Technology EnCM
EnCM – Energy Consumption Management –
is a complex hardware and
service solution for managing
energy consumption of varying facilities.
Our system works in the ideology of IoT -
the Internet of Things, allowing
a facility’s network of physical
devices equipped with communication
technologies to interact with
each other and with the surrounding
environment without the need
for manual control.
EnCM – Energy Consumption Management –
is a complex hardware and
service solution for managing
energy consumption of varying facilities.
Our system works in the ideology of IoT -
the Internet of Things, allowing
a facility’s network of physical devices
equipped with communication
technologies to interact with
each other and with the surrounding
environment without the need
for manual control.

EnCM system components

    • Monitoring energy consumption in real-time

      • Collecting and storing data on energy consumption, climatic parameters and facility activity on a per second basis
      • Recognition of typical power consumption profiles based on machine learning methods
    • Analysis of gathered data

      • Automatic detection of abnormal and atypical equipment behavior
      • Search for the most promising optimization options (based on data accumulated at previous facilities)
      • Building a prediction model to forecast the dynamics of consumption throughout the day/week/season
    • Construction of a two-level automatic load control system

      • The internal control loop is based on a PID regulator, provides an acceptable level of control and remains operational in the absence of an internet connection
      • The outer control loop is based on Deep reinforcement learning and adjusts the parameters of the inner control loop to maximize equipment performance

How it works:

Data is collected at a facility to establish the
state of devices, climate and activity. EnCM uses
the Modbus data transfer protocol, implemented
through physical twisted pair wire or a wireless
connection based on WiFi, ZigBee, Z-wave and other protocols.

Big Data – hundreds of the parameters of the object

Data is transferred to our MQTT broker,
processed, sorted and stored with timestamps
at a maximum resolution frequency.
Multiple backups are organized in a cloud
database hosted in secure data centers.

EnCM technology

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