Energy Management and Event Detection in Heater System for Safety Application
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Дата
2020
Автори
Науковий керівник
Назва журналу
Номер ISSN
Назва тому
Видавець
КПІ ім. Ігоря Сікорського
Анотація
In this article a method of analyzing and notification about an event in water heater is seen. Temperature,
water flow and power consumption are main parameters for indication of alert data. For analyzing and the event detection
data from the real-time measurement system is compared to the statistics from Influxdb, the temperature data was analyzed.
The statistics in Influxdb is changing through the time by Moving Window function. The comparison of data from the realtime measurement system and Influxdb is performed with Gaussian distribution and applying of 3-sigma rule. Data which
is indicated as not common and dangerous detects as the event. Information about the event detection is sent to the customer
by email using Gmail service. As a result, the Gaussian distribution was built and the algorithm for the sending the message
was written.
Опис
Ключові слова
Gaussian distribution, event detection, heater system, alert notification, Smart house, Smart Micro-Grid, Нормальний розподіл, виявлення подій, система обігрівача, оповіщення про небезпеку, Розумний будинок, Smart-Grid
Бібліографічний опис
Okhmak, V. M. Energy Management and Event Detection in Heater System for Safety Application / V. M. Okhmak // Електронна та Акустична Інженерія : науково-технічний журнал. – 2020. – Т. 3, № 4. – С. 34-37. – Бібліогр.: 10 назв.