An efficient MILP model for the short-term scheduling of single stage batch plants
نویسندگان
چکیده
This paper presents a multiple time grid continuous time MILP model for the short-term scheduling of single stage, multiproduct batch plants where the objective is the minimization of total cost or total earliness. It can handle both release and due dates and it can determine the products delivery dates explicitly if these need to be considered in the objective function. This formulation is compared to other mixed-integer linear programming approaches that have appeared in the literature, to a constraint programming model, and to a hybrid mixed integer linear/constraint programming algorithm. The results show that the proposed formulation is significantly more efficient than the MILP and CP models and comparable to the hybrid model when the objective is the minimization of total cost. For one large instance, both methods exceeded the time limit but the hybrid method failed to find a feasible solution. The results also show that a discrete-time formulation performs very efficiently even when a large number of time intervals are used. * To whom correspondence should be addressed. Tel.: +351-217162712. Fax: +351-217167016. E-mail: [email protected]
منابع مشابه
A New Continuous-Time Formulation for the Scheduling of Single Stage Batch Plants with Sequence Dependent Changeovers
This paper presents a new multiple-time grid, continuous-time mixed integer linear program (MILP) model for the short-term scheduling of single stage, multiproduct plants featuring equipment units with sequence dependent changeovers. It considers combined processing and changeover tasks as opposed to handling them separately and is very versatile in terms of type of objective function that can ...
متن کاملAn Efficient Bi-objective Genetic Algorithm for the Single Batch-Processing Machine Scheduling Problem with Sequence Dependent Family Setup Time and Non-identical Job Sizes
This paper considers the problem of minimizing make-span and maximum tardiness simultaneously for scheduling jobs under non-identical job sizes, dynamic job arrivals, incompatible job families,and sequence-dependentfamily setup time on the single batch- processor, where split size of jobs is allowed between batches. At first, a new Mixed Integer Linear Programming (MILP) model is proposed for t...
متن کاملSingle-Stage Scheduling of Multiproduct Batch Plants: An Edible-Oil Deodorizer Case Study
This article considers the short-term scheduling of a single-stage batch edible-oil deodorizer that can process multiple products in several product groups. Sequence-dependent changeovers occur when switching from one product group to another. Based on the incorporation of products into product groups, mixed integer linear programming (MILP) models are proposed for two scenarios, with and witho...
متن کاملA General Continuous State Task Network Formulation for Short Term Scheduling of Multipurpose Batch Plants with Due Dates
A new continuous-time MILP model for the short term scheduling of multipurpose batch plants with due dates is presented. The proposed model is a general State Task Network (STN) formulation that accounts for variable batch sizes and processing times, various storage policies (UIS/FIS/NIS/ZW), utility constraints (other than units), and allows for batch mixing and splitting. Its key features are...
متن کاملA New Continuous-time MILP Model for the Short- Term Scheduling of Multi Stage Batch Plants
This paper presents a new multiple time grid continuous time MILP model for the short-term scheduling of multistage, multiproduct plants. It can handle both release and due dates and different objective functions efficiently, such as the minimization of total cost, total earliness or makespan. This formulation is compared to other existing mixed-integer linear programming approaches and to a co...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Computers & Chemical Engineering
دوره 30 شماره
صفحات -
تاریخ انتشار 2006