Prof. Wei Guan | Decision-making and Problem-solving | Best Researcher Award

Prof. Wei Guan | Decision-making and Problem-solving | Best Researcher Award

Dalian Maritime University, China

Profile

Scopus

Early Academic Pursuits 🎓

Dr. Guan Wei embarked on his academic journey with a passion for transportation engineering and maritime studies. His early education laid the groundwork for his future endeavors, characterized by excellence and an unwavering commitment to understanding the complexities of marine navigation and communication. His academic milestones include advanced studies in navigation systems, communication technologies, and maritime management. The rigorous training and education he received during his formative years shaped his analytical capabilities and honed his expertise in intelligent vessel operations.

Professional Endeavors ⚓

As a professor at Dalian Maritime University, Dr. Guan Wei has played a pivotal role in the development and dissemination of knowledge in transportation engineering. His professional career spans teaching, research, and administrative leadership. Serving as the Deputy Director of the Communication and Navigation Teaching and Research Section at the College of Navigation, he has spearheaded initiatives aimed at advancing marine navigation technologies.

Dr. Guan’s expertise extends beyond academia. He serves as an external expert for integrating the BeiDou Message Service System into the Global Maritime Distress and Safety System (GMDSS), a critical step toward enhancing global maritime safety. His active participation in the formulation and revision of Chinese GMDSS evaluation standards further demonstrates his commitment to improving maritime communication frameworks.

Additionally, his association with the China Traffic Enterprise Management Association as a member of the Green and Intelligent Transportation Expert Group underscores his dedication to sustainable and innovative solutions in transportation.

Contributions and Research Focus 🔬

Dr. Guan Wei’s research is anchored in cutting-edge advancements in intelligent vessel navigation, ship motion control, and artificial intelligence applications in maritime management. His innovative use of deep reinforcement learning to enhance navigation decision-making has set new benchmarks in the field. His work on ship communication and navigation aids has improved the accuracy and reliability of maritime operations, ensuring safer and more efficient sea transportation.

Over the years, Dr. Guan has authored more than 80 research papers published in prestigious journals. His articles delve into critical issues such as the integration of intelligent systems in marine navigation, predictive algorithms for vessel operation, and the application of neural networks in ship control systems. As a reviewer for renowned journals like IEEE Transactions on Intelligent Vehicles and Ocean Engineering, he actively contributes to maintaining the academic rigor of maritime research.

Accolades and Recognition 🏆

Dr. Guan’s exceptional contributions have earned him several accolades. Recognized as a high-level talent by the city of Dalian, he has consistently demonstrated his expertise and leadership in the maritime sector. His active membership in the China Association for Promoting Democracy highlights his commitment to societal development through academic and professional excellence.

Beyond these honors, his inclusion as an external expert for the BeiDou Message Service System showcases the trust and respect he commands in the maritime community. These recognitions reflect his impact not only on the academic front but also on practical maritime advancements.

Impact and Influence 🌍

Dr. Guan’s work has had a profound impact on the maritime industry, influencing both technological advancements and policy frameworks. His leadership in intelligent vessel operations and maritime management has helped shape the future of transportation engineering. His research findings have been instrumental in bridging the gap between theoretical concepts and practical applications, particularly in enhancing maritime safety and efficiency.

His role in advancing the BeiDou Navigation Satellite System exemplifies his influence on global maritime systems. The integration of this system into GMDSS has not only elevated China’s position in maritime technology but also contributed to global safety initiatives.

Legacy and Future Contributions 🌟

Looking ahead, Dr. Guan Wei continues to focus on transformative technologies in transportation engineering. His current research on artificial intelligence applications in maritime operations aims to revolutionize the industry further. With a deep understanding of the challenges and opportunities in the maritime sector, he is poised to lead future innovations.

