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5,078 Results Found

  • Article
  • Open Access
8 Citations
3,580 Views
20 Pages

AI-For-Mobility—A New Research Platform for AI-Based Control Methods

  • Julian Ruggaber,
  • Kenan Ahmic,
  • Jonathan Brembeck,
  • Daniel Baumgartner and
  • Jakub Tobolář

23 February 2023

AI-For-Mobility (AFM) is the new research platform to investigate and implement novel control methods based on Artificial Intelligence (AI) within the Department of Vehicle System Dynamics at the German Aerospace Center (DLR). A production hybrid veh...

(This article belongs to the Section Robotics and Automation)
  • Article
  • Open Access
14 Citations
8,625 Views
19 Pages

Two key pillars of human-centered AI (HCAI) approaches are “control” and “autonomy”. To date, little is known about professional translators’ attitudes towards these concepts in the AI era. This paper explores this issue...

(This article belongs to the Special Issue Human and Machine Translation: Recent Trends and Foundations)
  • Review
  • Open Access
54 Citations
11,946 Views
23 Pages

A Review of AI-Driven Control Strategies in the Activated Sludge Process with Emphasis on Aeration Control

  • Celestine Monday,
  • Mohamed S. Zaghloul,
  • Diwakar Krishnamurthy and
  • Gopal Achari

16 January 2024

Recent concern over energy use in wastewater treatment plants (WWTPs) has spurred research on enhancing efficiency and identifying energy-saving technologies. Treating one cubic meter of wastewater consumes at least 0.18 kWh of electricity. About 50%...

(This article belongs to the Topic Bioreactors: Control, Optimization and Applications - 2nd Volume)
  • Review
  • Open Access
21 Citations
7,775 Views
39 Pages

AI-Driven Control Strategies for Biomimetic Robotics: Trends, Challenges, and Future Directions

  • Hoejin Jung,
  • Soyoon Park,
  • Sunghoon Joe,
  • Sangyoon Woo and ,
  • Wonchil Choi and
  • Wongyu Bae
  • + 1 author+ 0 author

Biomimetic robotics aims to replicate biological movement, perception, and cognition, drawing inspiration from nature to develop robots with enhanced adaptability, flexibility, and intelligence. The integration of artificial intelligence has signific...

(This article belongs to the Special Issue Recent Advances in Bioinspired Robot and Intelligent Systems)
  • Review
  • Open Access
727 Views
46 Pages

AI Control of Power Converters Under Semiconductor Constraints: A Critical Review of Deployment Readiness

  • Sangyoon Woo,
  • Gyeongsu Sim,
  • Hoejin Jung,
  • Soyoon Park and ,
  • Wonchil Choi and
  • Won-Gyu Bae
  • + 1 author+ 0 author

Wide-bandgap (WBG) power converters impose stringent requirements, including high-frequency switching, strongly nonlinear dynamics, and limited computational time, which constrain conventional control and artificial intelligence (AI)-based approaches...

(This article belongs to the Special Issue Emerging Trends and Applications of Electrical Power Conversion and Advanced Control)
  • Article
  • Open Access
3 Citations
1,310 Views
23 Pages

27 November 2025

Deep Reinforcement Learning (DRL) has achieved remarkable success in optimizing complex control tasks; however, its opaque decision-making process limits accountability and erodes user trust in safety-critical domains such as autonomous driving and c...

(This article belongs to the Section E1: Mathematics and Computer Science)
  • Article
  • Open Access
192 Views
26 Pages

10 October 2026

Trust plays an important role in human–AI shared-control systems, yet it is difficult to assess from a single observable signal. This study proposes an event-centered multimodal framework for assessing situational trust by integrating contextua...

(This article belongs to the Special Issue Advances in Human–Computer Interaction and Intelligent Interface Design)
  • Review
  • Open Access
14 Citations
3,269 Views
35 Pages

Transformative Impacts of AI and Wireless Communication in CSP Heliostat Control Systems

  • Quanwu Liu,
  • Zengli Dai,
  • Yuan Wei,
  • Dongxiang Wang and
  • Yu Xie

22 February 2025

In this review, the transformative impact of integrating artificial intelligence (AI) and wireless communication technologies into the heliostat control systems of concentrated solar power (CSP) plants are explored. Heliostat control systems are cate...

