### Table of Content

**Market-based Resource Allocation in an Integrated Petrochemical Site**

S. Nazari, C. Sonntag, G. Stojanovski, S. Engell, A Modelling, Simulation, and Validation Framework for Distributed Management of Large-scale Processing Systems, in: Proc. of the 12^{th} Int. Symp. on Process Sys. Eng. and the 25^{th} Eur. Symp. on Comp. Aided Process Eng., Copenhagen, Denmark, 2015, pp. 269–274.

G. Stojanovski, L.S. Maxeiner, S. Krämer, S. Engell, Real-Time Shared Resource Allocation by Price Coordination in an Integrated Petrochemical Site, in: Proc. of the 2015 Eur. Control Conf. (ECC), Linz, Austria, 2015, pp. 1498–1503.

S. Wenzel, R. Paulen, G. Stojanovski, S. Krämer, B. Beisheim, S. Engell, Optimal resource allocation in industrial complexes by distributed optimization and dynamic pricing, at – Autom 64(6), 2016, 428–442.

S. Wenzel, R. Paulen, S. Krämer, B. Beisheim, S. Engell, Price Adjustment in Price-based Coordination Using Quadratic Approximation, in: Proc. of the 26^{th} Eur. Symp. Comp. Aided Process Eng., Portoroz, Slovenia, 2016, pp. 193–198.

S. Wenzel, R. Paulen, S. Krämer, B. Beisheim, S. Engell, Shared Resource Allocation in an Integrated Petrochemical Site by Price-based Coordination Using Quadratic Approximation, in: Proc. of the 2016 Eur. Control Conf. (ECC), Aalborg, Denmark, 2016, pp. 1045–1050.

L.S. Maxeiner, S. Engell, Distributed minimum batch time optimization for batch reactors with shared resources, in: Proc. of the 26^{th} Eur. Symp. Comp. Aided Process Eng., Portoroz, Slovenia, 2016, pp. 193–198.

**Dynamic Management of Power Distribution System**

M. Gulin, M. Vasak, M. Baotic, Analysis of Microgrid Power Flow Optimization with Consideration of Residual Storages State, in: Proc. of the 2015 Eur. Control Conf. (ECC), Linz, Austria, 2015, pp. 3131–3136.

B. Novoselnik, M. Baotic, Dynamic Management of Electrical Power Networks With Distributed Generation and Storage, in: Proc. of the 2015 20^{th} Int. Conf. on Process Control (PC), Strbske Pleso, Slovak Republic, 2015, pp. 72–77.

B. Novoselnik, M. Baotić, Dynamic Reconfiguration of Electrical Power Distribution Systems with Distributed Generation and Storage, in: Proc. of the 5^{th} IFAC Conference on Nonlinear Model Predictive Control (NMPC’15), Seville, Spain, 2015, pp. 136–141.

B. Novoselnik, M. Baotić, Coordinated Microgrid Control via Parametric Optimization, in: Proc. of the 2016 IEEE International Energy Conference (ENERGYCON), Leuven, Belgium, 2016, pp. 1–6.

M. Bolfek, M. Bošković, I. Širić, M. Baotić, B. Novoselnik, Medium Voltage Network Loss Reduction through Advanced Management of Distributed Generation, in: 5^{th} (11^{th}) Session of the CIRED Croatian National Committee, Osijek, Croatia, 2016.

B. Novoselnik, M. Bolfek, M. Bošković, M. Baotić, Dynamic Management of Electrical Power Distribution Networks, Automatika, 2016, Submitted.

**Coalitional Control for Charging Electric Vehicles in a Smart Grid**

F.J. Muros, J.M. Maestre, E. Algaba, T. Alamo, E.F. Camacho, An Iterative Design Method to Constraint Coalitional Control Networks by the Shapley Value, in: Proc. of the 19^{th} IFAC World Congress, Cape Town, South Africa, 2014, pp. 1188–1193.

F.J. Muros, J.M. Maestre, E. Algaba, T. Alamo, E.F. Camacho, Constraints on the Shapley Value for a Coalitional Control System, in: Proc. of the 2014 Eur. Control Conf. (ECC), Strasbourg, France, 2014, pp. 1223–1228.

A. Núñez, C. Ocampo-Martínez, J.M. Maestre, B. De Schutter, Time-Varyting Scheme for Noncentralized Predictive Control of Large-Scale Systems, Mathematical Problems in Engineering, Math. Probl. Eng. 2015, 2015, pp. 1–17.

F. Fele, J.M. Maestre, E.F. Camacho, Coalitional control: a bottom-up approach, in: Proc. of the 2015 Amer. Control Conf. (ACC), Chicago, IL, USA, 2015. pp. 4074–4079.

