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| Study on the Development and Industrial Validation of an Intelligent Control System for Cl⁻ Balance in Chemical Pulp |
| Received:August 19, 2025 Revised:September 10, 2025 |
| DOI:10.11980/j.issn.0254-508X.2026.01.014 |
| Key Words:Cl⁻ balance regulation intelligent early warning system chemical loss control Six Sigma management dynamic modeling |
| Author Name | Affiliation | Postcode | | LIU Haiyun* | Hainan Jinhai Pulp & Paper Co., Ltd., Yangpu, Hainan Province, 578101 | 578101 | | GENG Sujuan | Hainan Jinhai Pulp & Paper Co., Ltd., Yangpu, Hainan Province, 578101 | 578101 | | YANG Zeguang | Hainan Jinhai Pulp & Paper Co., Ltd., Yangpu, Hainan Province, 578101 | 578101 | | GUO Caihong | Hainan Jinhai Pulp & Paper Co., Ltd., Yangpu, Hainan Province, 578101 | 578101 | | LI Wujie | Hainan Jinhai Pulp & Paper Co., Ltd., Yangpu, Hainan Province, 578101 | 578101 |
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| Abstract:This study established a comprehensive chlorine balance early warning and control system based on Six Sigma (6σ) management and intelligent IoT technology. By developing a dynamic equilibrium mathematical model for Cl⁻ involving six input sources (wood chips, mirabilite, NaOH, fresh water, recycled water, auxiliary materials) and five output categories (waste ash water, pulp, pulp residue, coarse residue, green mud, evaporation condensate), a blockchain-based material geographic information system (GIS) traceability platform was developed. Integrating multi-parameter intelligent early warning algorithms, a closed-loop management system featuring a four-in-one approach of “monitoring-assessment-early warning-regulation” was constructed. Industrial validation demonstrated that after implementation at a pulp and paper enterprise, Cl⁻ content in alkali ash from the recovery system stabilized at 20.1 g/kg (down from 22.3 g/kg), and waste ash water discharge from the alkali ash treatment system optimized from 9.40 m3/h to 8.55 m3/h, reducing alkali furnace ash accumulation. This minimized ash accumulation in the alkali furnace, maintained higher thermal efficiency, and decreased furnace cleaning frequency. |
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