Constructer

Si Nan 한국콘텐츠학회 2015 ICCC International Digital Design Invitation Exhib Vol.2015 No.12

Automatic Diagnosis of Attention Deficit Hyperactivity Disorder with Continuous Wavelet Transform and Convolutional Neural Network

Sinan Altun(Sinan Altun ),Ahmet Alkan(Ahmet Alkan ),Hatice Altun(Hatice Altun ) 대한정신약물학회 2022 CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE Vol.20 No.4

Objective: The attention deficit hyperactivity disorder has a negative impact on the child’s educational life and relationships with the social environment during childhood and adolescence. The connection between temperament traits and The attention deficit hyperactivity disorder has been proven by various studies. As far as we know, there is no machine learning study to diagnose. The attention deficit hyperactivity disorder in a dataset created using temperament characteristics. Methods: Machine learning-based semi-automatic/fully automatic expert decision support systems are frequently used for the diagnosis of various diseases. In this study, it was aimed to reveal the success of a semi-automatic expert decision support system in the diagnosis of attention deficit hyperactivity disorder by using temperament characteristics. The high classification success achieved is a resource for a potential diagnosis of attention deficit hyperactivity disorder expert decision support system. In this respect, this study includes original qualities and innovations. Results: Many different deep learning methods were used in the research. Deep learning methods are models that achieve high success by using a large number of images in various image processing competitions. The images of the signals in the data set were first obtained by Continuous Wavelet Transform. The highest classification success in our data set was obtained with the Squeeze Net model with 88.33%. Conclusion: The model we propose shows that an automatic system based on artificial intelligence can be created, as well as revealing the relationship between temperament characteristics in the diagnosis of attention deficit hyperactivity in the data set we created.

Novel active and passive balancing method‑based battery management system design and implementation

Sinan Kivrak,Tolga Ozer,Yuksel Oguz,Muhammed Mustafa Kelek 전력전자학회 2021 JOURNAL OF POWER ELECTRONICS Vol.21 No.12

In this study, a novel battery management system (BMS) circuit topology based on passive and active balancing methods was created and implemented for battery-based systems. The circuit topology was designed so that both of the control methods can be applied when suitable software is used. A resistance-based passive control method was used. MOSFET switching elements were used as a load instead of a resistance. A bypass technique-based active balancing method was applied to the designed BMS. The applicability of these methods was separately tested as passive and active-based experimental systems. During the charging process, a voltage increase of the cells was observed at approximately 0.140 V after 16 min in the passive balancing mode. On the other hand, the voltage increase was measured at 0.155 V after 14 min in the active balancing mode. The average temperature of the cells in charge states was measured as approximately 25 °C. The obtained experimental results verified that the proposed BMS topology can work successfully in both active and passive balancing operations. As a result of this study, active and passive balancing circuit structures were combined, and a new circuit topology has been introduced.

Time is Life

Sinan LIiu 한국콘텐츠학회 2013 ICCC International Digital Design Invitation Exhib Vol.2013 No.-

PEDOT:PSS Enhanced Electrochemical Capacitive Performance of Graphene-Templated δ-MnO₂

Sinan, Neriman,Unur, Ece The Korean Electrochemical Society 2020 Journal of electrochemical science and technology Vol.11 No.1

Birnessite-type manganese dioxide (δ-MnO₂) with hierarchical micro-/mesoporosity was synthesized via sacrificial graphene template approach under mild hydrothermal conditions for the first time. Graphene template was obtained by a surfactant (cetyltrimethylammonium bromide, CTAB) assisted liquid phase exfoliation (LPE) in water. A thin PEDOT:PSS (poly (3,4-ethylene dioxythiophene): poly (styrene sulfonate)) layer was applied to improve electrical conductivity and rate capability of MnO₂. The MnO₂ (535 F g^-1 at 1 A g^-1 and 45 F g^-1 at 10 A g^-1) and MnO₂/PEDOT:PSS nanocomposite (550 F g^-1 at 1 A g^-1 and 141 F g^-1 at 10 A g^-1) delivered electrochemical performances superior to their previously reported counterparts. An asymmetric supercapacitor, composed of MnO₂/PEDOT:PSS (positive) and Fe₃O₄/Carbon (negative) electrodes, provided a maximum specific energy of 18 Wh kg^-1 and a maximum specific power of 4.5 kW kg^-1 (ΔV= 2 V, 1M Na₂SO₄) with 85% capacitance retention after 1000 cycles. The graphene-templated MnO₂/PEDOT:PSS nanocomposite obtained by a simple and green approach promises for future energy storage applications with its remarkable capacitance, rate performance and cycling stability

Optimum tuned mass damper design for preventing brittle fracture of RC buildings

Sinan Melih Nigdeli,Gebrail Bekdas 국제구조공학회 2013 Smart Structures and Systems, An International Jou Vol.12 No.2

Brittle fracture of structures excited by earthquakes can be prevented by adding a tuned mass damper (TMD). This TMD must be optimum and suitable to the physical conditions of the structure. Compressive strength of concrete is an important factor for brittle fracture. The application of a TMD to structures with low compressive strength of concrete may not be possible if the weight of the TMD is too much. A heavy TMD is dangerous for these structures because of insufficient axial force capacity of structure. For the preventing brittle fracture, the damping ratio of the TMD must be sufficient to reduce maximum shear forces below the values proposed in design regulations. Using the formulas for frequency and damping ratio related to a preselected mass, this objective can be only achieved by increasing the mass of the TMD. By using a metaheuristic method, the optimum parameters can be searched in a specific limit. In this study, Harmony Search (HS) is employed to find optimum TMD parameters for preventing brittle fracture by reducing shear force in additional to other time and frequency responses. The proposed method is feasible for the retrofit of weak structures with insufficient compressive strength of concrete.

