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数据驱动下建筑施工企业多项目资源均衡优化及风险评价
Multi-Project Resource Equilibrium Optimization and Risk Assessment of Construction Enterprises under Data-Driven

DOI: 10.12677/ecl.2024.133850, PP. 6894-6904

Keywords: 资源均衡优化,最小方差法,风险评价,模糊综合评价法
Resource Balance Optimization
, Minimum Variance Method, Risk Evaluation, Fuzzy Comprehensive Evaluation Method

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Abstract:

为解决资源管理问题,帮助建筑施工企业有效应对多重挑战,确保项目的顺利进行和企业的持续发展,本文针对工期固定,多项目并行情况,以最小方差为目标函数作为评价指标进行资源均衡优化,然后采用模糊综合评价法,建立了包括人力风险、设备风险、材料风险、财务风险这4个一级风险因子及12个二级风险因子的资源风险评价体系,并通过工程实例验证本文构建的模型的可行性与有效性。该研究结论对多项目管理理论与实践具有较好的理论与借鉴意义。
In order to solve the problem of resource management, to help building construction enterprises effectively deal with multiple challenges, to ensure the smooth progress of the project and the sustainable development of the enterprise, in this paper, for the situation of fixed duration and multiple projects in parallel, we take the minimum variance as the objective function as the evaluation index to optimize the balance of resources, and then we adopt the fuzzy comprehensive evaluation method to establish a resource risk evaluation system including four primary risk factors and 12 secondary risk factors, including manpower risk, equipment risk, material risk, and financial risk, and we validate the feasibility and effectiveness of the model established in this paper through the engineering examples. Meanwhile, the validity of the model is established in this paper. The conclusion has good theoretical and reference significance for the theory and practice of multi project management.

References

[1]  Elkliny, A.F., Sanad, H.M. and Etman, E.E. (2023) Time-Cost-Quality Tradeoff Considering Resource-Scheduling Problems. Ain Shams Engineering Journal, 14, Article ID: 102524.
https://doi.org/10.1016/j.asej.2023.102524
[2]  Zhang, H., Ma, R. and He, Z. (2024) Project Scheduling Cost Optimization Based on Resource Transfer Costs and Robustness. Computers & Operations Research, 161, Article ID: 106445.
https://doi.org/10.1016/j.cor.2023.106445
[3]  段世霞, 张金茹. 基于改进遗传算法的多项目资源均衡配置研究[J]. 工业技术经济, 2017, 36(10): 96-102.
[4]  张智涌, 双学珍. 基于遗传算法的水电工程施工“工期固定资源均衡”优化研究[J]. 四川水力发电, 2016, 35(6): 71-73.
[5]  何立华, 王栎绮, 张连营. 多资源均衡优化中基于专家权重聚类的权重优选法[J]. 系统工程, 2014, 32(12): 124-132.
[6]  王家, 刘可心, 张学清, 等. 基于子集模拟的建设工程项目多资源均衡优化算法[J]. 湖南大学学报(自然科学版), 2021, 48(7): 168-176.
[7]  李敬花, 胡载萍, 吕慧超, 等. 基于免疫遗传算法的海工多项目资源均衡研究[J]. 计算机工程与设计, 2013, 34(9): 3250-3254.
[8]  梁晓斌, 赵光强, 谭朝成, 等. 基于FCE-SEW模型的某工程项目风险评估研究[J]. 油气田地面工程, 2023, 42(12): 42-49.
[9]  江新, 朱沛文, 徐平, 等. 国际水电工程项目群资源冲突风险测度研究[J]. 长江科学院院报, 2015, 32(12): 144-149.
[10]  庞俊勇, 郑靓婧. 依赖模糊层次分析算法的建设工程项目风险分析[J]. 佳木斯大学学报(自然科学版), 2024, 42(2): 102-105.
[11]  何立华, 张连营. 基于资源波动成本的工程项目资源均衡优化[J]. 管理工程学报, 2015, 29(2): 167-174.
[12]  Şahin, M. and Kellegöz, T. (2019) A New Mixed-Integer Linear Programming Formulation and Particle Swarm Optimization Based Hybrid Heuristic for the Problem of Resource Investment and Balancing of the Assembly Line with Multi-Manned Workstations. Computers & Industrial Engineering, 133, 107-120.
https://doi.org/10.1016/j.cie.2019.04.056
[13]  邓肖夫, 陈顺良, 张敏. 工程施工项目资源配置合理性的模糊综合评价模型[J]. 中外建筑, 2013(5): 130-131.
[14]  Tran, D.H., Cheng, M.Y. and Pham, A.D. (2016) Using Fuzzy Clustering Chaotic-Based Differential Evolution to Solve Multiple Resources Leveling in the Multiple Projects Scheduling Problem. Alexandria Engineering Journal, 55, 1541-1552.
https://doi.org/10.1016/j.aej.2016.03.038
[15]  蔡黔芬, 王军武. 施工项目劳动力资源优化的方差值最小法改进[J]. 统计与决策, 2019, 35(13): 181-184.

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