Trends and Applications of Artificial Intelligence in Project Management

Electronics, Journal Year: 2025, Volume and Issue: 14(4), P. 800 - 800

Published: Feb. 19, 2025

The integration of artificial intelligence (AI) into project management (PM) transforms how projects are planned, executed, and monitored. main objective this study is to provide a comprehensive bibliometric analysis exploring trends, thematic areas, future directions in AI applications by examining publications from the last decade. This research uncovers dominant themes such as machine learning, decision making, information management, resource optimization. findings highlight growing use enhance efficiency, accuracy, innovation PM processes, with recent trends favoring data-driven approaches emerging technologies like generative AI. Geographically, China, India, United States lead publications, while Kingdom Australia show high citation impact. landscape, including AI-enhanced decision-making frameworks cost analysis, demonstrates diversity PM. An increased interest its impact on managers was observed. contributes field offering structured overview defining challenges opportunities for integrating practices perspectives technologies.

Language: Английский

Generative AI, Large Language Models, and ChatGPT in Construction Education, Training, and Practice

Buildings, Journal Year: 2025, Volume and Issue: 15(6), P. 933 - 933

Published: March 15, 2025

The rapid advancement of generative AI, large language models (LLMs), and ChatGPT presents transformative opportunities for the construction industry. This study investigates their integration across education, training, professional practice to address skill gaps inefficiencies. While AI’s potential in has been highlighted, limited attention given synchronising academic curricula, workforce development, industry practices. research seeks fill that gap by evaluating AI adoption through a mixed multi-stage methodology, including theoretical conceptualisation, case studies, content analysis application strategic frameworks such as scenario planning, SWOT analysis, PESTEL frameworks. findings show tools enhance foundational learning critical thinking education but often fail develop job-ready skills. Training programmes improve task-specific competencies with immersive simulations predictive analytics neglect leadership Professional benefits from AI-driven resource optimisation collaboration faces barriers like regulatory interoperability challenges. By aligning practical training this highlights create future-ready workforce. provides actionable recommendations integrating domains. These contribute understanding role construction, offering baseline effective responsible adoption.

Language: Английский

Posture configuration optimization method and system for folding booms of the pump truck under life extension control

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: April 28, 2025

The service process of the pump truck typically requires subjective control folding boom to achieve desired pouring position. However, such posture controlled by operator's experience, can lead additional fatigue damage, ultimately reducing life structure. To address this issue, paper proposes a configuration optimization method for booms under extension control. A multifunctional integrated system platform has also been developed. First, dataset "behavioral-performance" characteristics is obtained using synergistic "acquisition-simulation-correction". After evaluating life, transformed into sample dataset. Extra Trees model, enhanced Bayesian Optimization, then developed realize rapid predictions various postures. Second, model with two primary objectives: maximizing and minimizing distance between end point. Subsequently, solved improved Ant Colony Algorithm. This yields optimal specific Finally, "posture control" constructed through algorithm encapsulation function integration. provides visual interactive intelligent computing aforementioned processes.

Language: Английский