Capacity Optimization of Integrated Energy Systems Considering Carbon-Green Certificate Trading and Electricity Price Fluctuations

经济 数学优化 波动性(金融) 碳价格 计量经济学 计算机科学 蒙特卡罗方法 关税 光伏系统 微观经济学 随机规划 投资(军事) 预期短缺 环境经济学 线性规划 可再生能源 调度(生产过程) 交易策略 提前还贷 风力发电 持有成本 经济调度 分类 排放交易 证书 降低成本 电力系统 发电 远期价格 CVAR公司 几何布朗运动 向量自回归 稳健优化 运筹学 能源政策 风险度量 净现值 按来源划分的电力成本 节能
作者
Tiannan Ma,Gang Wu,Hao Luo,Bin Su,Yapeng Dai,Xin Zou
出处
期刊:Processes [Multidisciplinary Digital Publishing Institute]
卷期号:14 (1): 142-142
标识
DOI:10.3390/pr14010142
摘要

In order to study the impacts of the carbon-green certificate trading mechanism and the fluctuation of feed-in tariffs on the low-carbon and economic aspects of the investment and operation of the integrated energy system, and to transform the system carbon emission into a low-carbon economic indicator, a two-layer capacity optimization allocation model is established with the objectives of the investment, operation, and maintenance cost and the operation cost, respectively. For the source-load uncertainty, the scenario reduction theory based on Monte Carlo simulation and Wasserstein distance is used to obtain the per-unit value of wind and photovoltaic output, and the K-means clustering method is used to obtain the typical day of electric-heat-cold multi-energy load. Based on the geometric Brownian motion in finance to simulate the feed-in tariffs under different volatilities, the multidimensional analysis scenarios are constructed according to different combinations of carbon emission reduction policies and tariff volatilities. The model is solved using the non-dominated sorting genetic algorithm (NSGA-II) with mixed integer linear programming (MILP) method. Case study results show that under the optimal scenario considering policy interaction and price volatility (δ = 1.0), the total annual operating cost is reduced by approximately 17.9% (from 2.80 million CNY to 2.30 million CNY) compared to the baseline with no carbon policy. The levelized cost of the energy system reaches 0.2042 CNY/kWh, and carbon-green certificate trading synergies contribute about 70% of the operational cost reduction. The findings demonstrate that carbon reduction policies and electricity price volatility significantly affect system configuration and operational economy, providing a new perspective and decision-making basis for integrated energy system planning.
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