Dr. Guan’s legacy is one of relentless pursuit of knowledge, impactful research, and dedicated mentorship. As a Ph.D. and M.Sc. supervisor, he has nurtured countless students who now contribute to the maritime industry. His influence extends across academia and the professional world, leaving an indelible mark on transportation engineering and maritime technology.

In sum, Dr. Guan Wei’s career is a testament to the transformative power of dedication, innovation, and leadership. His continued efforts promise to shape the future of intelligent maritime operations, ensuring safety, efficiency, and sustainability for generations to come. 🌊

📝Notable Publications

USV formation navigation decision-making through hybrid deep reinforcement learning using self-attention mechanism

Authors: Cui, Z.; Guan, W.; Zhang, X.

Journal: Expert Systems with Applications

Year: 2024

Autonomous collision avoidance decision-making method for USV based on ATL-TD3 algorithm

Authors: Cui, Z.; Guan, W.; Zhang, X.; Zhang, G.

Journal: Ocean Engineering

Year: 2024

Collision avoidance decision-making strategy for multiple USVs based on Deep Reinforcement Learning algorithm

Authors: Cui, Z.; Guan, W.; Zhang, X.

Journal: Ocean Engineering

Year: 2024

USV Collision Avoidance Decision-Making Based on the Improved PPO Algorithm in Restricted Waters

Authors: Hao, S.; Guan, W.; Cui, Z.; Lu, J.

Journal: Journal of Marine Science and Engineering

Year: 2024

Occupancy grid-based environment sensing for MASS in complex waters

Authors: Sun, S.; Guan, W.; Wang, Y.

Journal: Ocean Engineering

Year: 2024

 

Assoc Prof Dr. Jing Dong | Decision-making and Problem-solving | Best Researcher Award

Assoc Prof Dr. Jing Dong | Decision-making and Problem-solving | Best Researcher Award

Dalian University of Technology, China

Profile 

Scopus 

Early Academic Pursuits 🎓

Jing Dong’s academic journey began with a Ph.D. in Urban Planning from Tianjin University, a prestigious institution in China. Her early research centered on understanding the role of ecological systems in urban environments, with a focus on mitigating the effects of climate change through sustainable planning. These formative years set the foundation for her later work, where she would delve deeper into the integration of nature-based solutions (NBS) into urban planning strategies. Her academic excellence and curiosity led her to explore innovative ways of addressing the ecological and social challenges that cities face today.

Professional Endeavors and Contributions 🌍

As an Associate Professor and Doctoral Supervisor at Dalian University of Technology, Jing Dong has established herself as a leader in ecological urban planning. Her professional work primarily focuses on climate adaptation strategies that utilize nature-based solutions, such as green roofs and urban greening initiatives. Through her innovative approach to quantifying the multiple benefits of green roofs—ranging from cooling effects and runoff reduction to biodiversity enhancement—she has developed assessment methods that are both practical and scientifically sound.

Jing has also established a set of multi-objective optimization planning methods that enhance the integration of these solutions with spatial planning, ensuring a balance between ecological benefits and costs. This work not only advances urban planning methodologies but also demonstrates the importance of harmonizing environmental and economic considerations in sustainable development.

Her role as a consultant in nine industry projects, coupled with her academic output, highlights her deep engagement with both the theoretical and practical dimensions of urban planning. The completion of the 13th Five-Year Key R&D Program sub-themes, in collaboration with the Institute of Urban Environment of the Chinese Academy of Sciences and the Xiamen Planning Institute, further underscores her significant contributions to national and regional urban planning efforts.

Research Focus and Innovations 🔬

Jing Dong’s research agenda is dedicated to finding practical, scalable solutions to climate-related challenges in urban areas. Her work is grounded in the exploration of nature-based solutions (NBS), which leverage natural systems to address urban challenges such as heat, flooding, and air pollution. Her innovative methods for assessing the ecological benefits of green roofs—such as their cooling effects and contribution to biodiversity—have made significant strides in promoting greener, more sustainable cities.

