On Hammerstein and Wiener structure for data driven modelling in complex and nonlinear systems; A case study in smart building integrated microgrid

Closed

Reza Fauzi Iskandar, Edi Leksono, Endra Joelianto, Koko Friansa, Irsyad Nashirul Haq

2023 AIP Conference Proceedings Vol. 2580 Conference paper Cited by 0 SDG 7SDG 9SDG 17 Quartile

Abstract

Smart building integrated microgrid development shows attractive progress in research and application. Related structures of smart building and microgrid growth are more and more complex that requires sophisticated modeling methods. This situation may not simple, nonlinear, and distributed so difficult to obtain a related model analytically. This is an opportunity for researchers to develop a dynamic model from a data-driven modeling perspective. This paper aims to conduct a literature review and application study to map the potential and challenges of developing the Hammerstein and Wiener structure in complex and nonlinear systems modeling, as well as smart building integrated microgrid. © 2023 Author(s).

Affiliations

Dept. of Eng. Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Bandung, Indonesia; Engineering Physics Research Group, Faculty of Industrial Technology, Institut Teknologi Bandung, Bandung, Indonesia; Instrumentation and Control Research Group, Faculty of Industrial Technology, Institut Teknologi Bandung, Bandung, Indonesia; Engineering Physics, School of Electrical Engineering, Telkom University, Bandung, Indonesia; Energy System Engineering, Faculty of Industrial and Production Technology, Institut Teknologi Sumatera, Lampung, Indonesia

Research at a Glance

Premium content — register to unlock

Research at a Glance

Register to unlock

Topics & SDG Alignment

Premium content — register to unlock

Topics & SDG Alignment

Register to unlock

Collaboration

Premium content — register to unlock

Collaboration

Register to unlock

Author Profile (Selected)

Premium content — register to unlock

Author Profile (Selected)

Register to unlock

References Overview

Premium content — register to unlock

References Overview

Register to unlock

Journal & Source

Premium content — register to unlock

Journal & Source

Register to unlock

Metadata & Integrity

Premium content — register to unlock

Metadata & Integrity

Register to unlock