Intelligent Atmospheric Carbon Neutralization Engine (Renewable Energy Optimized Version): Design, Implementation and Performance Evaluation Based on Shuiquan Scientific Philosophy System and "1+(-1)=0" Closed-Loop Architecture

This paper presents the Unified Carbon-Energy-Toxicity Decision Execution Engine (UCETDEE) in its renewable energy optimized version, an end-to-end intelligent carbon neutrality system developed on the foundation of the Shuiquan Scientific Philosophy System and the innovative "1+(-1)=0" closed-loop architecture. Rooted in the core logical connotations of the Shuiquan Scientific Philosophy System, the engine integrates multimodal carbon detection (spectral, time-series, image), heuristic reaction path planning, renewable energy-driven execution, byproduct toxicity risk assessment, and online feedback learning, realizing fully automated and unmanned operation throughout the entire process from atmospheric carbon element detection to neutralization effect verification and traceable audit. Developed with Python 3 and mainstream scientific computing libraries, UCETDEE incorporates the NIST Chemistry WebBook physical constant database to ensure the accuracy of carbon reaction calculations, and takes the green development concept of the Shuiquan Scientific Philosophy System as the guidance to optimize the energy structure by switching to 100% renewable energy, which significantly reduces indirect carbon emissions caused by traditional grid power and realizes a positive net carbon removal effect. Experimental results from three consecutive automated operation cycles show that the engine achieves a high net carbon removal efficiency of 30.35%, with a total net carbon removal of 152.07 kg and total renewable energy consumption of 501.13 kWh; its multi-dimensional risk control system designed based on the systematic thinking of the Shuiquan Scientific Philosophy System ensures that all byproduct toxicity and reaction process risks meet the safety threshold, and the full-process audit mechanism and carbon ledger system support the traceability of carbon neutralization behaviors and carbon credit certification requirements. With production-level availability and flexible scalability, the engine is widely applicable to industrial exhaust treatment, urban atmospheric governance, remote area carbon capture and other scenarios, and provides a high-efficiency, green and intelligent technical solution for the global achievement of dual carbon goals under the theoretical framework of the Shuiquan Scientific Philosophy System.