(This article belongs to the Topic Advances in Solar Technologies)
  • Review
  • Open Access
12 Citations
4,522 Views
42 Pages

AI-Driven Cooperative Control for Autonomous Tractors and Implements: A Comprehensive Review

  • Hongjie Jia,
  • Weipeng Chen,
  • Zhihao Su,
  • Yaozu Sun and ,
  • Zhengpeng Qian and
  • Longxia Huang
  • + 1 author+ 0 author

Artificial intelligence (AI) is driving the evolution of autonomous agriculture towards multi-agent collaborative control, breaking through the limitations of traditional isolated automation. Although existing research has focused on hierarchical con...

(This article belongs to the Special Issue Transforming Agriculture with Artificial Intelligence: Recent Advances and Applications)
  • Article
  • Open Access
7 Citations
5,935 Views
24 Pages

20 September 2025

This study explores a novel approach of using large language models (LLMs) in the real-time Proportional–Integral–Derivative (PID) control of a physical system, the Quanser QUBE-Servo 2. We investigated whether LLMs, used with an Artificial Intellige...

(This article belongs to the Special Issue Advanced Technologies in Actuators for Control Systems)
  • Article
  • Open Access
50 Citations
15,771 Views
24 Pages

Industry 4.0 In-Line AI Quality Control of Plastic Injection Molded Parts

  • Saeid Saeidi Aminabadi,
  • Paul Tabatabai,
  • Alexander Steiner,
  • Dieter Paul Gruber and ,
  • Walter Friesenbichler,
  • Christoph Habersohn and
  • Gerald Berger-Weber
  • + 2 authors+ 0 author

29 August 2022

Automatic in-line process quality control plays a crucial role to enhance production efficiency in the injection molding industry. Industry 4.0 is leading the productivity and efficiency of companies to minimize scrap rates and strive for zero-defect...

(This article belongs to the Special Issue Advances in Polymers Processing and Injection Molding)
  • Review
  • Open Access
15 Citations
4,253 Views
35 Pages

Control Methods and AI Application for Grid-Connected PV Inverter: A Review

  • Feng Wang,
  • Ayiguzhali Tuluhong,
  • Bao Luo and
  • Ailitabaier Abudureyimu

Grid-connected PV inverters (GCPI) are key components that enable photovoltaic (PV) power generation to interface with the grid. Their control performance directly influences system stability and grid connection quality. However, as PV penetration in...

  • Article
  • Open Access
642 Views
23 Pages

4 September 2026

Artificial intelligence (AI) is developing rapidly and is gradually transforming traditional management control practices into intelligent management control, characterized by automation, analysis and decision-making. This research aims to explore th...

  • Article
  • Open Access
184 Views
37 Pages

23 October 2026

While generative artificial intelligence (AI) reshapes job tasks across corporate functions, its organizational consequences for firm sustainability remain insufficiently understood. This study explores how generative-AI susceptibility concentrated i...

(This article belongs to the Section Economic and Business Aspects of Sustainability)
  • Article
  • Open Access
11 Citations
2,640 Views
27 Pages

Toward the Theoretical Foundations of Industry 6.0: A Framework for AI-Driven Decentralized Manufacturing Control

  • Andrés Fernández-Miguel,
  • Susana Ortíz-Marcos,
  • Mariano Jiménez-Calzado,
  • Alfonso P. Fernández del Hoyo and ,
  • Fernando E. García-Muiña and
  • Davide Settembre-Blundo
  • + 1 author+ 0 author

3 October 2025

This study advances toward establishing the theoretical foundations of Industry 6.0 by developing a comprehensive framework that integrates artificial intelligence (AI), decentralized control systems, and cyber–physical production environments...

(This article belongs to the Special Issue Artificial Intelligence and Control Systems for Industry 4.0 and 5.0)
  • Article
  • Open Access
7 Citations
6,759 Views
17 Pages

29 August 2025

The rapid integration of generative AI, particularly ChatGPT, into academic settings has prompted urgent questions regarding its impact on students’ psychological and academic outcomes. Although generative AI holds considerable potential to tra...