F.J. Muros, J.M. Maestre, E. Algaba, C. Ocampo-Martínez, E.F. Camacho, An Application of the Shapley Value to Perform System Partitioning, in: Proc. of the 2015 Amer. Control Conf. (ACC), Chicago, IL, USA, 2015, pp. 2143–2148.

D. Cerero-Tejero, E.F. Camacho, Simulador de vehículos eléctricos en MATLAB, in: Actas de las XXXVI Jornadas de Automática 2015 (JJAA 2015), Bilbao, Spain, 2015, pp. 495–501.

**Charging of Electric Vehicles Applying Population Control**

F. Parise, M. Colombino, S. Grammatico and J. Lygeros, Mean Field Constrained Charging Policy for Large Populations of Plug-in Electric Vehicles, in: Proc. of the 53^{rd} IEEE Conference on Decision and Control (CDC), Los Angeles, CA, USA, 2014, pp. 5101–5106.

S. Grammatico, F. Parise, M. Colombino, J. Lygeros, Decentralized convergence to Nash equilibria in constrained mean field control, Accepted for IEEE Transactions on Automatic Control, 2015.

F. Parise, S. Grammatico, M. Colombino, J. Lygeros, On constrained mean field control for large populations of heterogeneous agents: Decentralized convergence to Nash equilibria, in: Proc. of the 2015 Eur. Control Conf. (ECC), Linz, Austria, 2015, pp. 3316–3321.

S. Grammatico, B. Gentile, F. Parise, J. Lygeros, A Mean field control approach for demand side management of large populations of thermostatically controlled loads, in: Proc. of the 2015 Eur. Control Conf. (ECC), Linz, Austria, 2015, pp. 3548–3553.

F. Parise, B. Gentile, S. Grammatico, J. Lygeros, Network aggregative games: Distributed convergence to Nash equilibria, in: Proc. of the 2015 54^{th} IEEE Conf. on Decision and Control (CDC), Osaka, Japan, 2015, pp. 2295–2300.

S. Grammatico, F. Parise, J. Lygeros, Constrained linear quadratic deterministic mean field control: Decentralized convergence to Nash equilibria in large populations of heterogeneous agents, in: Proc. of the 2015 54^{th} IEEE Conf. on Decision and Control (CDC), Osaka, Japan, 2015, pp. 4412–4417.

M.G. Vaya, S. Grammatico, G. Andersson, J. Lygeros, On the price of being selfish in large populations of plug-in electric vehicles, in: Proc. of the 2015 54^{th} IEEE Conf. on Decision and Control (CDC), Osaka, Japan, 2015, pp. 6542–6547.

L. Möller, B. Gentile, F. Parise, S. Grammatico, J. Lygeros, Constrained Deterministic Leader-Follower Mean Field Control, in: Proc. of the 2016 Amer. Control Conf. (ACC), Boston, USA, 2016, pp. 4687–4692.

F. Parise, S. Grammatico, B. Gentile, J. Lygeros, Distributed convergence to Nash equilibria in network and average aggregative games, Automatica, Submitted.

D. Paccagnan, M. Kamgarpour, J. Lygeros, On Aggregative and Mean Field Games with Applications to Electricity Markets, in: Proc. of the 2016 Eur. Control Conf. (ECC), Aalborg, Denmark, 2016, pp. 196–201.

D. Paccagnan, B. Gentile, F. Parise, M. Kamgarpour, J. Lygeros, Distributed computation of generalized Nash equilibria in quadratic aggregative games with affine coupling constraints, in: Proc. of the 2016 the 55^{th} IEEE Conf. on Decision and Control (CDC), Las Vegas, USA, 2016, Accepted.

**The DYMASOS Engineering Platform**

D. Kampert, U. Epple, Outside-In: Simplifying Systems by Integrating the Outside Perspective, in: Proc. of the 2014 IEEE 11^{th} Int. Multi-Conf. on Systems, Signals and Devices. Barcelona, Spain, 2014, pp. 1–6.

S. Nazari, C. Sonntag, G. Stojanovski, S. Engell, A Modelling, Simulation, and Validation Framework for Distributed Management of Large-scale Processing Systems, in: Proc. of the 12^{th} Int. Symp. on Process Sys. Eng. and the 25^{th} Eur. Symp. on Comp. Aided Process Eng., Copenhagen, Denmark, 2015, pp. 269–274.

S. Nazari, C. Sonntag, S. Engell, A Modelica-based Modeling and Simulation Framework for Large-scale Cyber-physical Systems of Systems, in: Proc. of the 8^{th} Vienna International Conference on Mathematical Modelling – MATHMOD 2015, Vienna, Austria, 2015, pp. 920–921.

