# Best Electrical and Electronics Engineering Project Ideas and ares of research

Question asked by Thesis123 in #Electronics on Feb 14, 2010

Thesis123 · Feb 14, 2010

Rank D3 - MASTER

**Softwares/Hardwares useful to learn:**

C, C++, MATLAB, VHDL, VERI LOG, DSP Processing, PSPICE, MOTOR PRO, SYSQUAKE, PSCAD, SIM POWER, KEIL, LABVIEW, Embedded systems, Micro controllers and Micro processors.

The following can be used for

**Mini Projects**or

**Major Projects**for

**Undergraduate**,

**Post graduate**,

**Diploma**students. Not only this, you can also use them for

**seminar topics**or

**paper presentation**topics.

1. Load scheduling using artificial neural networks

2. Load-flow analysis by artificial neural networks

3. Power system fault detection using wave let transforms and probabilistic neural networks

4. Automatic generation control using artificial neural networks and other AI techniques

5. Load frequency control of two area power system using artificial neural networks

6. Short term load forecasting using artificial neural networks

7. Power system stabilizer based on artificial neural networks

8. Load scheduling using

9. Speed control of D.C motor using fuzzy logic

10. Short term load forecasting using fuzzy logic, neuro fuzzy

11. Efficiency optimization of induction motor using fuzzy logic

12. Automatic generation control using fuzzy logic and other AI techniques

13. Improvement in dynamic response of dc and ac motors using fuzzy logic

14. Simulation of vector controlled scheme for speed control of induction motor drive using fuzzy logic controller

15. Load scheduling using genetic algorithm

16. Speed control of dc motor using fuzzy logic and implemented by 8051 micro controller

17. Identification and control of induction motor using artificial neural networks

18. Design of artificial neural networks for fault detection of induction motor

19. Mathematical modeling and simulation analysis of slip power recovery drive

20. Transient analysis of induction motor using matlab

21. Induction motor stator resistance estimation

22. Design and reliability analysis of power converter for programming interface of ECM

23. Graphical user interface based visual display of operation and performance of a 3 phase induction motor

24. Automatic control of distribution generation system

25. Improvement in dynamic response of dc and ac motors with pid controller

26. Load balancing and power factor correction by using active power filter

27. Simulation analysis of three phase 6/4 switched reluctance motor

28. Performance of PMBLDC motor

29. Chaos- study analysis 30 Adaptive controllers design for permanent magnet linear synchronous motor control system

30. Design of power system stabilizer using pole placement design

31. Performance analysis of unified power flow controller

32. Unified power flow controller (UPFC) based damping controllers

33. Sensor less control of induction motor using adaptive, state space and kalman filter method

34. Evaluation of transmission losses in radial distribution system

35. Allocating the costs of reactive power purchased in an ancillary service market by modified y bus matrix method

36. Optimal placement of capacitor banks in radial distribution netowrks using microgenetic algorithm and fuzzy logic

37. Load flow study of a upfc embedded system

38. Tuning of pid controllers in automatic generation control

39. Load-flow analysis by

40. Augmented load flow analysis

41. AC/DC load flow studies

42. Modeling and simulation of static synchronous series compensator (sssc)

43. D- STATCOM in distribution network for voltage / power factor control

44. Voltage sag mitigation techniques by distribution static compensator and dynamic voltage restorer (DVR and D-STATCOM)

45. integral starter generator (isg)

46. Solution to sparse linear equations and its applications to fast decoupled load flow solution analysis using c and c++