(This article belongs to the Special Issue Artificial Intelligence and Educational Psychology)
  • Technical Note
  • Open Access
704 Views
14 Pages

Cybertronics-Based Robust Control for Dynamic Supply Chains of AI Finished Products: A Theoretical Analysis

  • Yasser A. Davizon,
  • Alexander Mendoza-Acosta,
  • Rafael García-Martinez,
  • Aureliano Quiñonez-Ruiz and ,
  • Jaime Sanchez-Leal,
  • Eric D. Smith and
  • Neale R. Smith
  • + 2 authors+ 0 author

This technical note aims to present a theoretical analysis for cybertronics engineering (CE) for a class of dynamic supply chains for artificial intelligence (AI)-based products, services or hybrid solutions. The cybertronics-based analysis encompass...

(This article belongs to the Section Deterministic Mathematics)
  • Article
  • Open Access
2 Citations
3,872 Views
23 Pages

This paper proposes a new approach to enhance the realism and interactivity of shooting simulation systems by integrating a three-degree–of–freedom (3-DoF) platform with sensory and interactive elements, as well as digital content. The sy...

  • Article
  • Open Access
4 Citations
1,912 Views
18 Pages

9 April 2026

As generative artificial intelligence (AI) becomes increasingly involved in creative processes, designers encounter a fundamental tension regarding creative control—the degree to which they dominate design direction and iterative decision-makin...

(This article belongs to the Section Organizational Behaviors)
  • Article
  • Open Access
273 Views
51 Pages

26 October 2026

Agentic coding systems increasingly automate repository inspection, tool use, code generation, testing, and repair, but the human commonly remains responsible for decomposing the task, directing workflow progression, and judging completion. This limi...

(This article belongs to the Special Issue Computational Modeling and Intelligent Simulation of Next-Generation Energy Systems (2nd Edition))
  • Article
  • Open Access
304 Views
22 Pages

Digital health commodity networks process billions of transactions annually, yet European health systems exhibit diagnostic lags of 30–180 days between anomalous events and institutional detection. Existing governance architectures are retrospe...

(This article belongs to the Special Issue Cross-Sector Decision Intelligence for Critical Commodities: Integrating Health, Cybersecurity, and Logistics in Modern Supply Chains)
  • Review
  • Open Access
514 Views
37 Pages

2 October 2026

Power electronic systems are evolving from conventional fixed-function converters toward intelligent, adaptive, and cyber-physical energy-conversion platforms in which modulation, predictive control, artificial intelligence (AI), digital twins (DTs),...

(This article belongs to the Special Issue Modulation and Control Techniques in Power Electronic Systems)
  • Article
  • Open Access
1 Citations
1,364 Views
22 Pages

2 June 2026

With the increasing incorporation of artificial intelligence (AI) into educational contexts, undergraduates’ AI dependence has become increasingly apparent, constituting a significant concern in educational psychology. Using survey data from 11...

(This article belongs to the Section Educational Psychology)
  • Article
  • Open Access
1 Citations
2,077 Views
42 Pages

Intelligent Advanced Control System for Isotopic Separation: An Adaptive Strategy for Variable Fractional-Order Processes Using AI

  • Roxana Motorga,
  • Vlad Mureșan,
  • Mihaela-Ligia Ungureșan,
  • Mihail Abrudean and ,
  • Honoriu Vǎlean and
  • Valentin Sita
  • + 1 author+ 0 author

1 October 2025

This paper provides the modeling, implementation, and simulation of fractional-order processes associated with the production of the enriched 13C isotope due to chemical exchange processes between carbamate and CO2. To demonstrate and simulate the pr...

(This article belongs to the Special Issue Artificial Intelligence in Industrial Systems: From Data Acquisition to Intelligent Decision-Making)
  • Review
  • Open Access
431 Views
91 Pages

19 September 2026

Power mini-grids are being transformed from locally automated electrical systems into cyber-physical ecosystems in which heterogeneous distributed energy resources, storage, converters, flexible demand and uncertain external conditions must be coordi...

(This article belongs to the Special Issue Advanced AI Techniques for High-Renewable Integration in Hybrid AC/DC Smart Grids)
  • Article
  • Open Access
9 Citations
970 Views
24 Pages

27 May 2026

Permanent magnet synchronous motors (PMSMs) suffer performance degradation under parameter uncertainties and external load disturbances, reducing the effectiveness of conventional proportional-integral and field-oriented control (FOC) schemes. This p...

(This article belongs to the Section F3: Power Electronics)
  • Review
  • Open Access
671 Views
35 Pages

28 September 2026

Large-scale green hydrogen production via PEM electrolysis demands control strategies that surpass the limitations of traditional distributed control systems (DCSs). Digital twin (DT) technology has been introduced as a structured design framework fo...

