Quantifying the impact of road capacity loss on urban electrified transportation networks: An optimization based approach

Wei Wei1, Jianhui Wang2,3, Lei Wu4
1State Key Laboratory of Power Systems, Department of Electrical Engineering, Tsinghua University, 100084, Beijing, China
2Department of Electrical Engineering, Southern Methodist University, Dallas, TX 75275, USA
3Argonne National Laboratory, Argonne, 60439, IL, USA
4Department of Electrical and Computer Engineering, Clarkson University, Potsdam 13699, NY, USA

Tài liệu tham khảo

Abousleiman, 2015, Smart charging: system design and implementation for interaction between plug-in electric vehicles and the power grid, IEEE Trans. Transp. Electrif., 1, 18, 10.1109/TTE.2015.2426571 Al-Deek, 2006, New methodology for estimating reliability in transportation networks with degraded link capacities, J. Intell. Transp. Syst., 10, 117, 10.1080/15472450600793586 Alizadeh, M., Wai, H., Chowdhury, M., Goldsmith, A., Scaglione, A., Javidi, T., 2016. Joint management of electric vehicles in coupled power and transportation networks. URL: <http://arxiv.org/abs/1511.03611>. Baran, 1989, Network reconfiguration in distribution systems for loss reduction and load balancing, IEEE Trans. Power Deliver., 4, 1401, 10.1109/61.25627 Barré, 2013, A review on lithium-ion battery ageing mechanisms and estimations for automotive applications, J. Power Sour., 241, 680, 10.1016/j.jpowsour.2013.05.040 Bazaraa, 2013 Beckmann, 1956 Bureau of Public Roads, 1964 Byrd, R.H., Nocedal, J., Waltz, R.A., 2006. Knitro: an integrated package for nonlinear optimization. In: Pillo, G.D., Roma, M. (Eds.), Large-Scale Nonlinear Optimization. Springer, Ch. 4, pp. 35–59. Chen, 2007, Network-based accessibility measures for vulnerability analysis of degradable transportation networks, Netw. Spat. Econ., 7, 241, 10.1007/s11067-006-9012-5 Chen, 2016, Robust restoration method for active distribution networks, IEEE Trans. Power Syst., 31, 4005, 10.1109/TPWRS.2015.2503426 Chiou, S.W., 2014. Vulnerability analysis of a signal-controlled road network for equilibrium flow. In: Advanced Business Analytics. pp. 109–142. Custódio, 2007, Using sampling and simplex derivatives in pattern search methods, SIAM J. Optim., 18, 537, 10.1137/050646706 Custódio, 2010, Incorporating minimum Frobenius norm models in direct search, Comput. Optim. Appl., 46, 265, 10.1007/s10589-009-9283-0 Du, 2013, Can electricity powered vehicles serve traveler needs?, Int. J. Transp. Sci. Technol., 2, 123, 10.1260/2046-0430.2.2.123 Eckhoff, J., Helly, R., 1993. Caratheodory type theorems. In: Handbook of Convex Geometry. vol. A, B. pp. 389–448. Erath, A.L., 2011. Vulnerability assessment of road transport infrastructure. (Ph.D. thesis), ETH Zürich, Switzerland. URL: <http://e-collection.library.ethz.ch/view/eth:5164>. Falk, 1973, A linear max-min problem, Math. Program., 5, 169, 10.1007/BF01580119 Fletcher, 2004, Solving mathematical programs with complementarity constraints as nonlinear programs, Optim. Methods Softw., 19, 15, 10.1080/10556780410001654241 Fortuny-Amat, 1981, A representation and economic interpretation of a two-level programming problem, J. Oper. Res. Soc., 32, 783, 10.1057/jors.1981.156 Galus, 2012, Integrating power systems, transport systems and vehicle technology for electric mobility impact assessment and efficient control, IEEE Trans. Smart Grid, 3, 934, 10.1109/TSG.2012.2190628 Gomez, 2003, Impact of EV battery chargers on the power quality of distribution