Open-source energy management system that can be used in buildings, shopping malls, factories, hospitals, and airports

Open SourceIoT

2026-06-27 22:52 1 次浏览 • 0 次下载 71.7MB

Open-source energy management system that can be used in buildings, shopping malls, factories, hospitals, and airports

One. Open-source project introduction

This open-source project is the pioneer of open-source energy management systems. It can be used for energy data collection, processing, analysis, and visualization analysis and reporting in various energy-using units such as buildings, shopping malls, factories, hospitals, and airports. It also has device management, fault diagnosis, work order management, and artificial intelligence optimization control functions. Developed and maintained by a team of experienced professionals, the system code is published under the MIT open-source software license. Using open-source to help achieve carbon peak and carbon neutrality

Two. Function overview

Function version comparison

Function	Community version	Enterprise version	Description
Open-source	✔️	❌
Price	Free	Paid	Standard component authorization fee; customized component development fee;
Changing brand name and logo	❌	✔️
Modbus TCP protocol	✔️	✔️	Data Collection https://modbus.org/
Data Point Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Meter Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Space Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Device Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Tenant Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Store Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Workshop Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Combined Device Quantity	No Limit	No Limit	Actual Quantity Limited by Server Resource Upper Limit
Docker Containerized Deployment	✔️	✔️	https://www.docker.com/
Kubernetes Deployment	❌	✔️	https://kubernetes.io/
MySQL	✔️	✔️	http://mysql.com/
MariaDB	✔️	✔️	https://mariadb.org/
SingleStore	❌️	✔️	https://www.singlestore.com/
AWS Cloud Deployment	✔️	✔️	https://aws.amazon.com/
AZure Cloud Deployment	✔️	✔️	https://azure.microsoft.com/
Aliyun Deployment	✔️	✔️	https://aliyun.com/
Private Cloud Deployment	✔️	✔️
Overview Page	✔️	✔️	This Month Total Energy Consumption, This Month Total Cost, This Month Consumption Standard Coal, This Month Ton CO2 Emission, Time-division Energy Consumption, Cost Proportion, Ton Standard Coal Proportion, Ton CO2 Emission Proportion, This Month Energy Trend, This Month Cost Trend, Related Parameters, This Month Sub-space Data
Data Comparison Analysis	✔️	✔️	Same as Last Year, Same as Last Month, Free Comparison, No Comparison
Excel Export	✔️	✔️	Table, Line Chart, Bar Chart, Pie Chart
Meter Data/Energy Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Energy, Benchmark Period Total Energy, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Energy Trend, Related Parameters, Detailed Data, Export Excel
Meter Data/Cost Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Cost, Benchmark Period Total Cost, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Cost Trend, Related Parameters, Detailed Data, Export Excel
Meter Data/Trend Analysis	✔️	✔️	Filter by Space Hierarchy, Trend Value, Related Parameters, Detailed Data, Export Excel
Meter Data/Real-time Analysis	✔️	✔️	Filter by Space Hierarchy, Energy Value Point Latest Value, Energy Value Point Latest Hour Trend, Related Parameters Latest Value, Real-time Refresh
Meter Data/Total Table Balance Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Time Scales, Report Period Total Table Consumption, Report Period Table Consumption, Report Period Difference, Report Period Difference Percentage, Export Excel
Meter Data/Offline Table Energy Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Energy, Benchmark Period Total Energy, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Energy Trend, Related Parameters, Detailed Data, Export Excel
Meter Data/Offline Table Cost Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Cost, Benchmark Period Total Cost, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Cost Trend, Related Parameters, Detailed Data, Export Excel
Meter Data/Virtual Table Energy Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Energy, Benchmark Period Total Energy, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Energy Trend, Related Parameters, Detailed Data, Export Excel
Meter Data/Virtual Table Cost Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Cost, Benchmark Period Total Cost, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Cost Trend, Related Parameters, Detailed Data, Export Excel
Meter Data/Meter Ledger	✔️	✔️	Filter by Space Hierarchy, Include Name, Space, Cost Center, Energy Classification, Description, etc. Attributes, Export Excel
Space Data/Energy Classification Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Classification Total Energy, Benchmark Period Classification Total Energy, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Classification Energy Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Energy Item Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Item Total Energy, Benchmark Period Item Total Energy, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Item Energy Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Cost Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Cost, Report Period Classification Total Cost, Benchmark Period Classification Total Cost, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Classification Cost Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Output Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Classification