  • Article
  • Open Access
65 Citations
20,052 Views
29 Pages

Artificial Intelligence (AI)-Based Occupant-Centric Heating Ventilation and Air Conditioning (HVAC) Control System for Multi-Zone Commercial Buildings

  • Alperen Yayla,
  • Kübra Sultan Świerczewska,
  • Mahmut Kaya,
  • Bahadır Karaca and ,
  • Yusuf Arayici,
  • Yunus Emre Ayözen and
  • Onur Behzat Tokdemir
  • + 2 authors+ 0 author

2 December 2022

Buildings are responsible for almost half of the world’s energy consumption, and approximately 40% of total building energy is consumed by the heating ventilation and air conditioning (HVAC) system. The inability of traditional HVAC controllers to re...

(This article belongs to the Topic Artificial Intelligence and Sustainable Energy Systems)
  • Article
  • Open Access
2,522 Views
24 Pages

25 February 2026

The complexity of internal control in commercial banks continues to increase, and relevant reports exhibit notable lag and template issues. In response to the demand to transform unstructured disclosures into actionable insights, this study proposes...

(This article belongs to the Special Issue Business Intelligence and Data Analytics in Enterprise Systems)
  • Article
  • Open Access
16 Citations
5,220 Views
19 Pages

Intelligent Combustion Control in Waste-to-Energy Facilities: Enhancing Efficiency and Reducing Emissions Using AI and IoT

  • Dongmin Shin,
  • Jaeho Lee,
  • Jihoon Son,
  • Yongkeun Yun and ,
  • Yoonchan Song and
  • Jaeman Song
  • + 1 author+ 0 author

17 September 2024

Expanding waste-to-energy (WtE) facilities is difficult, and with tightening incineration regulations, improvements in WtE facility operations are required to dispose of waste that is increasing by an average of 4.8% annually. To achieve this, an int...

(This article belongs to the Section B: Energy and Environment)
  • Article
  • Open Access
578 Views
22 Pages

AI-Driven Traffic Control Method and Reliability Analysis for Digital City Local Narrow-Road, Dense-Network

  • Aixu Ji,
  • Jie Wang,
  • Hui Deng,
  • Zipeng Wang and ,
  • Mingfang Zhang and
  • Pangwei Wang
  • + 1 author+ 0 author

1 May 2026

In urban environments characterized by narrow roads and dense networks with short intersection spacing and high connectivity, traffic flows exhibit strong spatiotemporal coupling and pose safety challenges. Conventional traffic signal control approac...

  • Article
  • Open Access
7 Citations
2,449 Views
22 Pages

An AI-Based Power Reserve Control Strategy for Photovoltaic Power Generation Systems Participating in Frequency Regulation of Microgrids

  • Sihan Zhou,
  • Liang Qin,
  • Jiangjun Ruan,
  • Jing Wang and ,
  • Haofeng Liu,
  • Xu Tang,
  • Xiaole Wang and
  • Kaipei Liu
  • + 3 authors+ 0 author

In this paper, a novel AI-based power reserve control strategy is proposed for photovoltaic (PV) power generation systems participating in the frequency regulation (FR) of microgrids. The proposed strategy uses a frequency response module to determin...

  • Article
  • Open Access
1,102 Views
30 Pages

Agentic AI-Driven Cultivation Advisory and Symptom-Level Diagnostic Support in a Controlled Indoor Farming System

  • Jutarut Chaoraingern,
  • Akarat Pattaraanuvong,
  • Kantapon Paraksa,
  • Kantiporn Khunthong and ,
  • Tirawat Nontiwantok and
  • Arjin Numsomran
  • + 1 author+ 0 author

Small-scale and urban indoor farms typically rely on manual observation, which delays stress detection and yields inconsistent crop quality. While large language models (LLMs) and retrieval-augmented generation (RAG) have been explored for agricultur...

  • Article
  • Open Access
55 Views
35 Pages

6 November 2026

AI-based enterprise document management systems increasingly integrate semantic retrieval, Retrieval-Augmented Generation (RAG), multimodal interaction, and data analytics. In such environments, protected objects extend beyond original documents to c...

