Beykoz Üniversitesi

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Artificial Intelligence in Quality Control and Product Development
(Elsevier, 2025) Aydınocak, E.U.
Product development and continuous improvement have become a high priority for the chemical industry due to factors such as increasing competition, new technologies, more demanding customers, greater product variety, and shorter product life cycles. The increasing pressure on product development has led chemical companies to evaluate the stages of the product development process carefully. In product development, preparation and technical analysis are particularly critical. The knowledge and experience gained in the preparation phase can eliminate risky and costly activities in the later stages of the process. In addition, the testing and evaluation phases are critical elements that can provide meaningful feedback before commercialization. Another issue that chemical manufacturers work on, both for new and existing products, is quality control (QC). Manufacturers need to ensure that the product’s quality meets customer expectations. Making QC processes more efficient is one of the issues the industry has been working on for a long time. Therefore, using artificial intelligence (AI) technologies in product development and QC has become inevitable. McKinsey asserted that the implementation of AI has the potential to enhance market fit by up to 50%, achieve product performance improvements ranging from 15 to 60%, attain up to 50% increased workplace productivity, and facilitate a reduction in time to market of up to 40%. According to the research conducted by Bain & Company, AI is predicted to result in a 20% reduction in engineering hours and a 5-30% reduction in costs. © 2026 Elsevier Inc. All rights reserved.
Internet of Things (IoT) in Marketing Logistics
(Springer Nature, 2022) Aydınocak, E.U.
The increase in international trade around the world has expanded the markets in which businesses operate, while increasing the demand and diversity for products and services. This triggered the need for more information and visibility in managing supply chains and logistics activities. For this reason, the spread of the Internet of Things, one of the most important elements of Industry 4.0, has accelerated today. The data gathering power provided by the Internet of Things and its ability to rapidly transform this data into information is to make all activities taking place along the supply chain more visible. In this way, the control of the flow of goods and information in logistics activities has been facilitated, costs have been reduced and most importantly, it has helped enterprises increase their customer satisfaction by increasing their competitiveness. The aim of the chapter is to briefly explain the development of Internet of Things technology and demonstrate its effects over logistics and supply chain activities. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
Robotics Systems and Healthcare Logistics
(Springer Nature, 2023) Aydınocak, E.U.
Including waste management, warehousing, inventory management, equipment maintenance, sanitation, and transportation, healthcare logistics has focused on providing more innovative and value-added services in recent years. Therefore healthcare services should be examined and aligned with the objectives of the entire healthcare supply chain to meet the needs of both individuals and organizations. This will help to improve the supply chain performance so that reflects on the patient outcomes. Lack of efficient storage areas, increasing wages/salaries, and some activities that are conducted by healthcare employees manually are the priority areas that require solutions. According to studies in the field of health logistics, supply chain activities take more than the time spent on patient care. In addition, the logistics activities that have to be done manually by the health personnel leave a negative impression on the patients. Based on these, healthcare logistics should be improved in order to decrease the level of fatigue of healthcare personnel and create more time to interact with patients. Serving various tasks and purposes in many business sector, robots are preparing to become one of the most important technological innovations for healthcare industry. Nowadays, the robotics community is largely focused on developing the next generation of service and social robots. It is predicted that the use of robots in diagnostics, surgery, rehabilitation, patient care, disinfection and cleaning, medicine and food distribution, vital signs measurement, disease prevention, and disease management will increase performance in healthcare services. Among these, robots providing disinfection and logistics services are predicted to have the shortest-term impact. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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