Volume-8 , Issue-5 , Oct 2020, ISSN 2320-7639 (Online) Go Back

• Open Access   Article

  Brain Computer Interface Based Home Automation System Using Raspberry Pi

  Umme Habiba Maginmani, Mujamil Dakhani

  Research Paper | Journal-Paper (IJSRCSE)

  Vol.8 , Issue.5 , pp.70-76, Oct-2020

  Abstract

  Full-Text HTML

  References

  Citation

  Abstract
  In our general public there are more individuals endured by immobile sicknesses causes them a few handicaps like they can`t talk and unfit to move truly and incapable to communicate their regular essential needs, however they can even now utilize their eyes and now and again move their heads. This paper show how it is working under the guideline of Brain-Computer Interface (BCI). Our model encourages them to work home appliances by having eye blink. This framework is having a center framework as Raspberry Pi. However, the machines can be picked by having need for apparatuses. In this application, Machines are turned on by having one blink and turned off by making double blink. In this framework, need as a request for light, fan, and Tv. We can work more machines by providing moreover request of needs.

  Key-Words / Index Term
  Brain, Brain-Computer Interface, Eye–blink, Raspberry Pi, Bluetooth, Home Appliances, Mind-wave mobile, Brain sense

  References
  [1] Jonathan R. Wolpaw, Niels Birbaumer, Dennis J. McFarland, Gert Pfurtscheller, Theresa M. Vaughan, “Brain–computer interfaces for communication and control”, Clinical Neurophysiology 2002.
  [2] M. RajyaLakshmi, T. Kameswara Rao, Dr. T. V. Prasad, “Exploration of Recent Advances in The Field of Brain Computer Interface”, IOSR J. of Computer Engg., Vol.8, Issue 2, 2012.
  [3] T. Kameswara Rao, M. Rajya Lakshmi, Dr. T. V. Prasad, “An Exploration of Brain Computer Interface and Its Recent Trends”, Int. J. of Advanced Research in Artificial Intelligence, Vol. 1, Issue 8, 2012.
  [4] Jonathan R.Wolpaw , Niels Birbaumer, William J.Heetderks, Dennis J.McFarland, P. Hunter Peckham, Gerwin Schalk, Emanuel Donchin, Louis A. Quatrano, Charles J. Robinson, and Theresa M. Vaughan, Brain–Computer Interface Technology: A Review of the First International Meeting, IEEE Trans. on Rehabilitation Engg, Vol. 8, No. 2, 2000
  [5] Leigh R. Hochberg and John P. Donoghue, “Sensors for Brain-Computer Interfaces”, IEEE Engineering in Medicine and Biology Magazine. Sep/Oct 2006.
  [6]M. Rajya Lakshmi, T. V. Prasad and V. Chandra Prakash, "Survey on EEG Signal Processing Methods", International Journal of Advanced Research in Computer Science and Software Engineering, 2014.
  [7]F Lotte et al., "A review of classification algorithms for EEG based brain–computer interfaces: a 10 year update", J. Neural Eng., 2018.
  [8] Rajesh Singla, Neha Sharma, Navleen Singh Rekhi “A Review Based on Function Classification of EEG Signals” (IJCSIS) International Journal of Computer Science and Information Security, Vol. 11, No. 5, May 2013
  [9] A. Z. Alkar and U. Buhur, “An internet based wireless home automation system for multifunctional devices,” IEEE Trans. Consum. Electron., vol. 51, no. 4, pp. 1169–1174, Nov. 2005.

  Citation
  Umme Habiba Maginmani, Mujamil Dakhani, "Brain Computer Interface Based Home Automation System Using Raspberry Pi," International Journal of Scientific Research in Computer Science and Engineering, Vol.8, Issue.5, pp.70-76, 2020

• Open Access   Article

  Fuzzy Mathematical Model For Optimizing Success Criteria Of Projects: A Project Management Application

  Mohammad Sammany, Ahmad Steef, Nedaa Agami, T. Medhat

  Research Paper | Journal-Paper (IJSRCSE)

  Vol.8 , Issue.5 , pp.77-83, Oct-2020

  Abstract

  Full-Text HTML

  References

  Citation

  Abstract
  It is well known over the recent years that measuring the success of projects under the umbrella of project management is inextricably linked with the associated cost, time, and quality. Most of the previous researches in the field assigned a separate mathematical model for each criterion, then numerical methods or search techniques were applied to obtain the optimal trade-off between the three criteria. However in this paper, the problem was addressed by linear multi-objective optimization using only one fuzzy mathematical model. The three criteria were merged in a single non-linear membership function to find the optimal trade-off. Finally, the proposed model is tested and validated using numerical examples.

