An earned value model with risk analysis for project management under uncertain conditions

被引:37
作者
Moradi, Navid [1 ]
Mousavi, S. Meysam [1 ]
Vandani, Behnam [2 ]
机构
[1] Shahed Univ, Fac Engn, Dept Ind Engn, Tehran, Iran
[2] Islamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Qazvin, Iran
关键词
Earned value management; cost and schedule of projects; risk analysis; interval-valued triangular fuzzy numbers; CONSTRUCTION PROJECTS; FUZZY; SELECTION; COST; RANKING; VIKOR;
D O I
10.3233/JIFS-151139
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Earned value is a renowned project management technique that integrates the information on cost and schedule of projects to evaluate their current status. Despite the ability of earned value management (EVM) to measure and control the current status, it is not able to estimate the projects' future performances because EVM does not consider the changes in environmental circumstances or other elements that could influence on the future performance of the project. In the contrary with EVM, the risk analysis technique regards risky conditions for the future performance of the project by recognizing and analyzing the opportunities and threats. In this paper, a new evaluation model of the EVM blended with the risk analysis is presented to improve the project future performance forecasting. In addition, these indices and evaluations are defined under real-life uncertain conditions using linguistic variables represented by interval-valued triangular fuzzy numbers. Finally, a case study from the recent literature for construction industry is given in this paper to show the effectiveness of the proposed EVM model under uncertain conditions.
引用
收藏
页码:97 / 113
页数:17
相关论文
共 50 条
[31]   Risk factors affecting the ability for earned value management to accurately assess the performance of infrastructure projects in Australia [J].
Ibrahim, Maan Nihad ;
Thorpe, David ;
Mahmood, Muhammad Nateque .
CONSTRUCTION INNOVATION-ENGLAND, 2019, 19 (04) :550-569
[32]   Value-at-risk in uncertain random risk analysis [J].
Liu, Yuhan ;
Ralescu, Dan A. .
INFORMATION SCIENCES, 2017, 391 :1-8
[33]   Integrated cost, quality, risk and schedule control through earned value management (EVM) [J].
Khesal, Tahereh ;
Saghaei, Abbas ;
Khalilzadeh, Mohammad ;
Galankashi, Masoud Rahiminezhad ;
Soltani, Roya .
JOURNAL OF ENGINEERING DESIGN AND TECHNOLOGY, 2019, 17 (01) :183-203
[35]   Beyond Earned Value Management: A Graphical Framework for Integrated Cost, Schedule and Risk Monitoring [J].
Acebes, Fernando ;
Pajares, Javier ;
Manuel Galan, Jose ;
Lopez-Paredes, Adolfo .
SELECTED PAPERS FROM THE 26TH IPMA (INTERNATIONAL PROJECT MANAGEMENT ASSOCIATION), WORLD CONGRESS, 2013, 74 :181-189
[36]   Evaluation of deterministic state-of-the-art forecasting approaches for project duration based on earned value management [J].
Batselier, Jordy ;
Vanhoucke, Mario .
INTERNATIONAL JOURNAL OF PROJECT MANAGEMENT, 2015, 33 (07) :1588-1596
[37]   A risk management model for project execution [J].
ALHawari, Sarner ;
Thabtah, Fadi ;
Karadsheh, Louay ;
Hadi, Wa'el Musa .
INFORMATION MANAGEMENT IN THE MODERN ORGANIZATIONS: TRENDS & SOLUTIONS, VOLS 1 AND 2, 2008, :887-893
[38]   EARNED VALUE ANALYSIS APPROACH BY EXTENDING NEW KEY PERFORMANCE INDICATORS IN A NEW FRAMEWORK UNDER A GREY ENVIRONMENT [J].
Eshghi, Amin ;
Mousavi, Seyed Meysam ;
Antucheviciene, Jurgita ;
Mohagheghi, Vahid .
ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2019, 53 (03) :131-150
[39]   Predicting project duration and cost, and selecting the best action plan using statistical methods for earned value management [J].
Soltan, Sajad ;
Ashrafi, Maryam .
JOURNAL OF PROJECT MANAGEMENT, 2020, 5 (03) :157-166
[40]   The Enhanced-Earned Value Management (E-EVM) Model: A Proposal for the Aerospace Industry [J].
Lopez Pascual, Joaquin ;
Melendez Rodriguez, Juan Carlos ;
Cruz Rambaud, Salvador .
SYMMETRY-BASEL, 2021, 13 (02) :1-18