Bingnan Jiang

From NUEESS

Revision as of 17:06, 4 April 2015

PhD Candidate in Computer Engineering

Dept. of Electrical and Computer Engineering

Northeastern University

Boston, MA, 02115, USA

Education

• Ph.D.    Computer Engineering, present

     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

• IEEE Transactions On Smart Grid
• IEEE Transactions On Vehicular Technology
• IEEE Transactions On Intelligent Transportation Systems
• IEEE Embedded Systems Letters
• IET Generation, Transmission & Distribution
• International Journal of Electrical Power and Energy Systems