Department of Production and Quality Engineering
Norwegian University of Science and Technology
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Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts.
- (2013) Clustering Analysis to Improve the Reliability and Maintainability of Wind Turbines with Self-Organizing Map Neural Network. International Journal of Performability Engineering. volum 9 (3).
- (2013) Towards zero-defect manufacturing (ZDM) – a data mining approach. Advance in Manufacturing. volum 1.
- (2013) 3D vision based quality inspection with computational intelligence. Assembly Automation. volum 33 (3).
- (2013) Intelligent fault diagnosis and prognosis approach for rotating machinery integrating wavelet transform, principal component analysis, and artificial neural networks. The International Journal of Advanced Manufacturing Technology. volum 68 (1-4).
- (2012) Development of Optimal Maintenance Strategies for Offshore Wind Turbine by using Artificial Neural Network. Wind Engineering : The International Journal of Wind Power. volum 36 (3).
- (2012) A prototype of DEAP ocean wave powered generator. Advanced Materials Research. volum 347-353.
- (2011) Particle Swarm Optimization (PSO) for the constrained portfolio optimization problem. Expert systems with applications. volum 38 (8).
- (2010) Heuristic portfolio optimization in knowledge management. Communication and Cognition. volum 43 (1&2).
- (2010) A Particle Swarm Optimization Heuristic for the Index Tacking Problem. Lecture Notes in Computer Science. volum 6063.
- (2009) Application of genetic algorithms to robot kinematics calibration. International Journal of Systems Science. volum 40 (2).
- (2009) Incorporating prior model into Gaussian processes regression for WEDM process modeling. Expert systems with applications. volum 36 (4).
- (2009) Adaptive spherical Gaussian kernel in sparse Bayesian learning framework for nonlinear regression. Expert systems with applications. volum 36 (2).
- (2008) Reliable multi-objective optimization of high-speed WEDM process based on Gaussian process regression. International journal of machine tools & manufacture. volum 48 (1).
- (2007) Knowledge based manufacturing system (KBMS). Journal of Intelligent Manufacturing. volum 18 (4).
- (2007) ICT-supported knowledge representation for development of routines in industry. Journal of Intelligent Manufacturing. volum 18 (4).
- (2007) Applying data mining to manufacturing: the nature and implications. Journal of Intelligent Manufacturing. volum 18 (4).
- (2007) Special issue: Knowledge discovery for manufacturing enterprises. Journal of Intelligent Manufacturing. volum 18 (4).
- (2007) Integrating relevance vector machines and genetic algorithms for optimization of seed-separating process. Engineering applications of artificial intelligence. volum 20 (7).
- (2006) Knowledge based manufacturing systems. IFIP International Federation for Information Processing.
- (2006) A problem-specific Genetic Algorithm for path planning of mobile robot in greenhouse. IFIP International Federation for Information Processing.