The economical modelling of a distribution system for electricity supply chain

We propose an integrated distribution system model for electricity supply chain. The distribution system consists of a power plant, a transmission substation, a distribution substation and multi-customers. The electricity generated by the power plant is transmitted to the submission and distribution substations, and finally consumed by the customers. We apply the inventory theory to the distribution system model and assume the electricity demand is normally distributed. The objective is to minimize the joint total expected cost (JTEC) incurred by the power plant, transmission substation, distribution substation and multi-customers. The JTEC includes the transmission and the distribution costs, the blackout cost, the energy storage cost, setup/ordering cost, and the production cost. We develop a procedure to derive the optimal solution and the decision variables using differential calculus. The model is tested with an artificially generated data. The results in Fig. 5 show that as JTEC increases, the parameters of the average and standard deviation of electricity demand, power supply rate, length of lead time, capacities of power plant and transmission substation increase. The cost decreases as the blackout ratio and distribution substation capacity increase. The cost is insensitive to the changing electricity consumption time.

[1]  G. Hug Integration of optimal storage operation into marginal cost curve representation , 2016 .

[2]  F. Genoese,et al.  Assessing the value of storage in a future energy system with a high share of renewable electricity generation , 2014 .

[3]  Evan L. Porteus Optimal Lot Sizing, Process Quality Improvement and Setup Cost Reduction , 1986, Oper. Res..

[4]  R J Tersine,et al.  Lot-size determination with quantity discounts , 1986 .

[5]  Ford W. Harris,et al.  How Many Parts to Make at Once , 1990, Oper. Res..

[6]  Yu-Cheng Hsiao,et al.  Integrated inventory models with controllable lead time and backorder discount considerations , 2005 .

[7]  L. Ouyang,et al.  An integrated vendor–buyer inventory model with quality improvement and lead time reduction , 2007 .

[8]  S. Goyal “A JOINT ECONOMIC‐LOT‐SIZE MODEL FOR PURCHASER AND VENDOR”: A COMMENT* , 1988 .

[9]  M. Ventosa,et al.  Electricity market modeling trends , 2005 .

[10]  A. Rentizelas,et al.  An impact assessment of electricity and emission allowances pricing in optimised expansion planning of power sector portfolios , 2011 .

[11]  Arthur F. Veinott,et al.  Analysis of Inventory Systems , 1963 .

[12]  J. F. Bonnans,et al.  Continuous optimal control approaches to microgrid energy management , 2018 .

[13]  Michael Godfrey,et al.  Incorporating transportation costs into inventory replenishment decisions , 2002 .

[14]  Dashi I. Singham,et al.  Optimal carbon capture and storage contracts using historical CO$$_2$$2 emissions levels , 2015 .

[15]  Steffen Rebennack,et al.  Optimal power flow: a bibliographic survey I , 2012, Energy Systems.

[16]  Suresh Kumar Goyal,et al.  A one-vendor multi-buyer integrated inventory model: A comment , 1995 .

[17]  A. Banerjee A JOINT ECONOMIC-LOT-SIZE MODEL FOR PURCHASER AND VENDOR , 1986 .

[18]  Christoph H. Glock,et al.  Using inventory models for sizing energy storage systems: An interdisciplinary approach , 2016 .

[19]  Luis Fontan,et al.  A method for optimal sizing energy storage systems for microgrids , 2015 .

[20]  C. Liao,et al.  An Analytical Determination of Lead Time with Normal Demand , 1991 .

[21]  Lu Lu A one-vendor multi-buyer integrated inventory model , 1995 .

[22]  Fred W. Glover,et al.  Transmission-Capacity Expansion for Minimizing Blackout Probabilities , 2014, IEEE Transactions on Power Systems.

[23]  William J. Baumol,et al.  An Inventory Theoretic Model of Freight Transport Demand , 1970 .

[24]  L. Ouyang,et al.  Integrated vendor–buyer cooperative models with stochastic demand in controllable lead time , 2004 .

[25]  M. Hariga,et al.  Integrated single vendor single buyer model with stochastic demand and variable lead time , 2004 .

[26]  Wakhid Ahmad Jauhari,et al.  Integrated inventory model for single vendor-single buyer with probabilistic demand , 2011 .

[27]  Jukka Paatero,et al.  A model for generating household electricity load profiles , 2006 .

[28]  Roger M. Hill,et al.  The optimal production and shipment policy for the single-vendor singlebuyer integrated production-inventory problem , 1999 .

[29]  Alexander C. Tsigkas,et al.  Open lean electricity supply communities , 2011 .

[30]  Andrea Schröder,et al.  An electricity market model with generation capacity expansion under uncertainty , 2012 .

[31]  Chung-Yee Lee,et al.  The Economic Order Quantity for Freight Discount Costs , 1986 .

[32]  Johanna L. Mathieu,et al.  Price and capacity competition in balancing markets with energy storage , 2015, ArXiv.

[33]  Mohamed Ben-Daya,et al.  Some stochastic inventory models with deterministic variable lead time , 1999, Eur. J. Oper. Res..

[34]  J. G. Banbury,et al.  Distribution - the final link in the electricity-supply chain , 1975 .

[35]  Todd Levin,et al.  A mixed-integer optimization model for electricity infrastructure development , 2013 .

[36]  Alexander S. Belenky,et al.  Finding an optimal strategy of incorporating renewable sources of energy and electricity storing systems in a regional electrical grid , 2015 .

[37]  Jason Chao-Hsien Pan,et al.  A study of an integrated inventory with controllable lead time , 2002 .

[38]  Danijel Pavković,et al.  Energy Storage Systems Sizing Study for a High-Altitude Wind Energy Application , 2014 .

[39]  Scott R. Swenseth,et al.  Just‐ In‐ Time : Some Effects on the Logistics Function , 1990 .

[40]  Ilkyeong Moon,et al.  A note on lead time and distributional assumptions in continuous review inventory models , 1998, Comput. Oper. Res..

[41]  R. Hill The single-vendor single-buyer integrated production-inventory model with a generalised policy , 1997 .

[42]  Alexander S. Belenky,et al.  A game-theoretic approach to optimizing the scale of incorporating renewable sources of energy and electricity storing systems in a regional electrical grid , 2015 .

[43]  Gabriela Hug,et al.  Design of load balancing mechanism for Indian electricity markets , 2017 .

[44]  I. D. Wangsa,et al.  An integrated vendor–buyer inventory model with transportation cost and stochastic demand , 2018 .

[45]  C. Glock,et al.  Optimal Sizing of Electrical Energy Storage Systems using Inventory Models , 2015 .

[46]  L. Ouyang,et al.  Mixture Inventory Model with Backorders and Lost Sales for Variable Lead Time , 1996 .

[47]  Suresh Kumar Goyal,et al.  An integrated inventory model for a single supplier-single customer problem , 1977 .

[48]  Andy Philpott,et al.  Investment and generation optimization in electricity systems with intermittent supply , 2017 .

[49]  Abdul Raouf,et al.  Inventory Models Involving Lead Time as a Decision Variable , 1994 .