面向溢油清理作业的战略性区域应急规划模型及其在加尔维斯顿湾地区的应用

A Strategic, Area‐wide Contingency Planning Model for Oil Spill Cleanup Operations with Application Demonstrated to the Galveston Bay Area*

DECISION SCIENCES · 1996
被引 18
人大 AABS 3

中文导读

开发了一个整数规划模型,用于制定溢油清理的战略性区域应急规划,以最小成本建设或扩建存储设施、预置设备并制定响应方案。模型在加尔维斯顿湾地区测试,求解质量高,可为政府和企业提供决策支持。

Abstract

This paper develops a general integer programming model for strategic, area‐wide contingency planning of oil spill cleanup operations. Model inputs include the set of risk points and the likely spill scenarios and response requirements for each, the sites of existing storage locations and the inventory of components at each, and potential sites for new storage locations. The model prescribes a minimum total cost plan to either build new storage locations, expand existing ones, or both, to purchase new components and pre‐position them, and a contingency plan that determines which response systems should be composed to enable an effective time‐phased response for each likely spill scenario. A family of heuristics based on linear programming (LP) is devised to resolve this strategic problem, providing an area‐wide contingency plan. The heuristics are evaluated on a set of 10 test problems that involve 1869 general integer variables and 3264 constraints. Computational tests indicate that four heuristics are quite effective, prescribing solutions for each of 10 test cases within 1.41% of optimum and within a few minutes runtime. This study focused on modeling the Galveston Bay Area, and the test problems represent application in that area. A sensitivity analysis is demonstrated by assessing the impacts of component availability and the degradation of cleanup capability over time. Use of the model as a decision support aid by responsible parties, contractors, governmental organizations and others is described.

运筹学整数规划应急管理环境保护石油泄漏