Total Output, Benchmark Period Classification Total Output, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Classification Output Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Income Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Total Income, Report Period Classification Total Income, Benchmark Period Classification Total Income, Report Period Consumption Standard Coal, Report Period Ton CO2 Emission, Report Period Classification Income Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Efficiency Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Cumulative Efficiency, Report Period Cumulative Efficiency Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Load Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Classification Average Load, Report Period Classification Maximum Load, Report Period Classification Load Coefficient, Report Period Classification Average Load Trend, Report Period Classification Maximum Load Trend, Report Period Classification Load Coefficient Trend, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Statistical Analysis	✔️	✔️	Filter by Space Hierarchy, Multiple Comparison Types, Multiple Time Scales, Report Period Classification Consumption Arithmetic Mean, Report Period Classification Consumption Median, Report Period Classification Consumption Minimum Value, Report Period Classification Consumption Maximum Value, Report Period Classification Consumption Sample Standard Deviation, Report Period Classification Consumption Sample Variance, Unit Area Value, Related Parameters, Detailed Data, Sub-space Data, Export Excel
Space Data/Energy Saving Analysis	❌	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total savings (baseline-actual) in the reporting period, Total savings in tons of standard coal (baseline-actual) in the reporting period, Actual reduction in tons of carbon dioxide emissions (baseline-actual) in the reporting period, Savings rate of tons of standard coal, Reduction rate of tons of carbon dioxide emissions, Trend of savings in the reporting period, Unit area value, Relevant parameters, Detailed data, Subspace data, Export Excel, Energy consumption prediction component required
Device Data/Energy Classification Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total energy consumption in the reporting period, Total energy consumption in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of energy consumption in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Itemized Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total energy consumption of each item in the reporting period, Total energy consumption of each item in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of energy consumption of each item in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Cost Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total cost in the reporting period, Total cost of each category in the reporting period, Total cost of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of cost of each category in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Output Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total output of each category in the reporting period, Total output of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of output of each category in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Income Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total income in the reporting period, Total income of each category in the reporting period, Total income of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of income of each category in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Efficiency Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Cumulative efficiency in the reporting period, Trend of cumulative efficiency in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Load Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Average load of each category in the reporting period, Maximum load of each category in the reporting period, Load coefficient of each category in the reporting period, Trend of average load of each category in the reporting period, Trend of maximum load of each category in the reporting period, Trend of load coefficient of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Device Data/Statistical Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Arithmetic mean of energy consumption of each category in the reporting period, Median of energy consumption of each category in the reporting period, Minimum value of energy consumption of each category in the reporting period, Maximum value of energy consumption of each category in the reporting period, Sample standard deviation of energy consumption of each category in the reporting period, Sample variance of energy consumption of each category in the reporting period, Relevant parameters, Detailed data, Export Excel
Device Data/Energy Saving Analysis	❌	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total savings (baseline-actual) in the reporting period, Total savings in tons of standard coal (baseline-actual) in the reporting period, Actual reduction in tons of carbon dioxide emissions (baseline-actual) in the reporting period, Savings rate of tons of standard coal, Reduction rate of tons of carbon dioxide emissions, Trend of savings of each category in the reporting period, Relevant parameters, Detailed data, Export Excel, Energy consumption prediction component required
Device Data/Batch Analysis	✔️	✔️	Filter by spatial hierarchy, recursive query by space, Query all energy consumption classification data by reporting period, Export Excel
