Multi-objective Thermal Power Scheduling by Evolutionary Search Weighted Simulation Techniques
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 8
Abstract
In the present paper multi-objective thermal power dispatch problem with three objectives and constrains has been addressed. The multi-objective economic-emission dispatch problem is converted into a scalar optimization problem using weighting method. The criterion is to determine a non-inferior solution using weighting method. The decision maker has been provided to search the best alternative from all the possible non-inferior solutions to decrease the computation time as the numbers of objectives are more than two. Hook- Jeeves and Evolutionary search techniques have been implemented to search the “preferred” weightage pattern in the noninferior domain which corresponds to the best optimal solution. Subsequently a Fuzzy methodology has been implemented to decide optimal operating point by interacting with the decision maker. The non-inferior solution which attains maximum satisfaction level from the membership function of participation of objectives has been adjusted the best solution. This proposed method requires few search moves to get the optimal operating point in the non-inferior domain.
Authors and Affiliations
Mrinal Ranjan, Ravi Kumar
Mining of infrequent itemset From Transactional Weighted Datasets Using Frequent Pattern Growth
Itemset mining is a data mining method extensively used for learning important correlations among data. Initially item sets mining was made on discovering frequent itemsets. Frequent weighted item set characterizes data...
Water Monitoring System for Hydroponics Agriculture
Hydroponics is a concept which is a part of hydro culture and is a method of growing plants in water , without soil using only the mineral nutrient solutions. The nutrients in hydroponics system can be from fish waste,...
Power Factor Corrected Zeta Converter Based SMPS with High Frequency Isolation
T Multiple output Switched Mode Power Supplies (SMPSs) for personal computers (PCs) and other equipments are normally depict extremely bad power quality indices at the utility interface such as total harmonic distortion...
Automatic Irrigation System using Embedded System and GSM Technology
The increase in human population resulted in the increase of the demand for food production. Farmers are unable to meet the requirements due to irregular water supply. To meet the demand, a new type of system is needed...
Data Mining Challenges With Big Data
Data analysis is a clear bottleneck in many applications, both due to lack of scalability of the underlying algorithms and due to the complexity of the data that needs to be analyzed. The value of data explodes when it...