Yin Yu, Jin Pengchen
School of Economics and Management, North University of China, Taiyuan, 030051, Shanxi, People's Republic of China.
People's Armed Police Force Shanxi Provincial Corps Hospital, Taiyuan, 030000, Shanxi, People's Republic of China.
Sci Rep. 2025 Jul 1;15(1):22415. doi: 10.1038/s41598-025-05145-3.
Addressing energy abandonment and low utilization efficiency is crucial for sustainable renewable energy development, particularly as microgrid systems gain prominence in China's low-carbon transition. Existing combined heat and power microgrid system (CHPMS) scheduling models predominantly focus on operational costs while neglecting carbon trading dynamics and flexible load synergies, limiting their effectiveness under carbon neutrality goals. This study proposes a novel low-carbon economic dispatch model that uniquely integrates China's carbon trading mechanism with multi-form flexible loads (shiftable/transferable/cutable) in a unified optimization framework. Leveraging scenario-based optimization and Monte Carlo simulations, the model coordinates power-heat interactions while addressing renewable uncertainties. Case studies demonstrate an 84.7% carbon reduction (1.70→0.26 t) and 9.8% cost savings (¥4,039→¥3,632) versus conventional dispatch, with flexible loads enabling 19.4% peak shaving. These results validate that carbon trading-flexible load synergy fundamentally improves CHPMS sustainability, achieving superior economic-environmental balance compared to isolated optimization approaches. This paper provides critical insights for policymakers and microgrid operators to accelerate China's energy transition through collaborative carbon-market-responsive dispatching strategies.
解决能源弃用和低利用效率问题对于可再生能源的可持续发展至关重要,特别是在中国低碳转型过程中微电网系统日益突出的情况下。现有的热电联产微电网系统(CHPMS)调度模型主要侧重于运营成本,而忽视了碳交易动态和灵活负荷协同效应,限制了它们在碳中和目标下的有效性。本研究提出了一种新颖的低碳经济调度模型,该模型在统一优化框架中独特地将中国的碳交易机制与多种形式的灵活负荷(可转移/可转让/可削减)相结合。利用基于场景的优化和蒙特卡罗模拟,该模型在解决可再生能源不确定性的同时协调了电力 - 热力相互作用。案例研究表明,与传统调度相比,碳减排84.7%(1.70→0.26吨),成本节约9.8%(4039元→3632元),灵活负荷实现了19.4%的削峰。这些结果验证了碳交易 - 灵活负荷协同效应从根本上提高了CHPMS的可持续性,与孤立的优化方法相比实现了更好的经济 - 环境平衡。本文为政策制定者和微电网运营商提供了关键见解,以通过协同的碳市场响应调度策略加速中国的能源转型。