Bingnan Jiang
From NUEESS
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*IEEE Transactions on Power System | *IEEE Transactions on Power System | ||
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*IEEE Communications Magazine | *IEEE Communications Magazine | ||
*IEEE Embedded Systems Letters | *IEEE Embedded Systems Letters | ||
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*ACM Transactions on Embedded Computing Systems | *ACM Transactions on Embedded Computing Systems | ||
*IET Generation, Transmission & Distribution | *IET Generation, Transmission & Distribution | ||
*International Journal of Electrical Power and Energy Systems | *International Journal of Electrical Power and Energy Systems | ||
*British Journal of Applied Science & Technology | *British Journal of Applied Science & Technology | ||
Revision as of 16:10, 12 March 2016
PhD in Computer Engineering
Dept. of Electrical and Computer Engineering
Northeastern University
Boston, MA, 02115, USA
Contents |
Education
- Ph.D. Computer Engineering, 2015
Northeastern University, Boston, MA, USA
- M.S. Control Theory and Control Engineering, 2010
Best thesis award
Beihang University, Beijing, China
- B.S. Automatic Control and Information Technology, 2007
Beihang University, Beijing, China
Research Interests
- Energy efficient cyber-physical system (smart grid, plug-in hybrid electric vehicles, intelligent transportation system).
- Optimization (linear/integer optimization, combinatorial optimization, stochastic optimization,decentralized optimization, multi-objective optimization).
- Data mining and machine learning (prediction, Markov decision process, hidden Markov model, kernel density estimation).
- Distributed system (multi-tiered system, SOA system).
- Multi-agent system (multi-agent optimization and simulation system).
Skills
- Operations Research: Linear Programming, Stochastic Programming, Multi-objective Optimization, Discrete-event Simulation, Data Visualization
- Machine Learning: Hidden Markov Model, Q-learning, Neural Network, Kernel Density Estimation, Decision Tree, Naïve Bayes
- Programming Language: Java, C/C++, Python, SQL, Linux Shell Scripting
- Web Development: Struts, Hibernate, Web Services, SOA, WSDL, XML
- Software & Tools: Eclipse, AnyLogic, CPLEX, R, MATLAB, Oracle Database, DB2, Tableau
- Operating System: Linux, Windows
- Software Engineering: Algorithms, Design Pattern, Data Structure
Publications
- B. Jiang and Y. Fei, "Traffic and Vehicle Speed Prediction with Neural Network and Hidden Markov Model in Vehicular Networks," Proc. IEEE Intelligent Vehicles Symp. (IV'15), June, 2015.
- B. Jiang and Y. Fei, “Smart home in smart microgrid: A cost-effective energy ecosystem with intelligent hierarchical agents,” IEEE Trans. Smart Grid, vol.6, no.1, pp.3-13, Jan. 2015.
- B. Jiang and Y. Fei, "On-road PHEV power management with hierarchical strategies in vehicular networks," Proc. IEEE Intelligent Vehicles Symp. (IV'14), June, 2014.
- B. Jiang and Y. Fei, "Decentralized scheduling of PEV on-street parking and charging for smart grid reactive power compensation," Proc. IEEE PES Innovative Smart Grid Technologies (ISGT), Feb. 2013.
- B. Jiang and Y. Fei, “Dynamic residential demand response and distributed generation management in smart microgrid with hierarchical agents,” Proc. Int. Conf. on Smart Grid & Clean Energy Technologies, Sept. 2011.
- B. Jiang, H. Zhang, “Realization of distributed traffic simulation system with SCA and SDO”, in Proc. IEEE Int. Conf. on Future Information Technology and Management Engineering, Dec. 2009, pp. 222-225.
- B. Jiang, H. Zhang, “Architecture of distributed traffic simulation system based on SOA and Multi-agents”, in Proc. Int. Conf. on Computer Technology and Development, Nov. 2009, pp. 216-221.
- B. Jiang, H. Zhang, “Design of distributed traffic simulation system based on struts framework and Service Component Architecture”, J. of University of Shanghai for Science and Technology, vol.31, no.5, pp. 439-443, 2009.
- B. Jiang, H. Zhang, “Design and persistence of road network for distributed traffic simulation”, System Simulation Technology, vol. 5, no. 3, pp.144-148, 2009.
Patent & Software Copyrights
- Design method of distributed traffic simulation system based on Service Oriented Architecture, Chinese patent, 2009102603854.
- Software of road network generation and management for distributed traffic simulation system, Chinese Software Copyright.
- Intelligent monitoring system, Chinese Software Copyright.
Journal Reviewer
- Applied Energy
- IEEE Transactions on Smart Grid
- IEEE Transactions on Power System
- IEEE Transactions on Sustainable Energy
- IEEE Transactions on Vehicular Technology
- IEEE Transactions on Intelligent Transportation Systems
- IEEE Transactions on Industrial Electronics
- IEEE Communications Magazine
- IEEE Embedded Systems Letters
- ACM Transactions on Embedded Computing Systems
- IET Generation, Transmission & Distribution
- International Journal of Electrical Power and Energy Systems
- British Journal of Applied Science & Technology
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