47. Computer applications to power systems- a load flow analysis

48. Intelligent techniques for robust self tuning controllers

49. Design of fuzzy logic controller using neural network

50. PID controller for improved performance by using model reduction method

51. Tuning of PID controller using fuzzy logic

52. Fuzzy logic controller for flight vehicle stabilization

53. Hand written text character recognition using generalized PID gradient decent back propagation algorithm

54. Armature control of DC motor

55. Mathematical modeling and simulation analysis of brushless dc motor (BLDC)

56. Control system modeling and analysis using matlab

57. Optimization of fuzzy logic using genetic algorithm

58. Development of neural networks for system identification

59. ARX identification using GA

60. Automatic break control system using artificial neural networks

61. Fuzzy logic controller for semi active control a

62. Mathematical modeling and simulation analysis of dc motor (BLDC)

63. Robust control of given system with artificial neural networks

64. Simulation of code division multiple ACCES

65. An H-infinity approach to robust channel estimation for OFDM wireless communication analysis

66. Analysis of cardiatic signal using signal processing method

67. Simulation of WCDMA system and DS-CDMA system

68. Implementation of multi user detection using gradient projection method

69. Face recognition using eigen faces

70. Implementation of echo chancellor using kalman filter algorithm

71. Performance of evaluation of spread spectrum communication system using matlab

72. Design and development of fixed cellular terminal

73. MSS reporting terminal

74. Speech recognition using wavelets

75. Sampling rate converter and digital equalizer

76. Adaptive noise cancellation

77. Image and data compression using DCT and MELLIN transforms

78. Developments of test methodology and test cases for ipv6 validation testing tool

79. Blind de convolution for image restoration using matlab

80. video compression by sub-band coding using wavelets

81. sequential jpeg image compression

82. Embedded systems (micro controllers):

83. Two telephone lines intercom

84. Auto control of 3ph induction motor

85. Caller id

86. Code lock

87. Electronic cash register

88. Electronic voting machine

89. Fingerprint security

90. Fire fight robot

91. Home automation over internet

92. Home security

93. Ir remote switch

94. Line follower robot

95. Night light saver

96. Parallel telephone line

97. Password based door lock

98. Remote controlled switch board fan 6+1

99. Rf based auto meter reading

100. Rf based remote control

101. Room light controller

102. SMS through telephone

103. Telephone control motor

104. Temp control fan regulator

105. Temperature indicator

106. Time operated electric control

107. Speaker identification using mfcc and neural networks

108. Speaker identification using K-Nearest Neighbor Technique

109. ECG Arrhythmia classification using Wavelet transform and Neural Networks

110. Text feature selection by TF-IDF method and classification using Neural Networks

111. 2-D Human tracking using artificial intelligence

112. Handwritten digit recognition using artificial intelligence machine

113. System identification using intelligent tools

114. Evaluation of cars based on artificial intelligent paradigms

115. Face recognition using Artificial intelligence

116. Hand gesture recognition using Artificial Intelligence

117. Load flow analysis using artificial intelligence

118. Regression SVM based system identification

119. Power quality event detection using artificial intelligence tools

120. Finger print classification using Artificial intelligence

121. GUI based speaker identification using Artificial Intelligence

122. Optimal path planning for robot navigation using higher geometry maze routing approach

123. Development of Control Laws for Attitude Control of Satellites with Flexible Appendages using Nonlinear Control Techniques

124. Target tracking using sensor fusion

125. 3D motion estimation using monocular sequence of images

126. Robust PID controller design using interval analysis

127. Knowledge based sequential/online learning multi category neural classifier

With best wishes, Posted in: #Electronics

Kaustubh Katdare · Feb 14, 2010

Rank A1 - PRO

Thread stuck. Awesome contribution!

jayu_dakhore · Mar 4, 2010

Rank E1 - BEGINNER

Load frequency control of two area power system using artificial neural networks

can you give me any idea &material about that

can you give me any idea &material about that

Kaustubh Katdare · Mar 4, 2010

Rank A1 - PRO

No need putting the same query in multiple places. Your query will be followed here:jayu_dakhoreLoad frequency control of two area power system using artificial neural networks

can you give me any idea &material about that

**https://www.crazyengineers.com/forum...-system-using-artificial-neural-networks.html**

Vega · Mar 5, 2010

Rank C2 - EXPERT

Awsome collection buddy! Keep it up! Hope people pick up some of these and reduce load of CEains to answer 'I want mini prjct idea' qns.

faysal85 · Mar 19, 2010

Rank E1 - BEGINNER

1. Automatic control of distribution generation system and

2. Load balancing and power factor correction by using active power filter.

Can you help me in giving me sum idea and material in above mentioned projects. I have to make my final year project in Bachelors of Electrical Engineering.

Thanks.

2. Load balancing and power factor correction by using active power filter.

Can you help me in giving me sum idea and material in above mentioned projects. I have to make my final year project in Bachelors of Electrical Engineering.

Thanks.

Thesis123 · Apr 24, 2010

Rank D3 - MASTER

Dear Student,

you have to tune the controller parameters, bias and droop using ANN based on ITSE criterion. no of inputs it depends on you..normally error change in error (ACE,DACE) and outputs are equal to no of variables you want to calculate.

With best wishes,

you have to tune the controller parameters, bias and droop using ANN based on ITSE criterion. no of inputs it depends on you..normally error change in error (ACE,DACE) and outputs are equal to no of variables you want to calculate.

