Title :
Alternate mechanisms for integrating renewable sources of energy into electricity markets
Author :
Lamadrid, A.J. ; Mount, T. ; Zimmerman, R. ; Murillo-Sanchez, C.E. ; Anderson, L.
Abstract :
The objective of this paper is to contrast the effect of demand side versus supply side policies aimed at operating a secured system, while maintaining the sustainability of the system by analyzing: 1) the role that load following costs can have in counteracting the impact of unpredictable Renewable Energy Sources (RES) on system operation and 2) The optimal management of Deferrable (or controllable) demand, given the inter-temporal constraints they face, to be coupled with RES. This will extend the concept of controllable loads to include thermal storage, and in particular, the use of ice batteries to replace standard forms of air-conditioning (AC). The analysis is done by simulation in Matpower ([1]) for a Multi-period, stochastic, security constrained AC optimal power flow. This is a continuation of work in stochastic AC-OPF modeling ([2]). A set of constraints reflecting specific ramping costs for all generation is included. The expected amount of Load Not Served (LNS) is also endogenously solved. Wind is modeled as the RES, with a characterization similar to historical data from New York and New England. The network model is a reduction of the Northeastern Power Coordinating Council (NPCC, [3]), modified to focus on New York and New England. Since the adoption of renewables leads to higher cost of capacity for conventional generation, new investments need to be made to be able to manage the load in more economical ways. A load-following ramping reserve product is proposed as an example of a mechanism for participants to signal their technical characteristics and constraints. Investments in storage and controllable load management can also improve the system efficiency. Our results illustrate the importance of market designs that provide participants with the correct economic incentives and signaling mechanisms.
Keywords :
costing; investment; load flow; power generation economics; power markets; wind power plants; LNS; Matpower; NPCC; New England; New York; Northeastern Power Coordinating Council; RES; air conditioning; capacity cost; controllable load management; deferrable demand; demand side policy; economic incentives; electricity markets; ice batteries; intertemporal constraints; investments; load not served; load-following costs; load-following ramping reserve product; market designs; multiperiod AC optimal power flow; optimal management; renewable energy sources; secured system; security-constrained AC optimal power flow; signaling mechanisms; specific ramping costs; stochastic AC optimal power flow; stochastic AC-OPF modeling; supply side policy; system operation; thermal storage; Coal; Generators; Load modeling; Optimization; Stochastic processes; Wind;
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
DOI :
10.1109/PESGM.2012.6345107