  Key-Words / Index Term
  Project Management; Criteria Optimization; Fuzzy Mathematical Model

  References
  [1] Babu, A.J.G and Suresh. N., project management with time, cost, and quality–European J. Operations Research,-1996,320-327.
  [2] Do Ba KHang, Yin Mon Myint, "Time cost and Quality trade-off in project management: case study", International Journal of Project Management, vol,17,No,1999,pp,249-256.
  [3] Hamdy A. Taha.,2007-Operations Research: An introduction., University of Arkansas, Fayetteville,813.
  [4] Kaheled El-Rayes, Amr Kandil, Time-cost-quality trade-off analysis for highway construction, Journal of Construction. Engineering Management, 2005 477-485.
  [5] Shrivastava. R, Singh.S and G. C. Dubey, India: Multi Objective Optimization of Time Cost Quality Quantity Using Multi Colony Ant Algorithm, Int. J. Contemp. Math. Sciences, Vol. 7, 2012, no. 16, 773 – 784.
  [6] A. Afshar, A. Kaveh and O.R. Shoghli, Multi Objective Optimization of Time Cost Quality Quantity Using Multi Colony Ant Algorithm, Iran, Asian, journal of civil engineering vol. 8, no. 2 (2007)-113-124.
  [7] Kagade., K.L. and Bajaj., V.H,fuzzy method for solving multi-objective assignment problem with interval cost, journal of statistics and Mathematics,vol.1,issue1,2010,pp:1-9.
  [8] P.K.De and DhartiYadav, An algorithm to solve multi –Objective assignment problem using interactive fuzzy Goal programming approach, Int.J. Contemp. Math. Sciences, vol.6,2011, no.34,1651-1662.
  [9] P.Biswas And S. Pramanik, Multi-Objective Assignment problem with Fuzzy Costs for the Case of Military Affairs, International Journal of Computer Applications, vol 30-No,10,September 2011.
  [10] BodkheS.G.,BajajV.H,Fuzzy Programming technique to solve bi-objective transportation problem, international journal of machine-intelligence, vol 2,issue 1,2010,pp:46-52.
  [11] N. Ganapathy Ramasam, I. Mohamed Shaik Hameed, P. Ajai and Priya Sera Varkey,-November 2016, A Correlated Study between Time and Cost in Accordance with Fuzzy Logic, Indian Journal of Science and Technology, Vol 9(44), DOI: 10.17485/ijst/2016/v9i44/98800
  [12] S. M. Mirmohseni, S. H. Nasseri, and A. Zabihi., 2017- An Interactive Possibilistic Programming for Fuzzy Multi Objective Solid Transportatio Problem, Applied Mathematical Sciences, Vol. 11, 2017, no. 45, 2209 – 2217
  [13] Ehsan Ehsani, Nima Kazemi, Ezutah Udoncy Olugu, Eric H. Grosse, Kurt Schwindl., 2016- Applying fuzzy multi-objective linear programming to a project management decision with non-linear fuzzy membership functions, Neural Computing and Applications. . 10.1007/s00521-015-2160-0.
  [14] J.Singh, fuzzy logics and fuzzy sets theory based multi-objective-Decision Making, Modeling Tool generalized for planning for Sustainable Water Supply, Institute of Town Planners, India Journal, 3,July-September 2011,73-80.
  [15] kagadeK.L .and BajajV. H, Fuzzy approach with linear and some non-Linear membership functions for solving multi-objective assignment problems, advances in computational research, vol1,issue,2,2009 pp:14-17.
  [16] P.K.De,A General Approach for Solving assignment problems Involving with Fuzzy Costcoefficients,vol,6,No,3:March 2012.
  [17] S.Behera and J. Nayak, Solution of multi-objective Mathematical programming problems in fuzzy approach, vol 3 No,12 December 2011.
  [18] Control: Managing Engineering, Construction and Manufacturing Projects to PMI, APM and BSI Standards,. Elsevier Science & Technology Books,431.
  [19] Frederick S., Mark S., 2011- PERT/CPM Models for Project Management. In: Introduction to Management Science, Universityof Washington, PP:1-22.

  Citation
  Mohammad Sammany, Ahmad Steef, Nedaa Agami, T. Medhat, "Fuzzy Mathematical Model For Optimizing Success Criteria Of Projects: A Project Management Application," International Journal of Scientific Research in Computer Science and Engineering, Vol.8, Issue.5, pp.77-83, 2020