IoT and AI based Smart Energy Management System for Smart City: Difference between revisions

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{{ActionCluster
{{ActionCluster
| title              = IoT & AI based Smart Energy Management System for Smart City
|image=Smart-Building600.png
| team               = NTELS co ltd
|team=NTELS
| leader             = Changsoo Park
|leader=Changsoo Park
| email              = cspark11@ntels.com
|imagecaption=AI based Smart Energy Management
| image              = Smart-Building600.png
|municipalities=Suwon Korea, Seoul Korea, Busan Korea
| imagecaption      =
|status=Ready for Public Announcement
| municipalities     = Suwon-City
|website=www.ntels.com
<!--, Seoul-City, Busan-City -->
|download=AI Smart Energy City.pdf
| status             = Ready for Public Announcement
|description=IoT & AI based Smart Energy Management Platform was deployed in public buildings in Suwon City to provide optimal management building facilities, environment, and energy using the urban 3D map and 3D spatial modeling. With the M&V (Measurement & Verification) engine using a standard algorithm, IPMVP (International Performance Measurement and Verification Protocol) as well as data intelligence technology with deep-learning, the platform can quickly measure energy performance and determine energy efficiency.
| website           = www.ntels.com
|challenges=# Interoperability: BAS protocol and IoT Protocol – Develop the hybrid smart gateway and deployed in local building  
| download           = [https://drive.google.com/open?id=1hHHAoeA8NEfhM5e99Tlc9Q199LfNP2qu Tech Jam Presentation]
| description       =  
IoT & AI based Smart Energy Management Platform was deployed in public buildings in Suwon City to provide optimal management building facilities, environment, and energy using the urban 3D map and 3D spatial modeling. With the M&V (Measurement & Verification) engine using a standard algorithm, IPMVP (International Performance Measurement and Verification Protocol) as well as data intelligence technology with deep-learning, the platform can quickly measure energy performance and determine energy efficiency.  
| challenges         =  
# Interoperability: BAS protocol and IoT Protocol – Develop the hybrid smart gateway and deployed in local building  
# Service for over the 100 buildings – Cloud service with 3D urban MAP for 100 Suwon-City’s 100 public buildings  
# Service for over the 100 buildings – Cloud service with 3D urban MAP for 100 Suwon-City’s 100 public buildings  
# Data collection/processing and data security  
# Data collection/processing and data security  
Line 22: Line 17:
# Verification of energy saving – M&V with IPMVP in cloud
# Verification of energy saving – M&V with IPMVP in cloud
# Tenant service – mobile tenant service (lighting/temperature control and IEQ service)
# Tenant service – mobile tenant service (lighting/temperature control and IEQ service)
# Commercial services – Currently, service for 100 Suwon-city public buildings  
# Commercial services – Currently, service for 100 Suwon-city public buildings
| requirements   =
|solutions=* Gather requirement and training needs from the City of Rohnert park. We are planning to kick off this project by inviting all stakeholders from the city as well few residents and seek their inputs on what are training needs.
# Field diagnosis
* Create scope of workshop/ tutorials and requirements, project plan
* Develop syllabus of the workshop based on the requirement gathering
* Recruit instructors (within SSU) and TA’s (students) for teaching and lab exercises.
* Create tutorials and lab documentations.
|requirements=# Field diagnosis
# Facility & Energy Performance Review
# Facility & Energy Performance Review
# Facility & Energy managing plan
# Facility & Energy managing plan
# Deployed hybrid gateway & data IF to Cloud server
# Deployed hybrid gateway & data IF to Cloud server
# Data analyzing on a cloud / Action
# Data analyzing on a cloud / Action
| solutions          =
|kpi=# Energy Saving: 25% (currently 15%)
* Gather requirement and training needs from the City of Rohnert park. We are planning to kick off this project by inviting all stakeholders from the city as well few residents and seek their inputs on what are training needs.
* Create scope of workshop/ tutorials and requirements, project plan
* Develop syllabus of the workshop based on the requirement gathering
* Recruit instructors (within SSU) and TA’s (students) for teaching and lab exercises.
* Create tutorials and lab documentations.
| kpi               =  
# Energy Saving: 25% (currently 15%)
# Hyper Connectivity & Interoperability: BAS protocol (BACnet, Modbus) and IoT protocol (REST, MQTT)   
# Hyper Connectivity & Interoperability: BAS protocol (BACnet, Modbus) and IoT protocol (REST, MQTT)   
# Prediction and Energy managing: AI engine
# Prediction and Energy managing: AI engine
# Verification of performance: M&V
# Verification of performance: M&V
# Adaptive control/Messaging with AI
# Adaptive control/Messaging with AI
| measurement       =
|measurement=# Energy: M&V
# Energy: M&V
# Hyper-Connectivity: Hybrid-Gateway  
# Hyper-Connectivity: Hybrid-Gateway  
# Hyper-Intelligence with AI (Measure with real-time dash-board)  
# Hyper-Intelligence with AI (Measure with real-time dash-board)
| standards         =  
|standards=OneM2M IoT Platform/Open source based IoT Platform
OneM2M IoT Platform/Open source based IoT Platform
|cybersecurity=# Verification on the field for 100 buildings with cyber security (SSL/DTLS/Auth2.0)
| replicability      = A large scale Replicable platform on a short term
# Deployed cyber security on each segment -Device – Gateway – Web – Cloud Server
|impacts             =
|impacts=# Energy Saving
# Energy Saving
# Energy Managing
# Energy Managing
# Pleasant environment service for tenant with IEQ
# Pleasant environment service for tenant with IEQ
# Reduce administrative costs
# Reduce administrative costs
# Prediction and managing the Energy & Facility failure
# Prediction and managing the Energy & Facility failure
| cybersecurity      =
|demonstration=Current Status of Application to Public Building in Suwon-City
# Verification on the field for 100 buildings with cyber security (SSL/DTLS/Auth2.0)
|chapter=Internet of Things
# Deployed cyber security on each segment -Device – Gateway – Web – Cloud Server 
|supercluster=Buildings, Utility
| demonstration     =  
|year=2018
Current Status of Application to Public Building in Suwon-City
| supercluster       = Utility, Buildings
| year               = 2018
}}
}}

