty / S. V. Yurtaev [i dr.] // XLVIII Ogarevskie chteniya: materialy nauchnoy konferencii: v 3 ch. (Saransk, 6–13 dekabrya 2019 goda). Saransk: Nacional'nyy issledovatel'skiy mordovskiy gosudarstvennyy universitet im. N. P. Ogareva, 2020. S. 388–393. EDN ZMBIOC

15. Mashrapov A. A. Umnye schetchiki elektricheskoy energii v intellektual'nyh sistemah sbora dannyh // Potencial i vyzovy razvitiya vozobnovlyaemoy energetiki: sbornik materialov IV Vserossiyskoy nauchno-prakticheskoy konferencii s mezhdunarodnym uchastiem (Nevinnomyssk, 22–26 dekabrya 2025 goda). Stavropol': Severo-Kavkazskiy federal'nyy universitet, 2026. S. 177–178. EDN ITJZKB

16. Gnatok D. V. Umnye schetchiki elektroenergii // Elektrooborudovanie, elektrotehnologii i energetika APK: sbornik statey Nauchno-prakticheskoy konferencii, posvyaschennoy 200‑letiyu Gustava Roberta Kirhgofa (Ekaterinburg, 21 fevralya 2024 goda). Ekaterinburg: Ural'skiy gosudarstvennyy agrarnyy universitet, 2024. S. 9–14. EDN SFNCIO

GOST

Ryzhova E. L. Intelligent Thermal Energy Loss Accounting Systems // Bulletin of scientific research results. 2026. no. 2. pp. 206-216. DOI: https://doi.org/10.20295/2223-9987-2026-2-206-216. (Date of access 15.10.2026).

MLA

Elena Ryzhova. "Intelligent Thermal Energy Loss Accounting Systems." Bulletin of scientific research results 2026.2 (2026): 206-216. DOI: https://doi.org/10.20295/2223-9987-2026-2-206-216.

APA

Ryzhova E. L. (2026). Intelligent Thermal Energy Loss Accounting Systems. Bulletin of scientific research results, 2026(2), 206-216. https://doi.org/10.20295/2223-9987-2026-2-206-216

Chicago

Elena Ryzhova. "Intelligent Thermal Energy Loss Accounting Systems." Bulletin of scientific research results 2026, no. 2 (2026): 206-216. https://doi.org/10.20295/2223-9987-2026-2-206-216.

WIKI

{{cite journal | author = Ryzhova E. L. | title = Intelligent Thermal Energy Loss Accounting Systems | journal = Bulletin of scientific research results | year = 2026 | volume = 2026 | issue = 2 | pages = 206-216 | doi = 10.20295/2223-9987-2026-2-206-216 }}

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INTELLIGENT THERMAL ENERGY LOSS ACCOUNTING SYSTEMS Intelligent Thermal Energy Loss Accounting Systems

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