4.2 Comparison of Results and Discussion
85
Therefore, a holistic approach combining simulation techniques with automated
optimization algorithms is required to recognize systematic improvements.
Tables 4.1, 4.2 and 4.3 summarize all identified research approaches regarding the discussed findings. The following two general conclusions can be drawn:
Firstly, no single approach exists covering all criteria in combination to a satisfying extend leaving the research demand for a methodology covering all criteria in
combination. Secondly, while the state-based consideration of energy consumption behavior is implemented sufficiently in several approaches, the integration
of dynamic power consumption profiles has not been the focus of production simulation developers so far, nor has the combination of simulation and
optimization.
Table 4.1 Summary of the literature analysis for intersection I
85
Therefore, a holistic approach combining simulation techniques with automated
optimization algorithms is required to recognize systematic improvements.
Tables 4.1, 4.2 and 4.3 summarize all identified research approaches regarding the discussed findings. The following two general conclusions can be drawn:
Firstly, no single approach exists covering all criteria in combination to a satisfying extend leaving the research demand for a methodology covering all criteria in
combination. Secondly, while the state-based consideration of energy consumption behavior is implemented sufficiently in several approaches, the integration
of dynamic power consumption profiles has not been the focus of production simulation developers so far, nor has the combination of simulation and
optimization.
Table 4.1 Summary of the literature analysis for intersection I