Optimal power dispatching strategies in smart-microgrids with storage

With the development of decentralized power sources based on renewable energy, power grids need smarter operations to be run properly. This paper investigates different procedures for the optimal power dispatching of a grid-connected prosumer with an energy storage consisting in a high speed flywheel. An off-line optimal scheduling for the day ahead aims at minimizing the cost with regards to the daily energy rates and considering the forecasts for both consumption and production. That dispatching is performed thanks to global optimization procedures based on a trust-region method or on a niching genetic algorithm. Another approach using step by step optimization and exploiting an original self-adaptive dynamic programming strategy is also developed. The paper discusses the performance of all the considered methods with regards to the obtained results and the computational time.

[1]  W. Prommee,et al.  A study of particle swarm technique for renewable energy power systems , 2010, Proceedings of the International Conference on Energy and Sustainable Development: Issues and Strategies (ESD 2010).

[2]  Michael J. Mossinghoff,et al.  Combinatorics and graph theory , 2000 .

[3]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Two Volume Set , 1995 .

[4]  Philippe Poggi,et al.  Sizing of photovoltaic system coupled with hydrogen/oxygen storage based on the ORIENTE model , 2010 .

[5]  Pooya Soltantabar Annual Energy Outlook , 2015 .

[6]  Kyle Bradbury,et al.  Economic viability of energy storage systems based on price arbitrage potential in real-time U.S. electricity markets , 2014 .

[7]  Andreas Poullikkas,et al.  Overview of current and future energy storage technologies for electric power applications , 2009 .

[8]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.

[9]  Y Riffonneau,et al.  Optimal Power Flow Management for Grid Connected PV Systems With Batteries , 2011, IEEE Transactions on Sustainable Energy.

[10]  Alireza Bagherian,et al.  A developed energy management system for a microgrid in the competitive electricity market , 2009, 2009 IEEE Bucharest PowerTech.

[11]  Mo M. Jamshidi,et al.  Cost-Efficient Environmentally-Friendly Control of Micro-Grids Using Intelligent Decision-Making for Storage Energy Management , 2013, Intell. Autom. Soft Comput..

[12]  Yong Fu,et al.  Impacts of energy storage on the future power system , 2010, North American Power Symposium 2010.

[13]  Alain Pétrowski,et al.  A clearing procedure as a niching method for genetic algorithms , 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

[14]  Ozan Erdinc,et al.  Optimum design of hybrid renewable energy systems: Overview of different approaches , 2012 .

[15]  F. Pilo,et al.  Meshed vs. radial MV distribution network in presence of large amount of DG , 2004, IEEE PES Power Systems Conference and Exposition, 2004..

[16]  Bruno Sareni,et al.  Off-line and On-line Power Dispatching Strategies for a Grid Connected Commercial Building with Storage Unit , 2012 .

[17]  Thomas F. Coleman,et al.  An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds , 1993, SIAM J. Optim..

[18]  A Mammeri,et al.  Gain énergétique entre deux configurations de système de pompage d’eau photovoltaïque Application au site d’Adrar , 2010 .

[19]  Bruno Francois,et al.  Energy Management and Operational Planning of a Microgrid With a PV-Based Active Generator for Smart Grid Applications , 2011, IEEE Transactions on Industrial Electronics.

[20]  B. Washom,et al.  Storage dispatch optimization for grid-connected combined photovoltaic-battery storage systems , 2012, 2012 IEEE Power and Energy Society General Meeting.

[21]  B. Francois,et al.  Strategic framework of an energy management of a microgrid with a photovoltaic-based active generator , 2009, 2009 8th International Symposium on Advanced Electromechanical Motion Systems & Electric Drives Joint Symposium.

[22]  Fabrice Locment,et al.  Building Integrated Photovoltaic System With Energy Storage and Smart Grid Communication , 2013, IEEE Transactions on Industrial Electronics.

[23]  C.M. Colson,et al.  A review of challenges to real-time power management of microgrids , 2009, 2009 IEEE Power & Energy Society General Meeting.