(This article belongs to the Special Issue Intelligent AI Security Solutions for Cloud Computing and Distributed Networks)
  • Article
  • Open Access
5 Citations
3,168 Views
23 Pages

17 July 2025

Accurate, energy-efficient climate regulation is crucial for scaling smart greenhouse production. While nonlinear model predictive control (NMPC) can co-optimize yield and resource use, its efficacy hinges on short-range weather information and real-...

(This article belongs to the Section Agricultural Science and Technology)
  • Review
  • Open Access
25 Citations
9,697 Views
62 Pages

Unmanned Aerial Vehicles (UAV) Networking Algorithms: Communication, Control, and AI-Based Approaches

  • Mien L. Trinh,
  • Dung T. Nguyen,
  • Long Q. Dinh,
  • Mui D. Nguyen and ,
  • De Rosal Ignatius Moses Setiadi and
  • Minh T. Nguyen
  • + 1 author+ 0 author

24 April 2025

This paper focuses on algorithms and technologies for unmanned aerial vehicles (UAVs) networking across different fields of applications. Given the limitations of UAVs in both computations and communications, UAVs usually need algorithms for either l...

(This article belongs to the Collection Feature Papers in Algorithms for Multidisciplinary Applications)
  • Article
  • Open Access
4 Citations
2,494 Views
29 Pages

Multi-Layer AI Sensor System for Real-Time GPS Spoofing Detection and Encrypted UAS Control

  • Ayoub Alsarhan,
  • Bashar S. Khassawneh,
  • Mahmoud AlJamal,
  • Zaid Jawasreh and ,
  • Nayef H. Alshammari,
  • Sami Aziz Alshammari,
  • Rahaf R. Alshammari and
  • Khalid Hamad Alnafisah
  • + 3 authors+ 0 author

27 January 2026

Unmanned Aerial Systems (UASs) are playing an increasingly critical role in both civilian and defense applications. However, their heavy reliance on unencrypted Global Navigation Satellite System (GNSS) signals, particularly GPS, makes them highly su...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
28 Citations
884 Views
19 Pages

This study examined learner engagement in AI-supported informal digital learning of English (IDLE) by integrating L2 selves and control-value appraisals within a Control-Value Theory framework. Drawing on data from 653 Chinese university students, th...

(This article belongs to the Special Issue Informal Digital Language Learning as a Site for Activating and Developing Intelligence)
  • Article
  • Open Access
77 Views
24 Pages

Generative artificial intelligence (AI) can alter final second-language (L2) texts, yet cognitive differences may shape which changes emerge. This exploratory study examined 38 upper-intermediate learners of Russian who each produced one composition...

  • Article
  • Open Access
1 Citations
622 Views
29 Pages

Optical surface deviations in ophthalmic optics arise from fast tool servo errors, the tool footprint, freeform surface residuals, and the freeform surface curvature responses across processing stages. In this paper, a PAM-Net physics–AI dual-d...

(This article belongs to the Special Issue Next-Generation Machine Tools and Machining Technology)
  • Article
  • Open Access
990 Views
27 Pages

A Privacy-Preserving TinyML-Driven IoT Edge Architecture for Low-Latency Smart Sensing and Autonomous AI-Based Control

  • P. Kannan,
  • K. Aruna Kumari,
  • Punith Kumar,
  • P. Hema Sree and ,
  • C. M. Velu,
  • V. Sangeetha,
  • Rokesh Kumar Yarava and
  • N. Rajeswaran
  • + 3 authors+ 0 author

8 September 2026

As smart sensing applications grow rapidly, the IoT edge architectures need to support low latency, make decisions with little memory, power, and communication resources while preserving the privacy of the data. But traditional cloud-based IoT soluti...

(This article belongs to the Special Issue Emerging Issues in Hardware and IC System Security)
  • Article
  • Open Access
8 Citations
2,183 Views
40 Pages

Synergistic Hierarchical AI Framework for USV Navigation: Closing the Loop Between Swin-Transformer Perception, T-ASTAR Planning, and Energy-Aware TD3 Control

  • Haonan Ye,
  • Hongjun Tian,
  • Qingyun Wu,
  • Yihong Xue and ,
  • Jiayu Xiao,
  • Guijie Liu and
  • Yang Xiong
  • + 2 authors+ 0 author

30 July 2025

Autonomous Unmanned Surface Vehicle (USV) operations in complex ocean engineering scenarios necessitate robust navigation, guidance, and control technologies. These systems require reliable sensor-based object detection and efficient, safe, and energ...