With best wishes,

Thesis123 · Apr 24, 2010

Rank D3 - MASTER

you can refer hadisadat text book you can understand some programming.

sumith123 · Jun 10, 2010

Rank C3 - EXPERT

Automatic control of distribution generation system is the best project idea, read this paper (https://www.ece.osu.edu/ems/OSUpdf/pes_dgspaper2.pdf) before going to do that project

Thesis123 · Nov 23, 2010

Rank D3 - MASTER

Dear Friend,

I am sorry for not replying you in time.

About LFC using ANN. You take any two area model and see how the conventional controllers are working (like P,PI or PID). Then Take area control errors (ACEs) and change in ACEs as inputs to the ANN and change in frequency as output with ITSE as your criteria. Tran the neural network for minimum ITSE of del f and take those weights/net as your final controller. This you have to perform for different disturbances. Other wise you can go for Model Reference Control where your neural network represents your system. You can go through Prof. Gopals control system book where you find good information after the Liapunove stability Chapter.

I am sorry for not replying you in time.

About LFC using ANN. You take any two area model and see how the conventional controllers are working (like P,PI or PID). Then Take area control errors (ACEs) and change in ACEs as inputs to the ANN and change in frequency as output with ITSE as your criteria. Tran the neural network for minimum ITSE of del f and take those weights/net as your final controller. This you have to perform for different disturbances. Other wise you can go for Model Reference Control where your neural network represents your system. You can go through Prof. Gopals control system book where you find good information after the Liapunove stability Chapter.

sheila · Apr 3, 2011

Rank E2 - BEGINNER

Need report for electronic voting machine using fingerprint sensor and gsm modem

EEE_CE · Apr 17, 2011

Rank E2 - BEGINNER

As we know there is an instant demand of renewable energy.. Can any CE through some light on the feasible final year projects in this field..??

Prashi · May 18, 2011

Rank E1 - BEGINNER

Hi, this is a long list, please help me pick up a simple project which will reinforce what I have learned n Ist year EEE. I am looking to do some interesting project during my summer vacations that can give me hands-on experience. I went through the list but am a little confused, where to begin. All topics look very interesting but there are many things I am not yet clear on being in Ist year. Which would be a better topic for m and how should I begin?

dipsikha · May 24, 2011

Rank E2 - BEGINNER

can you tell me how to do paper work????/

praba230890 · May 26, 2011

Rank C3 - EXPERT

I don't think this is really gonna help a person to become engineer. The aim of projects is to kindle ideas or to make an engineer to think and end up with some new ideas which can be designed with the technical knowledge we are gaining in college. Please stop giving project topics and it is better to give project ideas and help them while doing project.

Thesis123Softwares/Hardwares useful to learn:

C, C++, MATLAB, VHDL, VERI LOG, DSP Processing, PSPICE, MOTOR PRO, SYSQUAKE, PSCAD, SIM POWER, KEIL, LABVIEW, Embedded systems, Micro controllers and Micro processors.

The following can be used forMini ProjectsorMajor ProjectsforUndergraduate,Post graduate,Diplomastudents. Not only this, you can also use them forseminar topicsorpaper presentationtopics.

