基于数据驱动的综合管道中化天然气的泄漏和扩散行为的研究
Xiaolong Gong1, Hua Li1, Cheng Li1
1Northwest Sichuan Gas District of Southwest Oil and Gasfield Company, Jiangyou, 621700, China.
添加天然气 (HBNG) 泄漏在公用事业走廊中存在爆炸风险. 减少含量和优化通风,就像进出口间隔一样,大大降低了爆炸危险.
科学领域:
- 工程 工程师 工程师 工程师
- 安全科学安全科学 安全科学
- 环境科学 环境科学
背景情况:
- 添加天然气 (HBNG) 的使用越来越多,需要在城市公用事业走廊进行安全评估.
- 狭窄的空间增加了甲和混合物的爆炸风险.
研究的目的:
- 在综合管道画廊中调查HBNG的泄漏和扩散行为.
- 分析影响气体扩散和爆炸危险量的因素.
- 开发准确的方法来预测爆炸风险量.
主要方法:
- 建立HBNG泄漏和扩散模拟的数值模型.
- 在不同的条件下分析度分布.
- 应用反向传播神经网络 (BPNN) 与基因算法用于爆炸风险预测.
主要成果:
- 增加混合比率显著扩大了气体扩散范围和爆炸体积.
- 将含量从20%降低到0,甲爆炸量减少了12.25%.
- 将进出口间距从200米缩短到100米,将CH4和H2爆炸量大幅减少99%以上.
结论:
- 优化通风设计,特别是进出口间距和空气流,对于减轻HBNG爆炸风险至关重要.
- 有效的通风策略有助于快速排放气体,确保紧急情况,疏散和维护期间的安全.
- 这些发现为使用HBNG的公用事业走廊的安全设计和运行提供了指导.
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