HARMONICS MITIGATION ON VARIABLE FREQUENCY DRIVE USING SINGLE PHASE SHUNT ACTIVE POWER FILTER CONTROLLED BY ARTIFICIAL NEURAL NETWORK
- Project Research
- 1-5 Chapters
- Abstract : Available
- Table of Content: Available
- Reference Style: APA
- Recommended for : Student Researchers
- NGN 3000
ABSTRACT
This research presents effect of harmonic generated by variable frequency drives (VFD).In the past, electrical power system equipment and devices were designed to produce nearly sinusoidal voltage and current waveforms. However, nowadays, with much interest and wide spreads of power electronics equipment, for industrials, commercials and residential consumers, these equipment and other electronics devices are no longer operate with an ideal current and voltage waveform, because of the non-linearity of the equipment in nature, with this trend, a Recurrent Neural Network Algorithms with active power filter (SAPF) is implemented for harmonics mitigation on Variable Frequency Drive,because of its simplicity and accuracy among the artificial intelligent family controllers. Simulations were carried out using MATLAB/SIMULINK and SIMPOWER tool box environment to analyze the harmonics distortion. The total harmonics distortions (THD %) of current was calculated using relevant equations. The simulation results are in accordance with the recommended IEEE 519-2014 harmonic standard limits. However, the distortion harmonics in feeder supplying the VFD and soft starter equipment which led to frequent replacement of the drive or out of services also led the Distribution Control System Failure (DCS). 47.17% before and after the application of filter was reduced to 1.80%.
Related Project Materials
DETERMINATION OF CALCIUM AND PHOSPHORUS IN STAPLE FOODS IN RICKETS PREVALENT AREAS IN NIGERIA
ABSTRACT
The beginning of the 20th century witnessed the epidemic of nutritional rickets among children in many countries of Asia, North...
THE ROLE OF MANAGEMENT ACCOUNTING IN SUSTAINABILITY REPORTING
Abstract:
This study investigates the role of management accounting in sustainability reporting in Lago...
THE RELATIONSHIP BETWEEN TEACHERS QUALIFICATION AND STUDENTS ACADEMIC PERFORMANCE IN ENGLISH
ABSTRACT
This study was carried out on the relationship between teachers qualification and students academic perfo...
THE IMPACT OF MANAGEMENT INCENTIVE POLICIES ON WORKER’S PRODUCTIVITY
ABSRACT
The impact of management incentive policies on worker‟s productivity. The place of good management incentive policies on employee...
DESIGN AND IMPLEMENTATION OF FINGERPRINT BASED ATTENDANCE MANAGEMENT SYSTEM FOR TERTIARY INSTITUTIONS
ABSTRACT
The implementation of the biometric based attendance system constrained by our scope and objec...
EFFICACY OF SOCIAL MEDIA IN ENHANCING SOCIALIZATION AMONG SOCIAL STUDIES STUDENTS IN COLLEGES OF EDUCATION IN NIGERIA
Abstract
This study investigated the Efficacy of Social Media in enhancing Socialization among Social Studies Students in Colleges of Edu...
THE IMPORTANCE OF MARKETING RESEARCH IN THE NIGERIAN BANKING INDUSTRY
Background to the Study
Today’s world is characterized by major changes in...
PRODUCTION OF BIO ETHANOL FROM SELECTED AGRO WASTE USING SACCHAROMYCES CEREVISIAE STRAIN CBS 1171 AND LACTOBACILLUS DELBRUECKII STRAIN
ABSTRACT
The production of bioethanol from selected agro waste (banana and cassava) peels was examined using Saccharomyces cerevisiae str...
SOCIO-ECONOMIC IMPACT OF CRISIS AND MILITANCY ON TOURISM DESTINATION IN SOUTH-WEST NIGERIA
EXCERPT FROM THE STUDY
The Niger-delta region in Nigeria is arguably one of the most naturally endowed location on the A...
A REVIEW ON DRUG ABUSE AND ITS IMPACT ON NIGERIA YOUTH
Background of the study
Drug usage is widespread throughout all age groups, from adolescents to older people. In ord...