1. Load scheduling using artificial neural networks

2. Load-flow analysis by artificial neural networks

3. Power system fault detection using wave let transforms and probabilistic neural networks

4. Automatic generation control using artificial neural networks and other AI techniques

5. Load frequency control of two area power system using artificial neural networks

6. Short term load forecasting using artificial neural networks

7. Power system stabilizer based on artificial neural networks

8. Load scheduling using

9. Speed control of D.C motor using fuzzy logic

10. Short term load forecasting using fuzzy logic, neuro fuzzy

11. Efficiency optimization of induction motor using fuzzy logic

12. Automatic generation control using fuzzy logic and other AI techniques

13. Improvement in dynamic response of dc and ac motors using fuzzy logic

14. Simulation of vector controlled scheme for speed control of induction motor drive using fuzzy logic controller

15. Load scheduling using genetic algorithm

16. Speed control of dc motor using fuzzy logic and implemented by 8051 micro controller

17. Identification and control of induction motor using artificial neural networks

18. Design of artificial neural networks for fault detection of induction motor

19. Mathematical modeling and simulation analysis of slip power recovery drive

20. Transient analysis of induction motor using matlab

21. Induction motor stator resistance estimation

22. Design and reliability analysis of power converter for programming interface of ECM

23. Graphical user interface based visual display of operation and performance of a 3 phase induction motor

24. Automatic control of distribution generation system

25. Improvement in dynamic response of dc and ac motors with pid controller

26. Load balancing and power factor correction by using active power filter

27. Simulation analysis of three phase 6/4 switched reluctance motor

28. Performance of PMBLDC motor

29. Chaos- study analysis 30 Adaptive controllers design for permanent magnet linear synchronous motor control system

30. Design of power system stabilizer using pole placement design

31. Performance analysis of unified power flow controller

32. Unified power flow controller (UPFC) based damping controllers

33. Sensor less control of induction motor using adaptive, state space and kalman filter method

34. Evaluation of transmission losses in radial distribution system

35. Allocating the costs of reactive power purchased in an ancillary service market by modified y bus matrix method

36. Optimal placement of capacitor banks in radial distribution netowrks using microgenetic algorithm and fuzzy logic

37. Load flow study of a upfc embedded system

38. Tuning of pid controllers in automatic generation control

39. Load-flow analysis by

40. Augmented load flow analysis

41. AC/DC load flow studies

42. Modeling and simulation of static synchronous series compensator (sssc)

43. D- STATCOM in distribution network for voltage / power factor control

44. Voltage sag mitigation techniques by distribution static compensator and dynamic voltage restorer (DVR and D-STATCOM)

45. integral starter generator (isg)

46. Solution to sparse linear equations and its applications to fast decoupled load flow solution analysis using c and c++

47. Computer applications to power systems- a load flow analysis

48. Intelligent techniques for robust self tuning controllers

49. Design of fuzzy logic controller using neural network

50. PID controller for improved performance by using model reduction method

51. Tuning of PID controller using fuzzy logic

52. Fuzzy logic controller for flight vehicle stabilization

53. Hand written text character recognition using generalized PID gradient decent back propagation algorithm

54. Armature control of DC motor

55. Mathematical modeling and simulation analysis of brushless dc motor (BLDC)

56. Control system modeling and analysis using matlab

57. Optimization of fuzzy logic using genetic algorithm

58. Development of neural networks for system identification

59. ARX identification using GA

60. Automatic break control system using artificial neural networks

61. Fuzzy logic controller for semi active control a

62. Mathematical modeling and simulation analysis of dc motor (BLDC)

63. Robust control of given system with artificial neural networks

64. Simulation of code division multiple ACCES

65. An H-infinity approach to robust channel estimation for OFDM wireless communication analysis

66. Analysis of cardiatic signal using signal processing method

67. Simulation of WCDMA system and DS-CDMA system

68. Implementation of multi user detection using gradient projection method

69. Face recognition using eigen faces

70. Implementation of echo chancellor using kalman filter algorithm

71. Performance of evaluation of spread spectrum communication system using matlab

72. Design and development of fixed cellular terminal

73. MSS reporting terminal

74. Speech recognition using wavelets

75. Sampling rate converter and digital equalizer

76. Adaptive noise cancellation

77. Image and data compression using DCT and MELLIN transforms

78. Developments of test methodology and test cases for ipv6 validation testing tool

79. Blind de convolution for image restoration using matlab

80. video compression by sub-band coding using wavelets

81. sequential jpeg image compression

82. Embedded systems (micro controllers):

83. Two telephone lines intercom

84. Auto control of 3ph induction motor

85. Caller id

86. Code lock

87. Electronic cash register

88. Electronic voting machine

89. Fingerprint security

90. Fire fight robot

91. Home automation over internet

92. Home security

93. Ir remote switch

94. Line follower robot

95. Night light saver

96. Parallel telephone line

97. Password based door lock

98. Remote controlled switch board fan 6+1

99. Rf based auto meter reading

100. Rf based remote control

101. Room light controller

102. SMS through telephone

103. Telephone control motor

104. Temp control fan regulator

105. Temperature indicator

106. Time operated electric control

107. Speaker identification using mfcc and neural networks

108. Speaker identification using K-Nearest Neighbor Technique

109. ECG Arrhythmia classification using Wavelet transform and Neural Networks

110. Text feature selection by TF-IDF method and classification using Neural Networks

111. 2-D Human tracking using artificial intelligence

112. Handwritten digit recognition using artificial intelligence machine

113. System identification using intelligent tools

114. Evaluation of cars based on artificial intelligent paradigms

115. Face recognition using Artificial intelligence

116. Hand gesture recognition using Artificial Intelligence

117. Load flow analysis using artificial intelligence

118. Regression SVM based system identification

119. Power quality event detection using artificial intelligence tools

120. Finger print classification using Artificial intelligence

121. GUI based speaker identification using Artificial Intelligence

122. Optimal path planning for robot navigation using higher geometry maze routing approach

123. Development of Control Laws for Attitude Control of Satellites with Flexible Appendages using Nonlinear Control Techniques

