Mukhtar Adnan, Tiwari Pyare Mohan, Alotaibi Saud, Alzahrani Thabet, Namomsa Borchala, Ahmed Mahrous
Department of Electrical and Electronics Engineering, Amity School of Engineering and Technology, Amity University, Noida, Uttar Pradesh, India.
Electrical Engineering Department, College of Engineering, Shaqra University, Al Duwadimi, 11911, Riyadh, Saudi Arabia.
Sci Rep. 2025 Jan 2;15(1):57. doi: 10.1038/s41598-024-84088-7.
This article proposes a novel dual-loop control (DLC) method with a Tilt Integral Derivative (TID) Controller for output voltage regulation and inductor current regulation in a boost converter. The TID controller is designed with the aid of swarm inspired algorithms, particularly Artificial Bee Colony (ABC) and Salp Swarm Optimization (SSO). The TID Controller is a robust, and feedback type of controller and belongs to the family of fractional order controllers. This controller has several advantages, such as superior control over complex systems, improved disturbance rejection, enhanced robustness, and better transient response over conventional controllers, such as, PID. Due to the inherent instability and limited controllability, a boost converter may pose significant challenges, necessitating the use of sophisticated control methodologies. The DLC method being proposed comprises of an inner-loop for current regulation and an outer-loop for voltage regulation. The inner-loop comprises of a current sensor and a TID controller, which provide a fast transient response and overcurrent protection, while as the outer-loop comprises of a voltage sensor and a TID controller, which ensure a precise steady-state accuracy and output voltage regulation. The utilization of ABC and SSO techniques effectively address the specific challenges associated with boost converters, leading to enhanced stability and transient response. The proposed control method demonstrates efficacy through extensive simulation and experimental investigation under start-up response, step perturbations in external load, and reference voltage change. The experimentation is conducted on a laboratory prototype using dspace DS1104 control board with MPC8240 processor. The system demonstrates improved time domain specifications, with settling time of 10 ms and 6 ms during start-up, 5 ms and 4.5 ms, during load change, 6 ms and 4.5 ms during reference voltage change for output voltage and inductor current respectively under the action of SSO-based TID controller. This article presents the first documented application and development of ABC and SSO-optimized TID controllers. However, these algorithms have shown promise in other engineering applications, which suggests that they may be effective in optimizing output voltage and inductor current in boost converters as well. This research enhances the control of boost converters, making them more suitable for a range of applications in power supply, EVs, green energy systems, and battery charging.
本文提出了一种新颖的双环控制(DLC)方法,该方法采用倾斜积分微分(TID)控制器来调节升压变换器的输出电压和电感电流。TID控制器是借助群体启发算法设计的,特别是人工蜂群(ABC)算法和鹈鹕群优化(SSO)算法。TID控制器是一种鲁棒的反馈型控制器,属于分数阶控制器家族。该控制器具有多个优点,例如对复杂系统具有卓越的控制能力、改进的抗干扰能力、增强的鲁棒性以及相较于传统控制器(如PID控制器)更好的瞬态响应。由于升压变换器固有的不稳定性和有限的可控性,可能会带来重大挑战,因此需要使用复杂的控制方法。所提出的DLC方法包括用于电流调节的内环和用于电压调节的外环。内环由电流传感器和TID控制器组成,可提供快速瞬态响应和过流保护,而外环由电压传感器和TID控制器组成,可确保精确的稳态精度和输出电压调节。ABC和SSO技术的应用有效地解决了与升压变换器相关的特定挑战,从而提高了稳定性和瞬态响应。通过在启动响应、外部负载的阶跃扰动以及参考电压变化情况下进行广泛的仿真和实验研究,验证了所提出控制方法的有效性。实验是在一个使用带有MPC8240处理器的dspace DS1104控制板的实验室原型上进行的。在基于SSO的TID控制器作用下,系统在输出电压和电感电流方面展示了改进的时域指标,启动期间的调节时间分别为10毫秒和6毫秒,负载变化期间为5毫秒和4.5毫秒,参考电压变化期间为6毫秒和4.5毫秒。本文介绍了ABC和SSO优化的TID控制器的首次文献记载的应用和开发。然而,这些算法在其他工程应用中已显示出前景,这表明它们在优化升压变换器的输出电压和电感电流方面也可能有效。这项研究增强了对升压变换器的控制,使其更适合在电源、电动汽车、绿色能源系统和电池充电等一系列应用中使用。