A New Approach to Objective Evaluation of the Success of Nasal Septum Perforation

Sinan Ozturk,Fatih Zor,Serdar Ozturk,Ozgur Kartal,Dogan Alhan,Selcuk Isik 대한성형외과학회 2014 Archives of Plastic Surgery Vol.41 No.4

Background: Perforations in the nasal septum (NSP) give rise not only to disintegration ofthe septum anatomy but also impairment in normal nasal physiology. The successes of thesesurgical techniques are usually equated to anatomical closure of the perforation. The goal ofthis study is to evaluate the subjective and objective results of our surgical technique forseptal perforation surgery. Methods: All NSPs in the six patients were closed by inferior turbinate flap. The NasalObstruction Symptom Evaluation (NOSE) instrument was used to evaluate the preoperativeand postoperative subjective sensation of nasal obstruction. Measurement of preoperative andpostoperative nasal airway resistance was performed using active anterior rhinomanometrywhich is an objective test. Wilcoxson signed rank test and Spearman correlation test were usedto analyze correlation between NOSE scores and rhinomanometric measurements. Results: The full closure of the septal perforations was noted in 100% of patients. The totalNOSE score was 14 preoperatively and one postoperatively. The improvement in NOSE scoreswas statistically significant (P≤0.002). The mean preoperative total resistance (ResT150) valuewas 0.13 Pa/cm3s-1, which is below the normal range (0.16–0.31 Pa/cm3s-1), while the meanpostoperative ResT150 value was 0.27 Pa/cm3s-1. The correlation between the improvement inNOSE scores and improvements in ResT150 values was statistically significant . Conclusions: Surgical approaches should aim to solve both the anatomical and physiologicalproblems of NSP. The application of subjective and objective tests in the postoperative periodwill help surgeons assess the applied techniques.

Rehabilitation of heavily earthquake damaged masonry building using steel straps

Sinan Altin,Fikret Kuran,Özgür Anil,M. Emin Kara 국제구조공학회 2008 Structural Engineering and Mechanics, An Int'l Jou Vol.30 No.6

The purpose of this study is to develop a rehabilitation technique for heavily earthquake damaged masonry buildings. A full scale one storey masonry building with window and door openings was manufactured and tested on the shock table by applying increased amplitude free vibration up to the point where heavy earthquake damage was observed. Damaged test building was rehabilitated with vertical and diagonal steel straps and then tested again. The effectiveness of improvements obtained by the rehabilitation technique was investigated. Steel straps improved the lateral strength and stiffness of masonry walls and limited the lateral displacement of building. Stability of the masonry walls were also improved by the steel straps. Steel straps reduced the natural period of the earthquake damaged masonry building and prevented the failure of the building at the same amplitude of free vibration.

Metaheuristic Optimization of Reinforced Concrete Footings

Sinan Melih Nigdeli,Gebrail Bekdaş,Xin-She Yang 대한토목학회 2018 KSCE JOURNAL OF CIVIL ENGINEERING Vol.22 No.11

The primary goal of an engineer is to find the best possible economical design and this goal can be achieved by considering multiple trials. A methodology with fast computing ability must be proposed for the optimum design. Optimum design of Reinforced Concrete (RC) structural members is the one of the complex engineering problems since two different materials which have extremely different prices and behaviors in tension are involved. Structural state limits are considered in the optimum design and differently from the superstructure members, RC footings contain geotechnical limit states. This study proposes a metaheuristic based methodology for the cost optimization of RC footings by employing several classical and newly developed algorithms which are powerful to deal with non-linear optimization problems. The methodology covers the optimization of dimensions of the footing, the orientation of the supported columns and applicable reinforcement design. The employed relatively new metaheuristic algorithms are Harmony Search (HS), Teaching-Learning Based Optimization algorithm (TLBO) and Flower Pollination Algorithm (FPA) are competitive for the optimum design of RC footings.

Combined spinal-epidural anesthesia in laparoscopic appendectomy

Sinan Uzman,Turgut Donmez,Vuslat Muslu Erdem,Adnan Hut,Dogan Yildirim,Muzaffer Akinci 대한외과학회 2017 Annals of Surgical Treatment and Research(ASRT) Vol.92 No.4

Purpose: Laparoscopic appendectomy (LA) is routinely performed under general, not regional anesthesia. This study assessed the feasibility, efficacy, and side effects of combined spinal-epidural anesthesia (CSEA) in LA. Methods: Thirty-three American Society of Anesthesiologist (ASA) physical status classification grade I patients underwent LA under CSEA. CSEA was performed using the needle-through-needle technique at the L3–L4 interspace. Preoperative and postoperative adverse events related to CSEA, patient satisfaction, and postoperative pain levels were recorded. Results: LA under CSEA was performed successfully in 33 patients (84.6%). Peroperatively, right shoulder pain was observed in 8 patients (24.1%), abdominal discomfort in 6 (18.2%), anxiety in 5 (15.2%), hypotension in 2 (6.1%) and nausea-vomiting in 1 (3%). In the first 24 hours after LA, headache, urinary retention, right shoulder pain, and postoperative nausea/vomiting (PONV) occurred in 18.1%, 12.1%, 9.1%, and 0% of patients, respectively. In the first 6 hours postoperation, no patients had operation-site pain that required analgesic treatment. Thirty-one patients (94%) evaluated their satisfaction with the procedure as good or moderate. Conclusion: CSEA is an efficient and suitable anesthesia technique in LA for ASA physical status classification grade I healthy patients. CSEA is associated with good postoperative pain control and the absence of PONV and intubation-associated complications.