Smart Industrial Robot Control Trends, Challenges and Opportunities within Manufacturing

نویسندگان

چکیده

Industrial robots and associated control methods are continuously developing. With the recent progress in field of artificial intelligence, new perspectives industrial robot strategies have emerged, prospects towards cognitive arisen. AI-based robotic systems strongly becoming one main areas focus, as flexibility deep understanding complex manufacturing processes key advantage to raise competitiveness. This review first expresses significance smart future factories by listing needs, requirements introducing envisioned concept robots. Secondly, current trends that based on different learning explored. Current computer-vision, reinforcement imitation approaches possible applications investigated. Gaps, challenges, limitations open issues identified along way.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Challenges and opportunities in biopharmaceutical manufacturing control

The total sales of biopharmaceuticals have been steadily increasing for decades with growing approval of new drug products, especially for monoclonal antibodies. This trend motivates the development of deeper understanding and advancement of biopharmaceutical manufacturing operations. This article describes opportunities, needs, and challenges in process control and operations for biopharmaceut...

متن کامل

Challenges and Opportunities for Intelligibility and Control in Smart Homes

Several studies have reported on interaction challenges users face when confronted with proactive contextaware technologies that take actions on their behalf. To address these challenges, techniques have been proposed to improve intelligibility (understanding) of and control over context-aware systems for end-users. Proactive context-aware systems have not only been featured in several smart ho...

متن کامل

Challenges and Opportunities in Logic Control for Manufacturing Systems

Discrete part manufacturing systems typically consist of numerous machines working together in a coordinated and sequential fashion. Programmable logic controllers are widely used to implement the control algorithms for these machines. Systems with hundreds or thousands of inputs and outputs, many of them simple on/off switches, are not uncommon. The logic controller must handle not only the no...

متن کامل

Biobanking trends, challenges, and opportunities.

OBJECTIVES To review the different interests and needs of industry and academic users of human biomaterials. METHODS A review of the current literature and interviews with involved parties. Questionnaires were e-mailed to assess current attitudes towards biobanking and opinions of trends and implications for the future. The organisations included commercial biobanks, charitable foundations, a...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Applied sciences

سال: 2022

ISSN: ['2076-3417']

DOI: https://doi.org/10.3390/app12020937