Mathematical optimization

run to prepare porous scaffold and for each run % AP was calculated manually by use of Archimedes principle. The observed response values (% AP) then put into CCD model and generate a response surface image (Figure 2). After that, the numerical optimization was done by maintaining all parameter values “in range” and response goal was set to “maximize” mode. The optimum parameter which was predicted by the RSM model was then validated experimentally in triplicates. 2.5. Scanning Electron…

ANAEROBIC DIGESTION MODEL (ADM1) The ADM1 as proposed by the IWA Task Group for Mathematical Modelling of Anaerobic Digestion Processes (Batstone et al., 2002a) is a structured but highly complex model which describes 7 groups of bacteria and archaea (included in a total of 32 dynamic state concentration variables) catalyzing 19 biochemical kinetic processes coupled to 105 kinetic and stoichiometric parameters. The set of differential equations (DE) of the ADM1 for the calculation of the…

Abstract— Harmonics that are created by non-linear devices connected to the power system. Power system harmonics are multiples integer of the fundamental power system frequency and these harmonic frequencies can create distorted voltages and currents. Distortion of voltages and currents can impact on the power system adversely causing power quality problems. Therefore, approximation of harmonics is of high importance for efficiency of the power system network to maintain the quality limits…

Spare part quantities are critical to ensuring specific operations can endure unscheduled failures. Maintenance career fields appreciate adequacies quantities of spare parts on hand, however, they also can attest to when quantities of spare parts become piles of excess junk. A determining factor whether or not a part necessarily belongs on hand as a spare comes down to its relative importance as well as likelihood of failure. To add to the necessity factory, safety also comes into play, which…

As we have seen earlier the business has developed a new product but has no idea how many units to produce. The best estimate is to get the input of the sales team who collates all the potential sales volumes from their respective customers and then build it up to get a total volume of units required. This can be done by region, by country, by area all depending on the size of the business. This is still a very risky way of getting information because some customers will want to buy the product…

Therefore, specialist readers need to investigate deeply to find the mathematical equations of these systems. Certainly, this chapter is suitable to understand the behaviors of the systems, but is hard to apply the systems since the readers need to look for more details. The potential impact of this chapter is to help the general…

MSE: Robotics Personal Statement At this stage of robotics, there is a dissonance among two fields, two pieces that prevent from forming a cohesive whole: artificial intelligence and control theory. While AI suffers from a lack of rigorous mathematical design that can ensure robustness, control theory lacks the cognitive reasoning essential for solving problems in perception or path planning. The problem that I wish to address is this: can we develop a unifying, all-encompassing theory that…

Whales are fancy creatures. They are considered as the biggest mammals in the world. An adult whale can grow up to 30 m long and 180 t weight. There are 7 different main species of this giant mammal such killer, Minke, Sei, humpback, right, finback, and blue. Whales are mostly considered as predators. The interesting thing about the whales is that they are considered as highly intelligent animals with emotion. the social behavior of whales. They live alone or in groups. However, they are mostly…

seminars on topics like “Hybrid Electric Vehicles”, “LoajFlow Studies using Artificial Neural Networks”.  I am currently working to present a paper under the guidance of my professor Mr. C.V. Gopala Krishna on “Application of Teachers Learning Based Optimization (TLBO) to economic load dispatch with practical constraints”.  My internship took place in Defense Electronics Research Laboratories (DLRL), which is a national level research institute that offers training only to effulgent students.…

2.1 The Proposed Work The objective of proposed research is to study and analyze the presence of suspicious network traffic behavior of every categorization attack instance along with normal network traffic pattern collected from modified KDDCUP99 intrusion dataset, as appeared in the form of modified dataset sizes deployed in experimental work. The methodology is enhanced with the hybrid approach, i.e. determining the evolutionary computation technique combine with supervised machine learning…