Device Data/Device Register	✔️	✔️	Filter by spatial hierarchy, Device list including name, space, cost center, description, Export Excel
Tenant Data/Energy Classification Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total energy consumption of each category in the reporting period, Total energy consumption of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of energy consumption of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Tenant Data/Itemized Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total energy consumption of each item in the reporting period, Total energy consumption of each item in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of energy consumption of each item in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Tenant Data/Cost Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total cost in the reporting period, Total cost of each category in the reporting period, Total cost of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of cost of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Tenant Data/Load Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Average load of each category in the reporting period, Maximum load of each category in the reporting period, Load coefficient of each category in the reporting period, Trend of average load of each category in the reporting period, Trend of maximum load of each category in the reporting period, Trend of load coefficient of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Tenant Data/Statistical Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, arithmetic mean of consumption by classification period, median consumption by classification period, minimum consumption by classification period, maximum consumption by classification period, sample standard deviation of consumption by classification period, sample variance of consumption by classification period, unit area value, related parameters, detailed data, export Excel
Tenant data/energy analysis	❌	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total savings by classification period (baseline-actual), total savings in tons of standard coal by classification period (baseline-actual), total reduction in tons of carbon dioxide emissions by classification period (baseline-actual), savings in tons of standard coal ratio, reduction in tons of carbon dioxide emissions ratio, trend of savings by classification period, unit area value, related parameters, detailed data, export Excel, need energy consumption prediction component
Tenant data/tenant bill	✔️	✔️	Filter by spatial hierarchy, payment notice contains lease contract number, tenant address, bill number, bill date, payment due date, amount to be paid, settlement time range, quantity, unit, amount, subtotal, value-added tax output tax, total amount to be paid, etc., export Excel
Tenant data/batch analysis	✔️	✔️	Filter by spatial hierarchy, recursive query by space, Query all energy consumption classification data by reporting period, Export Excel
Store data/energy classification analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total energy consumption of each category in the reporting period, Total energy consumption of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of energy consumption of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Store data/energy item analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total energy consumption of each item in the reporting period, Total energy consumption of each item in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of energy consumption of each item in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Store data/cost analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total cost in the reporting period, Total cost of each category in the reporting period, Total cost of each category in the baseline period, Consumption of tons of standard coal in the reporting period, Carbon dioxide emissions in the reporting period, Trend of cost of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Store data/load analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Average load of each category in the reporting period, Maximum load of each category in the reporting period, Load coefficient of each category in the reporting period, Trend of average load of each category in the reporting period, Trend of maximum load of each category in the reporting period, Trend of load coefficient of each category in the reporting period, Unit area value, Relevant parameters, Detailed data, Export Excel
Store data/statistical analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, arithmetic mean of consumption by classification period, median consumption by classification period, minimum consumption by classification period, maximum consumption by classification period, sample standard deviation of consumption by classification period, sample variance of consumption by classification period, unit area value, related parameters, detailed data, export Excel
Store data/energy analysis	❌	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total savings by classification period (baseline-actual), total savings in tons of standard coal by classification period (baseline-actual), total reduction in tons of carbon dioxide emissions by classification period (baseline-actual), savings in tons of standard coal ratio, reduction in tons of carbon dioxide emissions ratio, trend of savings by classification period, unit area value, related parameters, detailed data, export Excel, need energy consumption prediction component
Store data/batch analysis	✔️	✔️	Filter by spatial hierarchy, recursive query by space, Query all energy consumption classification data by reporting period, Export Excel
