Title :
A Novel Fuzzy Logic Technique for Power Transformer Asset Management
Author :
Arshad, M. ; Islam, S.M.
Author_Institution :
British Columbia Hydro, Burnaby, BC
Abstract :
Due to deregulation, increased demand, economic pressures, and profit constrains transformer management has gained remarkable recognition. Asset management is becoming increasingly important as the average age of transformer increases. Existing assets serving closer to their expected life or beyond are being considered for further utilization in order to reduce capital expenditure as the replacement cost of these transformers is too high. Irrespective of the failure rate, transformers are also of higher concern from the asset management view point. The asset management aims to have a flexible decision on transformer retirement/ replacement or relocation. An accurate asset management ensures that a transformer will serve closer to its rated output and life without sacrificing its practical integrity. Transformer´s performance, reliability and technical life can be increased with the implementation of better management strategies and correct operational criteria. Using fuzzy modeling, this paper presents asset management strategies based on transformer remnant life and rate of aging assessments
Keywords :
fuzzy logic; fuzzy systems; life cycle costing; power system economics; power system management; power system reliability; power transformers; aging rate assessments; asset management; expected life; fuzzy logic; fuzzy modeling; life estimation; power transformer; remnant life; transformer average age; transformer management; transformer performance; transformer reliability; transformer relocation; transformer replacement; transformer retirement; Aging; Asset management; Costs; Current transformers; Fuzzy logic; Maintenance; Oil insulation; Power transformer insulation; Power transformers; Temperature; Aging; Asset Management; Fuzzy logic; Life estimation; Maintenance; Power transformers; Reliability;
Conference_Titel :
Industry Applications Conference, 2006. 41st IAS Annual Meeting. Conference Record of the 2006 IEEE
Conference_Location :
Tampa, FL
Print_ISBN :
1-4244-0364-2
Electronic_ISBN :
0197-2618
DOI :
10.1109/IAS.2006.256536