One of her major achievements is the development of multi-objective optimization tools that help city planners assess and prioritize ecological interventions. This enables more effective climate adaptation strategies that balance environmental gains with financial and logistical constraints. Her work is particularly relevant in the context of China’s rapid urbanization, where the need for climate-resilient infrastructure is more pressing than ever.

Jing Dong has led five national and provincial research projects, demonstrating her capacity to manage complex, interdisciplinary projects. Her research output includes over 30 academic papers published in top-tier journals, with 19 as the first or corresponding author. Her work has been featured in seven CAS TOP journals, a testament to the high-impact nature of her research. In addition to her publications, Jing authored a monograph and filed two patents, further solidifying her contributions to the field.

Accolades and Recognition 🏆

Jing Dong’s work has been widely recognized with several prestigious awards. Among her notable accolades is the second prize for the National Outstanding Urban and Rural Planning and Design Award, which is a significant honor in her field. She has also been awarded the third prize for the Outstanding Achievement Award in Social Sciences, as well as the third prize for Excellent Urban and Rural Planning Design at the provincial and ministerial levels.

These awards highlight her contribution to both academic research and practical planning solutions. Her work has had a direct impact on urban policy and design, improving the sustainability and livability of cities through the integration of ecological principles into planning frameworks.

Impact and Influence 🌱

Jing Dong’s influence extends beyond the academic sphere. Her work on nature-based solutions has shaped policy discussions around urban climate adaptation, particularly in China’s fast-growing urban regions. The tools and methodologies she has developed have been adopted by urban planners and policymakers, guiding the implementation of green infrastructure projects in cities facing environmental degradation and climate-related risks.

Her leadership in consulting projects has enabled her to bring cutting-edge research into practical application, benefiting communities by improving urban resilience. This translation of academic research into real-world solutions is one of the hallmarks of her career, making her a sought-after expert in urban planning and climate adaptation.

Legacy and Future Contributions 🚀

Looking ahead, Jing Dong is poised to continue making significant contributions to urban sustainability. Her ongoing projects on climate adaptation planning for nature-based solutions are expected to push the boundaries of current knowledge in this field. With two patents currently under process, she is set to further expand the technological and methodological toolkit available to urban planners.

Her commitment to fostering sustainable cities and communities ensures that her legacy will endure through the improved livability and resilience of the urban environments she helps design. Future generations of researchers and planners are likely to build upon her work, using her innovative approaches to address the challenges of climate change and urbanization.

In sum, Jing Dong’s career is marked by a profound commitment to ecological urban planning, climate adaptation, and the pursuit of sustainable solutions. Through her research, teaching, and consultancy work, she has had a lasting impact on both academic thought and urban policy, with the promise of even greater achievements in the future.

Notable Publications

Framework of street grid-based urban heat vulnerability assessment: Integrating entropy weight method and BPNN model

Authors: Guo, F., Zheng, R., Zhao, J., Zhang, H., Dong, J.

Journal: Urban Climate

Year: 2024

Application and future of local climate zone system in urban climate assessment and planning—Bibliometrics and meta-analysis

Authors: Zhang, H., Bai, J., Zhao, J., Dong, J., Cai, J.

Journal: Cities

Year: 2024

Finer-scale urban health risk assessment based on the interaction perspective of thermal radiation, human, activity, and space

Authors: Guo, R., Guo, F., Dong, J., Zheng, R., Zhang, H.

Journal: Frontiers of Architectural Research

Year: 2024

Factors influencing outdoor thermal comfort in a coastal park during the transition seasons in cold regions of China

Authors: Zhang, H., Wang, Y., Guo, F., Dong, J., Zhu, P.

Journal: Urban Climate

Year: 2024

Potential evaluation and implementation strategy for pocket park construction in high-density urban areas: A case study in Dalian, China

Authors: Dong, J., Guo, R., Guo, F., Cai, J.

Journal: Frontiers of Architectural Research

Year: 2024