Control of Organic Rankine Cycle, a neuro-fuzzy approach

نویسندگان

چکیده

Undesirable emissions in internal combustion engines are of major concern due to their negative effect on the human health and global warming. Implementing an organic Rankine cycle (ORC) mobile applications can help mitigate by transferring some wasted heat into useful electrical or mechanical energy. Considering stringent regulations automobile industry ensuring safety equipment before implementing them vehicles is vital. In this study, a novel control approach proposed ensure safe operation Organic Cycle waste recovery (WHR) system stabilize its work output when subjected transient sources range from heavy-duty diesel engines. The strategy comprises neuro-fuzzy controller based inverse dynamics ORC superheating at evaporator outlet adjusting pump speed PI maintain expander regulating mass flow rate inlet. performance investigated with respect set-point tracking robustness tested presence noises. simulation results indicate enhancement combination feedforward feedback controllers technologies. scheme not only obtain satisfactory response under various loading conditions, but also achieve desirable disturbance rejection performance.

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

Adaptive PI Control of an Organic Rankine Cycle Power Plant

In this paper a PI based adaptive control system is developed to control an organic Rankine cycle power plant. In particular, the control of the turbine speed during the transient between the normal operation mode of the system (connected to the grid) and the islandmode (connected to a stand-alone load) is of main concern. A control algorithm suitable for the implementation on a programmable lo...

متن کامل

Selection of the optimum prime mover and the working fluid in a regenerative organic rankine cycle

A regenerative organic Rankine cycle (RORC) is modeled and optimized for the use of waste heat recovery from a prime mover (PM). Three PMs including, a diesel engine, a gas engine, and a microturbine are selected in this study. Four refrigerants including isobutane, R123, R134a, and R245fa are selected. The nominal capacity of the PM, PM operating partial load, turbine inlet pressure, condenser...

متن کامل

Development of a Low Temperature Geothermal Organic Rankine Cycle Standard

Low temperature geothermal systems are an abundant energy resource in New Zealand with over 260 sites with a resource temperature of 150°C and lower. The Organic Rankine Cycle (ORC) is the standard process for low temperature energy conversion with commercial ORCs utilizing temperatures as low as 90°C, with one site at Chena, Alaska (discussed below) utilizing temperatures as low as 74°C. The a...

متن کامل

Dynamic control strategy of a distillation system for a composition-adjustable organic Rankine cycle

Using zeotropic mixtures as working fluids can improve the thermal efficiency of Organic Rankine cycle (ORC) power plants for utilising geothermal energy. However, currently, such ORC systems cannot regulate the composition of zeotropic mixtures when their operating conditions change. A compositionadjustable ORC system could potentially improve the thermal efficiency by closely matching the cyc...

متن کامل

Suction Control of a Robotic Gripper: A Neuro-Fuzzy Approach

This paper discusses a fuzzy logic control system designed to determine, regulate and maintain the amount of suction needed by a robotic gripper system to perform reliable limp material manipulation. A neuro-fuzzy approach is followed to determine the amount of desired suction (depending on experimentally derived data and plant characteristics). A knowledge-based valve controller is then design...

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: Control Engineering Practice

سال: 2021

ISSN: ['1873-6939', '0967-0661']

DOI: https://doi.org/10.1016/j.conengprac.2021.104728