(This article belongs to the Section Navigation and Positioning)
  • Proceeding Paper
  • Open Access
56 Views
16 Pages

Hybrid Forecast–Graph Reinforcement Learning for Multi-Timescale Voltage Control in Distribution Systems: Simulation-Centered Evaluation of Safe Hybrid AI Model

  • Haider Thiab Salim Alrikabi,
  • Ali F. Rashid,
  • Hussain Ali Mutar,
  • Huda Abbas Kanber and
  • Ibtihal Razaq Niama Alrubeei

6 November 2026

In a distribution system, the high penetration of inverter-based distributed energy resources creates a time-coupled, uncertain, and complex solution space for voltage regulation, as it cannot be easily regulated using either time-synchronized mechan...

  • Article
  • Open Access
1 Citations
1,712 Views
26 Pages

AI Control for Pasteurized Soft-Boiled Eggs

  • Primož Podržaj,
  • Dominik Kozjek,
  • Gašper Škulj,
  • Tomaž Požrl and
  • Marjan Jenko

11 September 2025

This paper presents a novel approach to thermal process control in the food industry, specifically targeting the pasteurization and cooking of soft-boiled eggs. The unique challenge of this process lies in the precise temperature control required, as...

(This article belongs to the Special Issue Artificial Intelligence (AI) and Machine Learning for Foods)
  • Article
  • Open Access
4 Citations
2,002 Views
24 Pages

24 May 2024

In spite of the IMO’s efforts to improve the safety of intact stability on ships, synchronous rolling still causes large rolling angles, resulting in a very dangerous situation on board. The implementation of automatic tools to predict this und...

(This article belongs to the Special Issue Advances in Maritime Transport: Sustainability, Contamination and New Technologies)
  • Article
  • Open Access
24 Citations
4,652 Views
31 Pages

22 November 2024

The monitoring and control of an assembly/disassembly/replacement (A/D/R) multifunctional robotic cell (MRC) with the ABB 120 Industrial Robotic Manipulator (IRM), based on IoT (Internet of Things)-cloud, VPN (Virtual Private Network), and digital tw...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
4 Citations
4,267 Views
16 Pages

A Multi-Core Controller for an Embedded AI System Supporting Parallel Recognition

  • Suyeon Jang,
  • Hyun Woo Oh,
  • Young Hyun Yoon,
  • Dong Hyun Hwang and ,
  • Won Sik Jeong and
  • Seung Eun Lee
  • + 1 author+ 0 author

21 July 2021

Recent advances in artificial intelligence (AI) technology encourage the adoption of AI systems for various applications. In most deployments, AI-based computing systems adopt the architecture in which the central server processes most of the data. T...

(This article belongs to the Special Issue Smart Embedded Processors)
  • Review
  • Open Access
14 Citations
3,847 Views
37 Pages

18 February 2026

Increasing energy demand, decarbonization commitments, and growing expectations for thermal comfort are driving the need for more adaptive and efficient climate control in residential buildings. This review synthesizes contemporary intelligent HVAC c...

(This article belongs to the Section Environmental Sciences)
  • Article
  • Open Access
114 Views
39 Pages

Edge AI Imitation of Event-Triggered Model Predictive Control for an Inverted Pendulum

  • Santiago Díaz-Romero,
  • Manuel Domínguez-Morales,
  • Antonio Rios-Navarro and
  • Alejandro Linares-Barranco

3 November 2026

Event-triggered model predictive control (MPC) updates the control input only when needed, but it still solves an optimization problem at every event, which on the studied cart–pole can exceed its 10 ms control period. We propose a compact mult...

(This article belongs to the Special Issue AI in Complex Engineering Systems)
  • Article
  • Open Access
6 Citations
1,234 Views
26 Pages

Quality Management for AI-Generated Self-Adaptive Resource Controllers

  • Claus Pahl,
  • Hamid R. Barzegar and
  • Nabil El Ioini

24 December 2025

Many complex systems requires the use of controllers to allow an automated, self-adaptive management of components and resources. Controllers are software components that observe a system, analyse its quality, and recommend and enact decisions to mai...

(This article belongs to the Special Issue Recent Developments in Machine Design, Automation and Robotics, Second Edition)

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