Case Study: Smart Watts AI
The Most Comprehensive Energy-Saving Intelligent Platform
Chain Energy Digital is a cutting-edge platform designed to deliver intelligent, low-carbon building operations. By seamlessly integrating with existing building assets, it empowers facility managers to optimize every aspect of building performance—from reducing energy consumption and managing peak demand to enhancing operational efficiency and sustainability.
Smart Watts AI x Guanyu Group
Achieving Intelligent Energy Optimization Through AI and IoT Integration
Guanyu Group partnered with Smart Watts AI to deploy an advanced energy-saving solution for its central air conditioning system. Leveraging IoT technologies, the system collects real-time data from multiple sources—including temperature and humidity across different zones, outdoor weather conditions, and detailed equipment metrics such as current, voltage, load rate, and return water temperature of chillers.
After a period of autonomous data collection and analysis, the system applies AI-driven algorithms to learn and optimize control logic. By considering equipment operating conditions, environmental comfort requirements, and weather forecasts, it continuously refines the control strategies for chillers, pumps, and cooling towers. This iterative learning process enables the system to output optimal control parameters tailored to specific operating conditions.
Importantly, this optimization is achieved without altering existing equipment, disrupting normal operations, or changing established control habits. The result is a significant improvement in energy efficiency:
Energy savings rate: 18.76%
Annual electricity savings: 235,000 kWh
Annual cost savings: $26,405.98 USD
Carbon emissions reduction: 130,848 kgCO₂ equivalent
This case demonstrates how Smart Watts AI enables intelligent, low-carbon building operations while preserving operational stability and user comfort.
Smart Watts AI x Lanjun New Energy
Building a Digitally Intelligent Energy Control Platform
Lanjun New Energy collaborated with Smart Watts AI to implement a comprehensive AI-driven energy management system. By collecting real-time data across all energy links—including temperature, humidity, outdoor weather, and equipment operating conditions—the platform provides a unified view of energy usage and performance.
The system integrates AI control across both energy stations and terminal equipment, automatically adjusting operations to improve energy management efficiency. It builds a centralized control platform that supports digital and intelligent upgrades without disrupting existing HVAC operations.
Key features include:
Non-intrusive deployment: All hardware installations and commissioning are completed without affecting HVAC operations.
Wireless networking: Ensures seamless integration with existing infrastructure.
AI-driven control: Meets end-load requirements and adheres to temperature standards across workshops.
Results:
Energy savings rate: 16.8%
Annual electricity savings: 6.72 million kWh
Annual cost savings: $754,790.40 USD
Carbon emissions reduction: (value not provided—would you like help estimating this?)
This case highlights how Smart Watts AI enables intelligent, low-carbon operations while preserving system stability and user comfort.
Smart Watts AI x JinkoSolar
Precision HVAC Optimization for High-Performance Manufacturing
As a global leader in photovoltaic manufacturing, JinkoSolar operates in an environment where precise temperature and humidity control is critical to maintaining process stability and ensuring product quality. HVAC systems are essential infrastructure in this context, directly impacting operational reliability and energy efficiency.
A preliminary site assessment revealed several challenges within the factory’s refrigeration station system:
High load rates on active chillers
Mismatched water pump specifications
Unstable hot water recovery
Broad, non-specific control strategies
These issues contributed to inefficient energy use and inconsistent system performance.
To address these challenges, Smart Watts AI implemented a comprehensive intelligent control solution, featuring:
This integrated approach ensures that the HVAC system meets the strict environmental requirements of each production zone while significantly improving energy efficiency and system stability.
示例系统
在线体验智能系统带来的便利性