D. Kampert, U. Epple, Challenges in the Modelling and Operation of Physically Coupled Systems of Systems, in: Proc. of the 8^{th} Vienna International Conference on Mathematical Modelling – MATHMOD 2015, Vienna, Austria, 2015, pp. 916–917.

D. Kampert, U. Epple, S. Nazari, C. Sonntag, S. Engell, A Framework for Simulation, Optimization and Information, in: Proc. of the 15^{th} IFAC Symposium on Information Control Problems in Manufacturing – INCOM 2015, Ottawa, Canada, 2015, pp. 1553–1558.

R. Paulen, S. Nazari, A. Shahidi, S. Engell, Primal and Dual Decomposition for Distributed MPC – Theory, Implementation, and Comparison in a SoS Simulation Framework. In: Proc. of the 2016 24^{th} Mediterranean Conference on Control and Automation (MED), Athens, Greece, 2016, pp. 286–291.

### Others

R. Paulen, S. Engell, DYMASOS – Dynamic Management of Physically Coupled Systems of Systems, ERCIM News 97, Special theme: Cyber-Physical Systems, 2014, pp. 51–52.

F. Fele, J.M. Maestre, S.M. Hashemy, D. Munoz de la Pena, E.F. Camacho, Coalitional model predictive control of an irrigation canal, J Process Contr 24(4), 2014, pp. 314–325.

D. Kampert, U. Epple, Outside-In: Simplifying Systems by Integrating the Outside Perspective, in: Proc. of the 2014 IEEE 11th Int. Multi-Conf. on Systems, Signals and Devices. Barcelona, Spain, 2014, pp. 1–6.

R.R. Negenborn, J.M. Maestre, Distributed model predictive control: an overview and roadmap of future research opportunities, IEEE Control Systems 34(4), 2014, pp. 87–97.

R.R. Negenborn, J.M. Maestre, Distributed Model Predictive Control: An Overview of Features and Research Opportunities, in: Proc. of the 2014 IEEE 11th International Conference on Networking, Sensing and Control (ICNSC), Miami, FL, USA, 2014, pp. 530–535.

B. Gentile, S. Grammatico, J. Lygeros, Mean field modeling of large-scale energy systems, in: Proc. of the 8th Vienna International Conference on Mathematical Modelling – MATHMOD 2015, Vienna, Austria, 2015, pp. 918–919.

T. Goldschmidt, M.K. Murugaiah, B. Schlich, P. Weber, C. Sonntag, S. Biallasz, Cloud-basierte Steuerungen: Eine horizontal skalierbare, multi-tenant-fähige Soft-SPS, in: Automation 2015, Baden-Baden, Germany, 2015.

R. Martí, S. Lucia, D. Sarabia, R. Paulen, S. Engell, C. de Prada, Improving scenario decomposition algorithms for robust nonlinear model predictive control, Comput. Chem. Eng. 79, 2015, pp. 30–45.

M. Gulin, M. Vasak, M. Baotic, Analysis of Microgrid Power Flow Optimization with Consideration of Residual Storages State, in: Proc. of the 2015 Eur. Control Conf. (ECC), Linz, Austria, 2015, pp. 3131–3136.

S.M. Hashemy Shahdany, J.M. Maestre, P.J. van Overloop, Equitable water Distribution in Main Irrigation canals with constrained water supply, Water Resour. Manag. 29(1), 2015, pp. 3316–3328.

B. Novoselnik, M. Baotic, Dynamic Management of Electrical Power Networks With Distributed Generation and Storage, in: Proc. of the 2015 20th Int. Conf. on Process Control (PC), Strbske Pleso, Slovak Republic, 2015, pp. 72–77.

P.J. Van Overloop, J.M. Maestre, A.D. Sadowska, Eduardo F. Camacho, Human-in-the-Loop Model Predictive Control of an Irrigation Canal, IEEE Control Systems 35(4), 2015, pp. 19–29.

S.-A. Shahidi, R. Paulen, S. Engell, Two-Layer Hierarchical Predictive Control Via Negotiation of Active Constraints, in: Proc. of the 5th IFAC Conference on Nonlinear Model Predictive Control (NMPC’15), Seville, Spain, 2015, pp. 405–410.

A. Romero, D. Millar, M. Carvalho, J.M. Maestre, E.F. Camacho, A comparison of the economic benefits of centralized and distributed model predictive control strategies for optimal and sub-optimal mine dewatering system designs, Appl. Therm. Eng. 90(5), 2015, pp. 1172–1183.

F. Shamin, R. Hernández, R. Paulen, S. Engell, A hierarchical coordination approach to the optimal operation of a sugar crystallization process, in: Proc. of the 26th Eur. Symp. Comp. Aided Process Eng., Portoroz, Slovenia, 2016, pp. 703–708.