Nov 2026· Journal of Management in Engineering· Vol 42· 0 citations· 57 references
Abstract
The built environment increasingly involves tightly coupled physical, spatial, logical, and cyber interactions that can generate unexpected emergent behaviors beyond original system designs. These behaviors introduce uncertainty into construction and infrastructure planning and management, often negatively affecting productivity, safety, and resilience. Although emergent behavior is well-established in systems engineering, its systematic consideration in built environment research remains limited, with existing studies relying on ad hoc, reactive approaches rather than proactive modeling and analysis. This study conducts a literature review of construction and infrastructure engineering and management studies alongside foundational systems engineering research on emergence. Based on this synthesis, a formal taxonomy of emergent behavior in the built environment is developed, identifying four distinctive types based on the nature of underlying interactions, level of complexity, and boundaries of information available. Building on this taxonomy, a three-step framework (i.e., classification, operationalization, and implementation) is proposed to guide the systematic identification and analysis of emergent behaviors. To demonstrate practical relevance, the framework is applied to a case study on heavy equipment planning for debris sorting during demolition operations. The case study empirically identified emergent productivity patterns arising from spatial interactions among excavators and quantifies their impacts across different operational stages using real-world, lab-scale simulation. The findings illustrate how emergent behavior can be incorporated into planning decisions to optimize excavator configurations, thereby enhancing operational efficiency and supporting more sustainable demolition practices.
Aviation maintenance operates within a complex socio-technical system in which safety emerges from interactions among technical systems, human operators, maintenance organizations, and regulatory structures. Despite growing research interest, existing studies remain fragmented across the micro, meso, and macro levels o...
F. T. Basaria, A. Hidayatno, A. Setiawan· International Conferences on...· 0 citations
Results indicate that inconsistency scenarios effectively raise awareness of inconsistency-related risks, support self-assessment, and facilitate structured discussion of (in)consistency management in complex CPS development contexts.
Thomas Alexander Voelk, Eva-Maria Grote, Razieh Dehghani et al.· 0 citations
Infrastructure systems are influenced by a wide range of external factors, including demographic changes, economic cycles, environmental stressors, and technological transitions. These factors affect infrastructure demand, operating conditions, and deterioration processes through nonlinear, delayed, and interacting p...
Navid Nickdoost, Mohammad Movahedi, Yan-Shuo Sun et al.· Journal of Management in Eng...· 0 citations
This paper examines the application of strategical and tactical management as foundations for creating a decision support tool designed to prevent and manage major accident risks. The discussion is based on results and experiences from the work of designing a decision support platform within the mining industry. The d...
R. Bye, Trine Marie Stene· European Conference on Knowl...· 0 citations
The article develops an operational model of the strategic management system for industrial resilience (SMSIR) under circular economic transformation. The previously formed multilevel adaptive architecture establishes a structural framework but does not by itself guarantee effective functioning, since practical results...
T. Metil· State and regions Series Eco...· 0 citations
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