Workshop data/energy classification analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total consumption by classification period, baseline period total consumption, consumption in tons of standard coal by classification period, consumption in tons of carbon dioxide emissions by classification period, trend of consumption by classification period, unit area value, unit product value, related parameters, detailed data, export Excel
Workshop data/energy item analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total consumption by item by classification period, baseline period total consumption by item, consumption in tons of standard coal by classification period, consumption in tons of carbon dioxide emissions by classification period, trend of consumption by item by classification period, unit area value, unit product value, related parameters, detailed data, export Excel
Workshop Data/Cost Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total Cost of the Reporting Period, Total Cost of the Reporting Period by Category, Total Cost of the Benchmark Period by Category, Standard Coal Consumption of the Reporting Period, Carbon Dioxide Emissions of the Reporting Period, Cost Trend of the Reporting Period by Category, Unit Area Value, Unit Product Value, Relevant Parameters, Detailed Data, Export Excel
Workshop Data/Load Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Average Load of the Reporting Period by Category, Maximum Load of the Reporting Period by Category, Load Coefficient of the Reporting Period by Category, Trend of Average Load of the Reporting Period by Category, Trend of Maximum Load of the Reporting Period by Category, Trend of Load Coefficient of the Reporting Period by Category, Unit Area Value, Unit Product Value, Relevant Parameters, Detailed Data, Export Excel
Workshop Data/Statistical Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Arithmetic Mean of Consumption of the Reporting Period by Category, Median of Consumption of the Reporting Period by Category, Minimum Value of Consumption of the Reporting Period by Category, Maximum Value of Consumption of the Reporting Period by Category, Sample Standard Deviation of Consumption of the Reporting Period by Category, Sample Variance of Consumption of the Reporting Period by Category, Unit Area Value, Unit Product Value, Relevant Parameters, Detailed Data, Subspace Data, Export Excel
Workshop Data/Energy-Saving Analysis	❌	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total Savings of the Reporting Period by Category (Baseline-Actual), Total Standard Coal Savings of the Reporting Period (Baseline-Actual), Total Carbon Dioxide Reduction of the Reporting Period (Baseline-Actual), Savings Rate of Standard Coal, Reduction Rate of Carbon Dioxide, Trend of Savings of the Reporting Period by Category, Unit Area Value, Unit Product Value, Relevant Parameters, Detailed Data, Export Excel, Energy Consumption Prediction Component is required
Workshop Data/Batch Analysis	✔️	✔️	Filter by spatial hierarchy, spatial recursive query downward, Query all energy consumption classification data of the reporting period, Export Excel
Combined Device Data/Energy Classification Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total Energy Consumption of the Reporting Period by Category, Total Energy Consumption of the Benchmark Period by Category, Standard Coal Consumption of the Reporting Period, Carbon Dioxide Emissions of the Reporting Period, Energy Consumption Trend of the Reporting Period by Category, Unit Area Value, Relevant Parameters, Detailed Data, Related Device Data, Export Excel
Combined Device Data/Energy Itemized Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total Energy Consumption of the Reporting Period by Item, Total Energy Consumption of the Benchmark Period by Item, Standard Coal Consumption of the Reporting Period, Carbon Dioxide Emissions of the Reporting Period, Energy Consumption Trend of the Reporting Period by Item, Unit Area Value, Relevant Parameters, Detailed Data, Related Device Data, Export Excel
Combined Device Data/Cost Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Total Cost of the Reporting Period, Total Cost of the Reporting Period by Category, Total Cost of the Benchmark Period by Category, Standard Coal Consumption of the Reporting Period, Carbon Dioxide Emissions of the Reporting Period, Cost Trend of the Reporting Period by Category, Relevant Parameters, Detailed Data, Related Device Data, Export Excel
Combined Device Data/Productivity Analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total output of the reporting period, total output of the base period, consumption of standard coal in the reporting period, CO2 emissions in the reporting period, output trend of the reporting period, relevant parameters, detailed data, relevant device data, export Excel
Combined device data/income analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total income of the reporting period, total income of the reporting period by category, total income of the base period by category, consumption of standard coal in the reporting period, CO2 emissions in the reporting period, income trend of the reporting period by category, relevant parameters, detailed data, relevant device data, export Excel
Combined device data/efficiency analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, Cumulative efficiency in the reporting period, Trend of cumulative efficiency in the reporting period, Relevant parameters, Detailed data, Export Excel
