Fast Data-Driven Predictive Control for LTI Systems: A Randomized Approach
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2025.3542684
Abstract: In this letter, the problem of reducing the computational complexity of a recently developed data-driven predictive control scheme is considered. For this purpose, a randomized data compression technique is proposed, which makes the dimension of… read more here.
Keywords: driven predictive; control; control lti; predictive control ... See more keywords
Data-Driven Predictive Maintenance
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Intelligent Systems"
DOI: 10.1109/mis.2022.3167561
Abstract: With the growth of 5G networks, the Internet-of-Things is becoming a reality. The advances in networking, machine learning, data analytics, and robotics largely improve industrial processes. Industry 4.0 is a term for the fourth industrial… read more here.
Keywords: maintenance; data driven; driven predictive; predictive maintenance ... See more keywords
Weather-Driven Predictive Models for Jassid and Thrips Infestation in Cotton Crop
Sign Up to like & getrecommendations! Published in 2025 at "Sustainability"
DOI: 10.3390/su17072803
Abstract: Agriculture is a vital contributor to global food security but faces escalating threats from environmental fluctuations and pest incursions. Among the most prevalent and destructive pests, Jassid (Amrasca biguttula) and Thrips (Thrips tabaci) frequently afflict… read more here.
Keywords: weather driven; jassid thrips; driven predictive; predictive models ... See more keywords