Optimization of a Power Plant by Using Data Mining and Its Techniques
نویسندگان
چکیده
-In this paper, data mining and its techniques are represented to provide a platform for the efficient functioning of the data of power station. Data mining techniques are used to enhance the efficiency of the proposed application. A huge amount of practically operational current and historical data stored in the plant is used to optimize the operational parameters for less resource consumptions. From historical data regular and ad-hoc reports can be produced to meet the working needs of the operational level staff as well as the decision making management staff. Data mining techniques will help in progressively delivering the information solution so that it helps in decision making process, resource planning and deployment of various parameters.
منابع مشابه
Computational fluid dynamics analysis and geometric optimization of solar chimney power plants by using of genetic algorithm
In this paper, a multi-objective optimization method is implemented by using of genetic algorithm techniques in order to determine optimum configuration of solar chimney power plant. The objective function which is simultaneously considered in the analysis is output power of the plant. Output power of the system is maximized. Design parameters of the considered plant include collector radius (R...
متن کاملA Proposed Data Mining Methodology and its Application to Industrial Procedures
Data mining is the process of discovering correlations, patterns, trends or relationships by searching through a large amount of data stored in repositories, corporate databases, and data warehouses. Industrial procedures with the help of engineers, managers, and other specialists, comprise a broad field and have many tools and techniques in their problem-solving arsenal. The purpose of this st...
متن کاملIntegrating AHP and data mining for effective retailer segmentation based on retailer lifetime value
Data mining techniques have been used widely in the area of customer relationship management (CRM). In this study, we have applied data mining techniques to address a problem in business-to-business (B2B) setting. In a manufacturer-retailer-consumer chain, a manufacturer should improve its relationship with retailers to continue its business. Segmentation is a useful tool for identifying groups...
متن کاملSolution of Multi-Objective optimal reactive power dispatch using pareto optimality particle swarm optimization method
For multi-objective optimal reactive power dispatch (MORPD), a new approach is proposed where simultaneous minimization of the active power transmission loss, the bus voltage deviation and the voltage stability index of a power system are achieved. Optimal settings of continuous and discrete control variables (e.g. generator voltages, tap positions of tap changing transformers and the number of...
متن کاملDetermining fractal parameter and depth of magnetic sources for ardabil geothermal area using aeromagnetic data by de-fractal approach
The Ardabil geothermal area is located in the northwest of Iran, which hosts several hot springs. It is situated mostly around the Sabalan Mountain. The Sabalan geothermal area is now under investigation for the geothermal electric power generation. It is characterized by its high thermal gradient and high heat flow. In this study, our aim is to determine the fractal parameter and top and botto...
متن کامل