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Man-hour Prediction for Complex Industrial Products
Unal, Ahmet Emin; Boyar, Halit; Pak, Burcu Kuleli; Cem Yildiz, Mehmet; Erten, Ali Erman; Gungor, Vehbi Cagri (Institute of Electrical and Electronics Engineers Inc., 2023)Accurately predicting the cost is crucial for the success of complex industrial projects. There can be several sources contributing to the cost. Traditional methods for cost estimation may not provide the required ... -
Networking and communications for smart cities special issue editorial
Theoleyre, Fabrice; Watteyne, Thomas; Bianchi, Giuseppe; Tuna, Gurkan; Gungor, Vehbi Cagri; Pang, Ai-Chun (ELSEVIER, 2015)Our society is facing an unprecedented massive urbanization. At the time of writing, 54% of the world’s population lives in urban areas (with an 82% peak in North America), opposed to only 30% in 1950. Reports [1] predict ... -
Next Generation Networks for Telecommunications Operators Providing Services to Transnational Smart Grid Operators
Tuna, Gurkan; Kiokes, George C.; Zountouridou, Erietta I.; Gungor, Vehbi Cagri (IEEE, 2015)Due to the networking expertise, services and technical support of telecommunications operators, Smart Grid (SG) operators prefer telecommunications operators for their communications needs instead of creating private ... -
A Novel Feature Design and Stacking Approach for Non-Technical Electricity Loss Detection
Aydin, Zafer; Gungor, Vehbi Cagri (Institute of Electrical and Electronics Engineers Inc., 2018)Non-technical electricity losses continue to jeopardize economic and social well-being of many countries. In this work, we develop machine learning classifiers that can identify anomalous electricity consumption in Turkey. ... -
On the interdependency between multi-channel scheduling and tree-based routing for WSNs in smart grid environments
Yigit, Melike; Incel, Ozlem Durmaz; Gungor, Vehbi Cagri (ELSEVIER, 2014)Field tests show that the link-quality of wireless links in different smart grid environments, such as outdoor substation, varies greatly both in space and time because of various factors, including multi-path, fading, ... -
Performance evaluation of cloud computing platforms using statistical methods
Atas, Gultekin; Gungor, Vehbi Cagri (PERGAMON-ELSEVIER SCIENCE LTD, 2014)Cloud computing is a very attractive research topic. Many studies have examined the infrastructure as a service and software as a service aspects of cloud computing; however, few studies have focused on platform as a ... -
Performance Evaluations of Next Generation Networks for Smart Grid Applications
Tuna, Gurkan; Kaya, Esra; Gulez, Kayhan; Kiokes, George); Gungor, Vehbi Cagri (IEEE, 2015)Smart Grid (SG) can be described as the concept of modernizing the traditional electrical grid. Through the addition of SG technologies traditional electrical grids become more flexible, robust and interactive, and are ... -
PI-controlled ANN-based Energy Consumption Forecasting for Smart Grids
Gezer, Gulsum; Tuna, Gurkan; Kogias, Dimitris; Gulez, Kayhan; Gungor, Vehbi Cagri; Filipe, J; Madani, K; Gusikhin, O; Sasiadek, J (IEEE, 2015)Although Smart Grid (SG) transformation brings many advantages to electric utilities, the longstanding challenge for all them is to supply electricity at the lowest cost. In addition, currently, the electric utilities must ... -
Power line communication technologies for smart grid applications: A review of advances and challenges
Yigit, Melike; Gungor, Vehbi Cagri; Tuna, Gurkan; Rangoussi, Maria; Fadel, Etimad (ELSEVIER, 2014)This paper investigates the use of Power Line Communication (PLC) for Smart Grid (SG) applications. Firstly, an overview is done to define the characteristics of PLC and PLC-based SG applications are addressed to define ... -
Quality-of-service differentiation in single-path and multi-path routing for wireless sensor network-based smart grid applications