systems, IEEE Trans. Power Deliver., 18, 975, 10.1109/TPWRD.2003.813873 Han, 2014, A comparative study of commercial lithium ion battery cycle life in electrical vehicle: aging mechanism identification, J. Power Sour., 251, 38, 10.1016/j.jpowsour.2013.11.029 He, 2013, Optimal deployment of public charging stations for plug-in hybrid electric vehicles, Transport. Res. B, 47, 87, 10.1016/j.trb.2012.09.007 He, 2013, Integrated pricing of roads and electricity enabled by wireless power transfer, Transport. Res. C, 34, 1, 10.1016/j.trc.2013.05.005 He, 2016, Sustainability SI: optimal prices of electricity at public charging stations for plug-in electric vehicles, Netw. Spat. Econ., 16, 131, 10.1007/s11067-013-9212-8 Jafari, 2015, Simulation and analysis of the effect of real-world driving styles in an EV battery performance and ageing, IEEE Trans. Transp. Electrif., 1, 391, 10.1109/TTE.2015.2483591 Jiang, 2014, Method to assess the power-quality impact of plug-in electric vehicles, IEEE Trans. Power Deliver., 29, 958, 10.1109/TPWRD.2013.2283598 Kanzow, 2013, A new regularization method for mathematical programs with complementarity constraints with strong convergence properties, SIAM J. Optim., 23, 770, 10.1137/100802487 Khodayar, 2012, Hourly coordination of electric vehicle operation and volatile wind power generation in SCUC, IEEE Trans. Smart Grid, 3, 1271, 10.1109/TSG.2012.2186642 Kolda, 2003, Optimization by direct search: new perspectives on some classical and modern methods, SIAM Rev., 45, 385, 10.1137/S003614450242889 Kühne, 2010, Electric buses – an energy efficient urban transportation means, Energy, 35, 4510, 10.1016/j.energy.2010.09.055 Kumar, 2015, Impact of priority criteria on electric vehicle charge scheduling, IEEE Trans. Transp. Electrif., 1, 200, 10.1109/TTE.2015.2465293 Lawphongpanich, 2010, Solving Pareto-improving congestion pricing for general road networks, Transport. Res. C, 18, 234, 10.1016/j.trc.2009.08.006 Leyffer, 2006, Interior methods for mathematical programs with complementarity constraints, SIAM J. Optim., 17, 52, 10.1137/040621065 Li, 2015, Development of electric vehicle charging corridor for south carolina, Int. J. Transp. Sci. Technol., 4, 395, 10.1016/S2046-0430(16)30170-8 Liao, 2015, Dispatch of EV charging station energy resources for sustainable mobility, IEEE Trans. Transp. Electrif., 1, 86, 10.1109/TTE.2015.2430287 Liu, 2015, Global optimization method for network design problem with stochastic user equilibrium, Transport. Res. B, 72, 20, 10.1016/j.trb.2014.10.009 Liu, 2015, Global optimization for transport network expansion and signal setting, Math. Probl. Eng. Löfberg, J., Sep. 2004. YALMIP: a toolbox for modeling and optimization in MATLAB. In: IEEE International Symposium on Computer Aided Control Systems Design. Taipei, Taiwan, pp. 284–289. Lopes, 2011, Integration of electric vehicles in the electric power system, Proc. IEEE, 99, 168, 10.1109/JPROC.2010.2066250 Misener, 2010, Piecewise-linear approximations of multidimensional functions, J. Optimi. Theory Appl., 145, 120, 10.1007/s10957-009-9626-0 Momber, 2016, Retail pricing: a bilevel program for PEV aggregator decisions using indirect load control, IEEE Trans. Power Syst., 31, 464, 10.1109/TPWRS.2014.2379637 Nagurney, 2009, A relative total cost index for the evaluation of transportation network robustness in the presence of degradable links and alternative travel behavior, Int. Trans. Oper. Res., 16, 49, 10.1111/j.1475-3995.2009.00659.x Nguyen, 