124. Target tracking using sensor fusion

125. 3D motion estimation using monocular sequence of images

126. Robust PID controller design using interval analysis

127. Knowledge based sequential/online learning multi category neural classifier

With best wishes,

busoglusog · Jun 25, 2011

Rank E1 - BEGINNER

very nice! could someone give info about the "night light saver"! i'm going to have research and i'm finding topic about it....thanks a lot

parth 127 · Aug 6, 2011

Rank D2 - MASTER

can any one suggest me a project on control system it should be purely based on control system

cchandansjce · Aug 9, 2011

Rank D2 - MASTER

Guys can u giv me some ideas about "Home automation over internet " .......

cchandansjce · Aug 14, 2011

Rank D2 - MASTER

can u giv me ideas and suitable material for "Home automation over Internet "..... waiting for reply .......

Thesis123 · Aug 25, 2011

Rank D3 - MASTER

let me know detailed description of your interest in the above project

Rupam Das · Sep 5, 2011

Rank B2 - LEADER

Great Collection here Thesis. Quite Good. Can we also get couple lines of explanation in some of the topics? Like what is input, what is output and what is new in the project.

gprasath · Nov 1, 2011

Rank E2 - BEGINNER

hi to all, im an electronics &communication final year student,i want to do project in gsm and cdma technologies so,please suggest me some good IEEE 2011 projects and also project centers in chennai.......thanks in advance.........with regards gprasath..

Thesis123 · Nov 1, 2011

Rank D3 - MASTER

Hi, you can identify the points you want to monitor in the house..basically what exactly you want to automate in the house? power? security? monitoring? ....depending on that read the data in server and take decisions accordingly.

With best wishes,

With best wishes,

Thesis123 · Nov 1, 2011

Rank D3 - MASTER

Thank you!Its really difficult explain the topics like that, they can search a lot in the net just by copy paste. If at all a particular clarification is required then I am happy to answer you...

saraali · Nov 12, 2011

Rank E1 - BEGINNER

hi

is this is good project as final project??

Wireless under water

is this is good project as final project??

Wireless under water

Abbanhaidar · Nov 26, 2011

Rank E1 - BEGINNER

Short term load forecasting using neurofuzzy. Would you kindly give me some idea and materials to use. Working on an MSC project. Thanks.

insane.nick · Dec 27, 2011

Rank D2 - MASTER

Hi guys i want to learn more about the Power system stabilizer based on artificial neural networks please help me .

mehnaz_bahar · Dec 30, 2011

Rank E2 - BEGINNER

hi,i was hoping if you could help me with an idea about signal processing and control systems.pls do suggest smthng innovative,thank you.

Thesis123 · Jan 5, 2012

Rank D3 - MASTER

Hi electrical crazy engineers, its long time to come here, any way, i will give reply now onwards....

For PSS stabilizer, we have to find out the K1-K12 constants for given performance index to be minimized by ANN

For load forecasting, use fuzzy for temperature decision and for load ANN... for more details ping me back..bye and have a nice time

For PSS stabilizer, we have to find out the K1-K12 constants for given performance index to be minimized by ANN

For load forecasting, use fuzzy for temperature decision and for load ANN... for more details ping me back..bye and have a nice time

icehari · Jan 5, 2012

Rank C3 - EXPERT

Can you provide abstract for

Sensor less control of induction motor using adaptive, state space and kalman filter method

Sensor less control of induction motor using adaptive, state space and kalman filter method

rahhhha · Jan 14, 2012

Rank E2 - BEGINNER

Hi, I am in final year in Telecommunication.pls help me out with some 'Electronics and communication ' based projects pls😀

Harshad Italiya · Jan 14, 2012

Rank A1 - PRO

Have you checked Project Idea Section? Please have a look at sticky threads.rahhhhaHi, I am in final year in Telecommunication.pls help me out with some 'Electronics and communication ' based projects pls😀

senjin · Feb 24, 2012

Rank E1 - BEGINNER

hello. I have to do an electronics final year project based on Lab-view, can u give me some ideas and small description.

nisarg kodinaria · Jul 4, 2017

Rank E1 - BEGINNER

Auto Selection of Any Available Phase in 3 Phase Supply System

Q) what happens during overload condition or during peak time,if there is fault on R phase(which im using) Then which phase is auto selected by the device, as other phases i.e Y & B are at overload condition

Q) Is there any effect of overload condition?

plz helpme with this

Q) what happens during overload condition or during peak time,if there is fault on R phase(which im using) Then which phase is auto selected by the device, as other phases i.e Y & B are at overload condition

Q) Is there any effect of overload condition?

plz helpme with this