Quantitative Analysis of Energy Savings of Wellhigh TPT Large Model in Ningxia Belite Project

Based on the information I have collected, I will provide a detailed analysis of

.

Ningxia Belite Chemical Co., Ltd. is a national high-tech enterprise mainly engaged in the production of

, with main products including:

• Calcium Cyanamide (Lime Nitrogen)
• Dicyandiamide
• Electronic Grade Dicyandiamide

The company is an important backbone enterprise in Ningxia’s ‘World Cyanamide Capital’. Its main raw materials for production include

, etc., among which calcium carbide accounts for more than [3].

Supcon Technology’s

(Time-series Pre-trained Transformer) has achieved in the Ningxia Belite Project, and it is one of the representative cases of this large model’s successful implementation in [0].

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Although specific energy savings data of the Ningxia Belite Project has not been disclosed in public information, reasonable inferences can be made by referring to

:

Energy Saving Indicator	TPT Performance	Data Source
Steam Consumption	Reduced by more than 3.1%	[2]
Electrolyzer Energy Consumption	Reduced by 5%	[1]
Anomaly Detection Efficiency	Improved by 5%	[2]
System Accuracy	Reached over 95%	[2]

(both Wanhua and Belite are chemical enterprises):

• Annual cost savings of over RMB 10 million
• pH neutralization time reduced from 5 hours to 1 hour
• Sodium carbonate dosing accuracy controlled at ±0.02g/L [1]

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Belite Chemical’s production processes involve:

• Calcium Carbide Thermal Production Process
  : High-temperature calcination, energy-intensive
• Calcium Cyanamide Synthesis
  : Great potential for optimizing chemical reaction control
• Dicyandiamide Production
  : High requirement for temperature control accuracy

Energy Saving Item	Estimated Energy Saving Rate	Estimated Annual Cost Savings
Steam Consumption	3-5%	RMB 2-5 million
Calcium Carbide Consumption	2-4%	RMB 3-8 million
Comprehensive Energy Consumption	3-5%	RMB 5-15 million

: The above data is a reasonable projection based on similar projects; actual data should refer to the project acceptance report.

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Energy Savings = Baseline Energy Consumption - Post-Renovation Energy Consumption

Energy Saving Rate = (Baseline Energy Consumption - Post-Renovation Energy Consumption) / Baseline Energy Consumption × 100%

Equivalent Standard Coal = Energy Consumption × Standard Coal Conversion Factor

:

• Steam consumption of each process (ton/hour)
• Calcium carbide consumption (ton/product)
• Power consumption (kWh/ton product)
• Thermal efficiency (%)

:

• Energy consumption per unit product (kgce/t)
• Carbon emission reduction (tCO₂/year)
• Energy utilization rate (%)

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• ‘14th Five-Year Plan Target’
  : Energy consumption per unit GDP reduced by 13.5%
• Chemical Industry
  : A key high-energy-consuming industry under regulation
• Ningxia
  : Actively promoting the green and low-carbon transformation of the cyanamide industry [4]

The application of Supcon Technology’s TPT Large Model in the Belite Project

, but more importantly:

• Promoted the intelligent upgrading of Ningxia’s cyanamide industry
• Provided a demonstration for the green development of the ‘World Cyanamide Capital’
• Aligns with the national ‘Double Carbon’ strategic goal [0]

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Although specific quantitative energy savings data of the Belite Project cannot be found in public information, reasonable inferences can be made based on the application effects of TPT in similar chemical projects:

: The comprehensive energy saving rate of the Belite Project can reach , with annual cost savings in the range of .

To obtain accurate energy savings data, it is recommended to:

• Refer to the ‘Energy Conservation and Emission Reduction’ section in Belite Chemical’s annual report
• Follow the project case details officially released by Supcon Technology
• Learn about the project acceptance status through public bidding information

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:
[0] Supcon Technology 2025 Semi-Annual Report - Time-series Pre-trained Transformer (TPT) achieved breakthrough applications in over 110 projects for customers including Ningxia Belite (https://stockmc.xueqiu.com/202508/688777_20250830_SFGJ.pdf)
[1] Supcon Technology TPT Official Website - Wanhua Chemical Chlor-Alkali Production Autonomous Operation Project Case (https://tpt.supcon.com/)
[2] Supcon Technology 2024 Semi-Annual Report - TPT achieved system accuracy of over 95% and steam consumption reduction of more than 3.1% (https://money.finance.sina.com.cn/corp/view/vCB_AllBulletinDetail.php?stockid=688777&id=10388046)
[3] Public Transfer Instruction of Ningxia Belite Chemical Co., Ltd. - Company Business and Raw Materials Status (https://pdf.dfcfw.com/pdf/H2_AN201601290013318696_1.pdf)
[4] 14th Five-Year Plan for Scientific and Technological Innovation of Ningxia Hui Autonomous Region - Relevant Content on Cyanamide Industry Development (https://www.nx.gov.cn/zwgk/qzfwj/202109/t20210929_3061996.html)
[5] Analysis of the Impact of Dual Control on Energy Consumption on the Chemical Industry - Guosen Securities Research Report (https://pdf.dfcfw.com/pdf/H3_AP202110111521918402_1.pdf)