A Polyhedral Study of the Integrated Minimum-Up/-Down Time and Ramping Polytope∗

نویسندگان

  • Kai Pan
  • Yongpei Guan
چکیده

In this paper, we consider the polyhedral structure of the integrated minimum-up/-downtime and ramping polytope, which has broad applications in power generation scheduling prob-lems. The generalized polytope we studied includes minimum-up/-down time, generation ramp-up/-down rate, logical, and generation upper/lower bound constraints. We derive strong validinequalities for this polytope by utilizing its specialized structures. These inequalities, plustrivial inequalities described in the original formulation, are sufficient to provide the convexhull descriptions for variant two-period and three-period polytopes corresponding to differentminimum-up/-down time limits. In addition, we derive more generalized strong valid inequal-ities (including one, two, and three continuous variable cases respectively) in polynomial sizeto strengthen the multi-period polytopes, and further prove that these inequalities are facet-defining under certain mild conditions. Finally, extensive computational experiments are con-ducted to verify the effectiveness of our proposed strong valid inequalities by testing the ap-plications of these inequalities to solve both the network-constrained and self-scheduling unitcommitment problems, for which our derived approach outperforms the default CPLEX signif-icantly.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Study of Three-Period Ramp-Up Polytope

The unit commitment (UC) problem is a very important problem in the power industry [1]. It seeks to minimize system-wide operational costs of power generators by providing an optimal schedule of power production while meet the demand and other technical constraints. By the combinatorial nature of the operational constraints, UC problem is difficult to solve to optimality for practical large-sca...

متن کامل

Polyhedral studies in Domination Graph Theory (I)

This paper discusses polyhedral approaches to problems in Domination Graph Thoery. We give various linear integer programming formulations for the weighted and unweighted versions of the minimum dominating set problem. We study the associated polytopes and determine dimension of the polytopes, facets, valid inequalities et al. Ideas from integer programming such as lift and project are used to ...

متن کامل

Generating Cuts from the Ramping Polytope for the Unit Commitment Problem

We present a perfect formulation for a single generator in the unit commitment problem, inspired by the dynamic programming approach taken by Frangioni and Gentile. This generator can have characteristics such as ramping constraints, time-dependent start-up costs, and start-up/shut-down ramping. To develop this perfect formulation we extend the result of Balas on unions of polyhedra to present ...

متن کامل

Min-up/min-down polytopes

In power generation and other production settings, technological constraints force restrictions on the number of time-periods that a machine must stay up once activated, and stay down once deactivated. We characterize the polyhedral structure of a model representing these restrictions. We also describe a cutting-plane method for solving integer programs involving such min-up and min-down times ...

متن کامل

The Ramping Polytope and Cut Generation for the Unit Commitment Problem

We present a perfect formulation for a single generator in the unit commitment problem, inspired by the dynamic programming approach taken by Frangioni and Gentile. This generator can have characteristics such as ramp up/down constraints, time-dependent start-up costs, and start-up/shut-down limits. To develop this perfect formulation we extend the result of Balas on unions of polyhedra to pres...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015