Latest revision as of 23:41, January 24, 2023


IoT and AI based Smart Energy Management System for Smart City
GCTC logo 344x80.png
Smart-Building600.png
AI based Smart Energy Management
Team Organizations NTELS
Team Leaders Changsoo Park
Participating Municipalities Suwon Korea
Seoul Korea
Busan Korea
Status Ready for Public Announcement
Document Download

Description

IoT & AI based Smart Energy Management Platform was deployed in public buildings in Suwon City to provide optimal management building facilities, environment, and energy using the urban 3D map and 3D spatial modeling. With the M&V (Measurement & Verification) engine using a standard algorithm, IPMVP (International Performance Measurement and Verification Protocol) as well as data intelligence technology with deep-learning, the platform can quickly measure energy performance and determine energy efficiency.

Challenges

  1. Interoperability: BAS protocol and IoT Protocol – Develop the hybrid smart gateway and deployed in local building
  2. Service for over the 100 buildings – Cloud service with 3D urban MAP for 100 Suwon-City’s 100 public buildings
  3. Data collection/processing and data security
    1. Process mass data transfer of facility energy data for more than 100 buildings
    2. Data security with SSL/DTLS/Auth2.0
  4. Energy saving – Verification of 15% saving of energy
  5. Verification of energy saving – M&V with IPMVP in cloud
  6. Tenant service – mobile tenant service (lighting/temperature control and IEQ service)
  7. Commercial services – Currently, service for 100 Suwon-city public buildings

Solutions

  • Gather requirement and training needs from the City of Rohnert park. We are planning to kick off this project by inviting all stakeholders from the city as well few residents and seek their inputs on what are training needs.
  • Create scope of workshop/ tutorials and requirements, project plan
  • Develop syllabus of the workshop based on the requirement gathering
  • Recruit instructors (within SSU) and TA’s (students) for teaching and lab exercises.
  • Create tutorials and lab documentations.

Major Requirements

  1. Field diagnosis
  2. Facility & Energy Performance Review
  3. Facility & Energy managing plan
  4. Deployed hybrid gateway & data IF to Cloud server
  5. Data analyzing on a cloud / Action

Performance Targets

Key Performance Indicators (KPIs) Measurement Methods
  1. Energy Saving: 25% (currently 15%)
  2. Hyper Connectivity & Interoperability: BAS protocol (BACnet, Modbus) and IoT protocol (REST, MQTT)
  3. Prediction and Energy managing: AI engine
  4. Verification of performance: M&V
  5. Adaptive control/Messaging with AI
  1. Energy: M&V
  2. Hyper-Connectivity: Hybrid-Gateway
  3. Hyper-Intelligence with AI (Measure with real-time dash-board)

Standards, Replicability, Scalability, and Sustainability

OneM2M IoT Platform/Open source based IoT Platform

Cybersecurity and Privacy

  1. Verification on the field for 100 buildings with cyber security (SSL/DTLS/Auth2.0)
  2. Deployed cyber security on each segment -Device – Gateway – Web – Cloud Server

Impacts

  1. Energy Saving
  2. Energy Managing
  3. Pleasant environment service for tenant with IEQ
  4. Reduce administrative costs
  5. Prediction and managing the Energy & Facility failure

Demonstration/Deployment

Current Status of Application to Public Building in Suwon-City

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