Proposing a linear model of energy hub operation using information gap decision theory
Authors
Abstract:
Energy hub is a concept relates various energy carriers which has been expanded in recent years. Operation of energy hub is often attended with uncertainties. Therefore, this paper presents a linear model based on information gap decision theory (IGDT) to solve the energy hub problem. This approach can consider plenty of uncertainties, simultaneously. Energy hub under study includes a combined heat and power (CHP) unit, a boiler, a wind turbine and trades electricity with day ahead and real time markets as well as natural gas network. Different uncertainties affect the problem. Here, the uncertainties of real time and day ahead electricity prices, wind turbine generation and natural gas prices are taken into account. Since, nature of IGDT is a bi-level optimization problem, it has been linearized using the Karush Kohen Tucker (KKT) conditions and strong duality theorem and then, it is solved. The simulations have been done on the mentioned case study verifying the efficiency of the proposed model.
similar resources
A practical approach to open-pit mine planning under price uncertainty using information gap decision theory
In the context of open-pit mine planning, uncertainties including commodity price would significantly affect the technical and financial aspects of mining projects. A mine planning that takes place regardless of the uncertainty in price just develops an optimized plan at the starting time of the mining operation. Given the price change over the life of mine, which is quite certain, optimality o...
full textFlexibility Enhancement of Energy Delivery Systems through Smart Operation of Micro Energy Hub
In this paper smart operation of micro energy hub is presented. Energy hub system consists of certain energy hubs and interconnectors that are coordinated by energy hub system operator. An energy hub contains several converters and storages to serve demanded services in most efficient manner from available energy carriers. In this paper, the flexibility of energy delivery point is enhanced u...
full textA New Method for Improving Computational Cost of Open Information Extraction Systems Using Log-Linear Model
Information extraction (IE) is a process of automatically providing a structured representation from an unstructured or semi-structured text. It is a long-standing challenge in natural language processing (NLP) which has been intensified by the increased volume of information and heterogeneity, and non-structured form of it. One of the core information extraction tasks is relation extraction wh...
full textflexibility enhancement of energy delivery systems through smart operation of micro energy hub
in this paper smart operation of micro energy hub is presented. energy hub system consists of certain energy hubs and interconnectors that are coordinated by energy hub system operator. an energy hub contains several converters and storages to serve demanded services in most efficient manner from available energy carriers. in this paper, the flexibility of energy delivery point is enhanced u...
full textClustering of a Number of Genes Affecting in Milk Production using Information Theory and Mutual Information
Information theory is a branch of mathematics. Information theory is used in genetic and bioinformatics analyses and can be used for many analyses related to the biological structures and sequences. Bio-computational grouping of genes facilitates genetic analysis, sequencing and structural-based analyses. In this study, after retrieving gene and exon DNA sequences affecting milk yield in dairy ...
full textProposing a Participatory Model of Teacher Evaluation
Introduction: Developing a fair and organized evaluation system with faculty members’ own participation, could lead to faculty members’ more satisfaction with evaluation. The goal of this study was to determine the effects of a participatory model of evaluation on faculty members’ perspective toward this model. Methods: In this pre-experimental study as one shot case study, 55 faculty members...
full textMy Resources
Journal title
volume 8 issue 3
pages 59- 67
publication date 2020-01
By following a journal you will be notified via email when a new issue of this journal is published.
No Keywords
Hosted on Doprax cloud platform doprax.com
copyright © 2015-2023