Day-ahead economic optimization of energy use in an olive mill

Abstract This article presents an economic case study on biomass and power dispatch focused on the olive oil extraction industry. A method is proposed to minimize the energy cost associated to olive oil production. This is realized through load shaping and optimal selection of the destination of subproducts and wastes. The mill and the loads linked to the extraction process are modeled using the energy hub concept, and an Economic Model Predictive Control (EMPC) based power and biomass dispatcher is introduced. The control strategy has been simulated over different scenarios to validate the optimization scheme.

[1]  Panagiotis D. Christofides,et al.  Smart plant operations: Vision, progress and challenges , 2007 .

[2]  Johan Efberg,et al.  YALMIP : A toolbox for modeling and optimization in MATLAB , 2004 .

[3]  Carlos Bordons,et al.  PREDICTIVE CONTROL OF AN OLIVE OIL MILL WITH MULTI-OBJECTIVE PRIORITIZATION , 2002 .

[4]  A. R. Celma,et al.  Waste-to-energy possibilities for industrial olive and grape by-products in Extremadura , 2007 .

[5]  Bruno Sareni,et al.  Optimal power dispatching strategies in smart-microgrids with storage , 2014 .

[6]  Yang Jun,et al.  Day-ahead Economic Dispatch of Wind Integrated Power System Considering Optimal Scheduling of Reserve Capacity , 2015 .

[7]  Michael Baldea,et al.  Integrating scheduling and control for economic MPC of buildings with energy storage , 2014 .

[8]  Bart De Schutter,et al.  Model-based predictive control applied to multi-carrier energy systems , 2009, 2009 IEEE Power & Energy Society General Meeting.

[9]  Riccardo Scattolini,et al.  Architectures for distributed and hierarchical Model Predictive Control - A review , 2009 .

[10]  Helen Durand,et al.  A tutorial review of economic model predictive control methods , 2014 .

[11]  M. Milligan Stochastic Methods for Planning and Operating Power System with Large Amounts of Wind and Solar Power , 2012 .

[12]  Carlos Bordons,et al.  Combined environmental and economic dispatch of smart grids using distributed model predictive control , 2014 .

[13]  P. Ollero,et al.  The CO2 gasification kinetics of olive residue , 2003 .

[14]  R. Borja,et al.  Anaerobic biodegradation of two-phase olive mill solid wastes and liquid effluents: kinetic studies and process performance , 2006 .

[15]  M. Bazargan,et al.  New participants in SmartGrids and associated challenges in the transition towards the grid of the future , 2009, 2009 IEEE Bucharest PowerTech.

[16]  P. Cano Marchal,et al.  Optimal Production Planning for the Virgin Olive Oil Elaboration Process , 2014 .

[17]  L. Friedrich,et al.  Modeling and optimization of renewables: applying the Energy Hub approach , 2008, 2008 IEEE International Conference on Sustainable Energy Technologies.

[18]  Thomas F. Edgar,et al.  Smart manufacturing, manufacturing intelligence and demand-dynamic performance , 2012, Comput. Chem. Eng..

[19]  David Angeli,et al.  Fundamentals of economic model predictive control , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[20]  Fernando Cruz-Peragón,et al.  Integral energy cycle for the olive oil sector in the province of Jaén , 2006 .

[21]  S. Joe Qin,et al.  Application of economic MPC to the energy and demand minimization of a commercial building , 2014 .

[22]  Martin Geidl,et al.  Integrated Modeling and Optimization of Multi-Carrier Energy Systems , 2007 .

[23]  C. Bordons,et al.  Comparison of different predictive controllers with multi-objective optimization. Application to an olive oil mill , 2002, Proceedings of the International Conference on Control Applications.

[24]  Thomas F. Edgar,et al.  Process energy systems: Control, economic, and sustainability objectives , 2012, Comput. Chem. Eng..

[25]  Sebastian Engell,et al.  Economics-based NMPC strategies for the operation and control of a continuous catalytic distillation process , 2012 .

[26]  Ahmet Palazoglu,et al.  An economic receding horizon optimization approach for energy management in the chlor-alkali process with hybrid renewable energy generation , 2014 .

[27]  Carlos Bordons,et al.  Model based predictive control of an olive oil mill , 2008 .

[28]  Srikrishna Subramanian,et al.  Grey wolf optimization for combined heat and power dispatch with cogeneration systems , 2016 .