Analysis of Wind Ramping Product Formulations in a Ramp-constrained Power Grid

Flexible ramping products are designed to compensate the variability and uncertainty of load and intermittent generation. Since their market implementation by the California Independent System Operator (CAISO) and Midcontinent System Operator (MISO), flexible ramping products have garnered much attention. However, it is still unclear how to best formulate wind power plants’ participation in the ramping requirement. This paper investigates different wind ramping product formulations and increasing wind power penetration in the context of a security-constrained unit commitment (SCUC) model. We demonstrate that the ramping model that captures both the intraand inter-temporal output ramp capability of individual wind power plants reflects the true ramp contribution of the wind fleet. With increasing wind penetration, wind generation curtailments can support the grid’s ramping needs. In addition, we found that increased wind penetration has the potential of lowering ramping and production costs. Numerical case studies performed on the TAMU 2000bus synthetic network support the findings.

[1]  Ram Rajagopal,et al.  Detection and Statistics of Wind Power Ramps , 2013, IEEE Transactions on Power Systems.

[2]  Pierre Pinson,et al.  Optimal Offering Strategies for Wind Power in Energy and Primary Reserve Markets , 2016, IEEE Transactions on Sustainable Energy.

[3]  Mohammad Reza Hesamzadeh,et al.  Exercise of Market Power on Ramp Rate in Wind-Integrated Power Systems , 2015, IEEE Transactions on Power Systems.

[4]  M. Carrion,et al.  A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem , 2006, IEEE Transactions on Power Systems.

[5]  C. Lindsay Anderson,et al.  A Flexible Dispatch Margin for Wind Integration , 2015, IEEE Transactions on Power Systems.

[6]  Bri-Mathias Hodge,et al.  Strategic Offering for Wind Power Producers Considering Energy and Flexible Ramping Products , 2018 .

[7]  Bri-Mathias Hodge,et al.  Potential of Wind Power to Provide Flexible Ramping Products and Operating Reserve , 2018, 2018 IEEE Power & Energy Society General Meeting (PESGM).

[8]  Adam Cornelius ASSESSING THE IMPACT OF FLEXIBLE RAMP CAPABILITY PRODUCTS IN THE MIDCONTINENT ISO , 2014 .

[9]  S. Kar,et al.  Risk-Limiting Economic Dispatch for Electricity Markets With Flexible Ramping Products , 2014, IEEE Transactions on Power Systems.

[10]  Jian Ma,et al.  Operational Impacts of Wind Generation on California Power Systems , 2009, IEEE Transactions on Power Systems.

[11]  Jie Zhang,et al.  Characterizing and analyzing ramping events in wind power, solar power, load, and netload , 2017 .

[12]  Jamshid Aghaei,et al.  IGDT-based robust optimal utilisation of wind power generation using coordinated flexibility resources , 2017 .

[13]  Mark O'Malley,et al.  Scheduling and Pricing for Expected Ramp Capability in Real-Time Power Markets , 2016, IEEE Transactions on Power Systems.

[14]  Benjamin F. Hobbs,et al.  Real-Time Markets for Flexiramp: A Stochastic Unit Commitment-Based Analysis , 2016, IEEE Transactions on Power Systems.

[15]  Thomas J. Overbye,et al.  Application of Large-Scale Synthetic Power System Models for Energy Economic Studies , 2017, HICSS.

[16]  Hongbin Sun,et al.  Wind Power Providing Flexible Ramp Product , 2017, IEEE Transactions on Power Systems.

[17]  Junshan Zhang,et al.  Wind Power Dispatch Margin for Flexible Energy and Reserve Scheduling With Increased Wind Generation , 2015, IEEE Transactions on Sustainable Energy.

[18]  Kwami Senam Sedzro,et al.  Stochastic risk-sensitive market integration for renewable energy: Application to ocean wave power plants , 2018, Applied Energy.

[19]  Mladen Kezunovic,et al.  Impact on Power System Flexibility by Electric Vehicle Participation in Ramp Market , 2016, IEEE Transactions on Smart Grid.

[20]  Zhiwei Wang,et al.  Dynamic demand control for system frequency regulation: Concept review, algorithm comparison, and future vision , 2018 .

[21]  Thomas J. Overbye,et al.  Grid Structural Characteristics as Validation Criteria for Synthetic Networks , 2017, IEEE Transactions on Power Systems.

[22]  Jie Zhang,et al.  Wind-Friendly Flexible Ramping Product Design in Multi-Timescale Power System Operations , 2017, IEEE Transactions on Sustainable Energy.

[23]  Jie Zhang,et al.  Wind Power Ramp Event Forecasting Using a Stochastic Scenario Generation Method , 2015, IEEE Transactions on Sustainable Energy.