Sahin, Dilan; Gungor, Vehbi Cagri; Kocak, Taskin; Tuna, Gurkan (ELSEVIER, 2014)Electrical grid is one of the most important infrastructure of the modern nation. However, power grid has been aged over 100 years and prone to major failures. The imbalance between power demand and supply, the equipment ... -
Realizing the wireless technology in internet of things (IoT)
Kogias, Dimitrios G.; Michailidis, Emmanouel T.; Tuna, Gurkan; Gungor, Vehbi Cagri (Springer Singapore, 2018)The evolution of the Internet of Things (IoT) has been highly based on the advances on wireless communications and sensing capabilities of smart devices, along with a, still increasing, number of applications that are being ... -
A reliable and secure multi-path routing strategy for underwater acoustic sensor networks
Uyan, Osman Gokhan; Akbas, Ayhan; Gungor, Vehbi Cagri (ELSEVIER, 2022)Underwater Acoustic Sensor Networks (UASNs) have nowadays become an attractive topic in scientific studies and commercial applications. An important challenge in UASN’s design is the limited network lifetime and ... -
A review of on-device machine learning for IoT: An energy perspective
Tekin, Nazli; Aris, Ahmet; Acar, Abbas; Uluagac, Selcuk; Gungor, Vehbi Cagri (ELSEVIER, 2024)Recently, there has been a substantial interest in on-device Machine Learning (ML) models to provide intelligence for the Internet of Things (IoT) applications such as image classification, human activity recognition, ... -
Routing protocol design guidelines for smart grid environments
Temel, Samil; Gungor, Vehbi Cagri; Kocak, Taskin (ELSEVIER, 2014)The evaluation of the current electric power grid with novel communication facilities is one of the most challenging and exciting issues of the 21st century. The modern grid technology is called the smart grid in the sense ... -
Seamless Mobile Data Offloading in Heterogeneous Wireless Networks based on IEEE 802.21 and User Experience
Tuzunkan, F. A.; Gungor, Vehbi Cagri; Zeydan, Engin; Ileri, Omer; Ergut, S. (IEEE, 2014)The increase on smartphone usage has brought the burden of data traffic with it. Operators are looking for cost-effective solutions to overcome the problem of 3G infrastructure for high contention traffic scenarios. Several ... -
Short Term Electricity Load Forecasting: A Case Study of Electric Utility Market in Turkey
Yasin, Muhammed; Goze, Tolga; Ozcan, Ihsan; Gungor, Vehbi Cagri; Aydin, Zafer (IEEE, 2015)With the recent developments in energy sector, the pricing of electricity is now governed by the spot market where a variety of market mechanisms are effective. After the new legislation of market liberalization in Turkey, ... -
Special Section on Industrial Wireless Sensor Networks
Hancke, Gerhard P., Jr; Gungor, Vehbi Cagri; Hancke, Gerhard P., Sr (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2014).... -
A survey on wireless sensor networks for smart grid
Fadel, Etimad; Gungor, Vehbi Cagri; Nassef, Laila; Akkari, Nadine; Abbas Malik M.G.; Almasri, Suleiman; Akyildiz, Ian F. (ELSEVIER, 2015)The traditional power grid in many countries suffers from high maintenance costs and scalability issues along with the huge expense of building new power stations, and lack of efficient system monitoring that could increase ... -
Traffic Light Management Systems Using Reinforcement Learning
Can, Sultan Kubra; Thahir, Adam; Coskun, Mustafa; Gungor, Vehbi Cagri (Institute of Electrical and Electronics Engineers Inc., 2022)While reducing traffic congestion and decrease the number of traffic accidents in the intersections, most of the traffic light management approaches cannot adapt well to fast changing traffic dynamics and growing demands ... -
Wireless sensor network-based communication for cooperative simultaneous localization and mapping
Tuna, Gurkan; Potirakis, Stelios M.; Gungor, Vehbi Cagri (PERGAMON-ELSEVIER SCIENCE LTD, 2015)This paper presents a novel approach of using a Wireless Sensor Network (WSN) as the communication means for Multi-Robot, Cooperative, Simultaneous Localization and Mapping (CSLAM) applications investigating the associated ...