Head of Laboratories:
Members:
Vision:
Our vision by the end of 2020 is to build LBIS into an eminent laboratory, national and internationally benchmarked in the field of business and industrial statistics.
Our long-term objective is to become a leading laboratory, develops and expands the statistical methods on business and industrial, known for critical thinking and social responsibilities, and as a laboratory that produces outstanding research that has a direct impact on our educational activities and our engagement with business and enterprises.
Mission:
Our mission is to offer an inspiring international learning group to study business and industrial statistics, where both lecturers and students can develop their capacities by conducting high-quality academic research on innovative relevant themes, and by offering research-based teaching that meets the department in line with the international standards. More specifically, we want to build LBIS into a laboratory that
- Designing the international standards curriculum of Business and Industrial Statistics.
- Developing and introducing the new statistical methods for business and industries.
- Collaborating with business and enterprises in researches and in the development of human resources.
Value:
The core values on which we build towards realising our vision are:
- Excellence – publish consistently in reputable international journals, excellent teaching, and outstanding students.
- Critical & Independent Thinking by conducting research-based teaching
- Social Engagement: ethical, environmental, social, and governance issues develops relevant topics.
Areas of Expertise:
- Control Chart
- Reliabilty Optimization
- Quality by Design & Robust Design
- Quality Improvement Method based on Six Sigma Quality (single & multiple-response) by Taguchi, Fuzzy Logic, Wavelet.
- Stochastic Model
- Structural Equation Modeling (SEM)
- Calibration Model
- Risk Theory and Financial Engineering
- Analytical Hierarchy Process (AHP)
- Market Mapping Analysis
- Non-Destructive Evaluation
Research Collaboration:
- PT. PHILIPS
- PT. UBS
- PT Pertamina (Customer Satisfaction)
- JTV (Loyalty Survey)
- Jawa Pos (Electability Survey)
- PT. ALSTOM (Research & Training)
- PDAM (Research & Training)
Research Roadmap:
| Topics |
... 2014 |
2015 – 2020 |
| Development of univariate & multivariate control chart (variable & attribute) |
- SDCM based control chart
- Log linier based control chart
- Univariate non-parametric control chart
- Multinomial, poisson & mahalanobis distance based attribute multivariate control chart
|
- Performance evaluation & application of SDCM based control chart
- Performance evaluation & application of log-linier based control chart
- Chi-squared distance attribute multivariate control chart
|
| Univariat & multivariate control chart for non-random observation. |
- EWMA & MEWMA for non-random obs
- EWMA & MEWMA for VAR(p) & VARMA(p) patterned observations
|
- Performance evaluation & application of EWMA & MEWMA for non-random observations
- Performance evaluation & application of EWMA & MEWMA for VAR(p) & VARMA(p) patterned observations
|
| Quality by Design |
- Lost Function & Signal to Noise Ratios (Robust Design)
|
| Multirespon Optimization (continue respon data) |
- Desirability function
- Fuzzy logic
- Neural Network
|
- Hybrid Method
- Application & comparison
|
| Multirespon Optimization (discrete respon data) |
- Taguchi by Desirability function
- Taguchi by Fuzzy logic
- Taguchi by Neural Network
|
- Taguchi by Hybrid method
- Application & comparison
|
| Dynamic Multirespon Optimization |
- Dynamic Multirespon Optimization
|
- Dynamic Multirespon Optimization window operating
|
| Quasi Optimization for Renewal Process |
- Semi-markov process
- Quasi renewal process
|
- Semi-markov process preventive maintenance
- Quasi Renewal process preventive maintenance
|
| Copula Function |
- Developing copula function
|
| Ruin Theory |
- Renewal process, diffusion process & semi-markov process
|
| Analytical Hierarchy Process (AHP) |
- Logistic Least square & robust regression
|
| Market Mapping Analysis |
- Market Potensial Research, Marketing Information System, Market Chain & Decission Support System
|
| Non-Destructive Evaluation |
|
- Crack Signal Signature
- Noise Behavior (Spatial & Temporal Structure)
- Local Signal Model, Dimension reduction
- Robust Fitting & Simple Studentized
|