2015, Optimal coordination of G2V and V2G to support power grids with high penetration of renewable energy, IEEE Trans. Transp. Electrif., 1, 188, 10.1109/TTE.2015.2430288 Ortega-Vazquez, 2013, Electric vehicle aggregator/system operator coordination for charging scheduling and services procurement, IEEE Trans. Power Syst., 28, 1806, 10.1109/TPWRS.2012.2221750 Pereira, 2005, Strategic bidding under uncertainty: a binary expansion approach, IEEE Trans. Power Syst., 20, 180, 10.1109/TPWRS.2004.840397 Scott, 2006, Network robustness index: a new method for identifying critical links and evaluating the performance of transportation networks, J. Transp. Geogr., 14, 215, 10.1016/j.jtrangeo.2005.10.003 Sheffi, 1985 Veldman, 2015, Distribution grid impacts of smart electric vehicle charging from different perspectives, IEEE Trans. Smart Grid, 6, 333, 10.1109/TSG.2014.2355494 Vielma, 2011, Modeling disjunctive constraints with a logarithmic number of binary variables and constraints, Math. Program., 128, 49, 10.1007/s10107-009-0295-4 Vielma, 2010, Mixed-integer models for nonseparable piecewise-linear optimization: unifying framework and extensions, Oper. Res., 58, 303, 10.1287/opre.1090.0721 Wang, 2015, A novel discrete network design problem formulation and its global optimization solution algorithm, Transport. Res. E, 79, 213, 10.1016/j.tre.2015.04.005 Wang, 2015, Stochastic DG placement for conservation voltage reduction based on multiple replications procedure, IEEE Trans. Power Deliver., 30, 1039, 10.1109/TPWRD.2014.2331275 Wang, 2015, Coordinated energy management of networked microgrids in distribution systems, IEEE Trans. Smart Grid, 6, 45, 10.1109/TSG.2014.2329846 Wang, 2016, Identification of critical combination of vulnerable links in transportation networks – a global optimization approach, Transportmetrica A, 12, 346, 10.1080/23249935.2015.1137373 Wang, 2016, Operations of electric taxis to serve advance reservations by trip chaining: sensitivity analysis on network size, customer demand and number of charging stations, Int. J. Transp. Sci. Technol., 5, 47, 10.1016/j.ijtst.2016.09.002 Wardrop, 1952, Some theoretical aspects of road traffic research, Proc. Inst. Civil Eng., 1, 325 Wei, 2016, Charging strategies of EV aggregator under renewable generation and congestion: a normalized Nash equilibrium approach, IEEE Trans. Smart Grid, 7, 1630, 10.1109/TSG.2015.2477844 Wei, 2017, Optimal traffic-power flow in urban electrified transportation networks, IEEE Trans. Smart Grid, 8, 84, 10.1109/TSG.2016.2612239 Wilf, 1989 Wu, 2011, A tighter piecewise linear approximation of quadratic cost curves for unit commitment problems, IEEE Trans. Power Syst., 26, 2581, 10.1109/TPWRS.2011.2148370 Wu, 2016, A game theoretic approach to risk-based optimal bidding strategies for electric vehicle aggregators in electricity markets with variable wind energy resources, IEEE Trans. Sustain. Energy, 7, 374, 10.1109/TSTE.2015.2498200 Xiong, 2015, Investigate the impacts of pev charging facilities on integrated electric distribution system and electrified transportation system, IEEE Trans. Transp. Electrif., 1, 178, 10.1109/TTE.2015.2443798 Yeh, 2012, Adaptive VAR control for distribution circuits with photovoltaic generators, IEEE Trans. Power Syst., 27, 1656, 10.1109/TPWRS.2012.2183151 Yilmaz, 2013, Review of the impact of vehicle-to-grid technologies on distribution systems and utility interfaces, IEEE Trans. Power Electr., 28, 5673, 10.1109/TPEL.2012.2227500 Zhu, 2015