Combined device data/load analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, average load of the reporting period by category, maximum load of the reporting period by category, load coefficient of the reporting period by category, average load trend of the reporting period by category, maximum load trend of the reporting period by category, load coefficient trend of the reporting period by category, relevant parameters, detailed data, relevant device data, export Excel
Combined device data/statistical analysis	✔️	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, arithmetic mean consumption of the reporting period by category, median consumption of the reporting period by category, minimum consumption of the reporting period by category, maximum consumption of the reporting period by category, sample standard deviation of consumption of the reporting period by category, sample variance of consumption of the reporting period by category, relevant parameters, detailed data, relevant device data, export Excel
Combined device data/energy-saving analysis	❌	✔️	Filter by spatial hierarchy, multiple comparison types, multiple time scales, total savings of the reporting period (baseline-actual), total standard coal savings of the reporting period (baseline-actual), total CO2 emissions reduction of the reporting period (baseline-actual), savings rate of standard coal, CO2 emissions reduction rate of the reporting period, savings trend of the reporting period by category, relevant parameters, detailed data, relevant device data, export Excel, requires energy consumption prediction component
Combined device data/batch analysis	✔️	✔️	Filter by spatial hierarchy, recursive query by space, Query all energy consumption classification data by reporting period, Export Excel
Energy flow diagram analysis	✔️	✔️	Displays the status of energy flow, shows the use of units at nodes, shows the total energy of the month by linking
Distribution system analysis	✔️	✔️	High, medium, and low-voltage distribution systems, real-time data, distribution system diagram
REST API	✔️	✔️	Developed with Python, provides system configuration, energy reports, Excel export interface
Web UI	✔️	✔️	Developed with React, used for energy data analysis
Admin UI	✔️	✔️	Developed with Angular, used for system configuration management
BACnet/IP protocol	❌	✔️	Collect data http://www.bacnet.org/
MQTT subscription	❌	✔️	Collect data https://mqtt.org/
Modbus RTU protocol	❌	✔️	Data Collection https://modbus.org/
OPC UA protocol	❌	✔️	Collect data https://opcfoundation.org/
OPC DA protocol	❌	✔️	Collect data https://opcfoundation.org/
Siemens S7 protocol	❌	✔️	Collect data https://siemens.com/
IEC 104 protocol	❌	✔️	Collect data IEC 60870-5-104 https://en.wikipedia.org/wiki/IEC_60870-5
Johnson Controls Metasys API	❌	✔️	Collect data https://www.johnsoncontrols.com/
Honeywell EBI	❌	✔️	Collect data https://www.honeywell.com/
SIEMENS Desigo CC	❌	✔️	Collect data https://siemens.com/
QWeather API	❌	✔️	Collect data https://www.qweather.com/
Ingest from MySQL	❌	✔️	Collect data https://www.mysql.com/
Ingest from Microsoft SQL Server	❌	✔️	Collect data https://www.microsoft.com/en-us/sql-server/
Ingest from PostgreSQL	❌	✔️	Collect data https://www.postgresql.org/
Ingest from Oracle	❌	✔️	Collect data https://www.oracle.com/database/
Ingest from MongoDB	❌	✔️	Collect data https://www.mongodb.com/
Ingest from InfluxDB	❌	✔️	Collect data https://www.influxdata.com/products/influxdb/
FDD energy efficiency fault diagnosis system	❌	✔️	Requires enterprise version component license or customized development
Alibaba cloud SMS service sends alarm	❌	✔️	SMS service https://www.aliyun.com/product/sms?userCode=8jwn6m8c
Advanced reporting system	❌	✔️	Requires enterprise version component license or customized development
Energy consumption prediction	❌	✔️	Requires enterprise version component license or customized development
Graphic drawing tool for configuration	❌	✔️	Requires enterprise version component license or customized development
Remote control of devices	❌	✔️	Requires enterprise version component license or customized development
BACnet Server	❌	✔️	Publish data http://www.bacnet.org/
Modbus TCP Server	❌	✔️	Publish data https://modbus.org/
OPC UA Server	❌	✔️	Publish data https://opcfoundation.org/
MQTT publish	❌	✔️	Publish data https://mqtt.org/
iOS APP	❌	✔️	Requires enterprise version component license or customized development
Android APP	❌	✔️	Requires enterprise version component license or customized development
WeChat Mini-Program	❌	✔️	Requires enterprise version component license or customized development
Alipay mini program	❌	✔️	Requires enterprise version component license or customized development
Industrial control machine hardware gateway (data collection and remote control)	❌	✔️	MyEMS certified industrial control machine hardware
LoRa wireless transmission radio module (data collection and remote control)	❌	✔️	MyEMS certified LoRa hardware device
Key energy-consuming unit energy online monitoring system uploads provincial platform communication protocol	❌	✔️	Requires enterprise version component license or customized development
Third-party system integration service	❌	✔️	Requires enterprise version component license or customized development
Online software usage training	❌	✔️
Offline software usage training	❌	✔️
Online community technical support	✔️	✔️
Email technical support	❌️	✔️
Phone technical support service	❌	✔️
WeChat technical support service	❌	✔️
Remote desktop technical support service	❌	✔️
Bid Technical Support Service	❌	✔️
Secondary Development Technical Support Service	❌	✔️
On-site Technical Support Service	❌	✔️