This document presents a thermo-economic analysis of evaporative cooling technology applied to a gas turbine power plant located in the Niger Delta region of Nigeria. The analysis shows that reducing the plant inlet temperature by 2 degrees C through evaporative cooling could lead to an increase in power output of 2.02 MW and a rise in plant efficiency from 21.76% to 21.90%. Economically, the total savings from applying evaporative cooling were estimated to be over $211,000 in 2004 due to the additional power generated. However, the plant may not see an immediate profit due to relatively low overall power output, but greater fuel savings and profits are expected in the long run as power output increases.
ENERGY SAVINGS IN DOMESTIC REFRIGERATOR USING TWO THERMOELECTRIC MODULES& WAT...ijiert bestjournal
The study deals with hybrid refrigerator that combi nes thermoelectric (TER) and vapor compression refrigeration (VCR) and also entail exp erimental details of combined VCR & TER system. Objective is to configure hybrid refrig erator by introducing two Peltier modules (TER) in domestic refrigerator and to analyze compr essor cycles of conventional refrigerator with TER to increase energy efficiency of vapor com pression cycle. For this comparison of standalone VCR and Hybrid VCR+TER system is carried out. A Peltier module of size 4cm � 4cm � .4cm is introduced in the refrigerator cabinet & t he effect on energy efficiency in terms of trip time of compressor is recorded. The e ffect of Air cooled & Water cooled condenser with TER in different structures is also investigated. It is observed that by introducing thermoelectric effect,energy consumpti on of VCR is reduced by almost 10.92% annually,which accounts for 80 units per year. Thu s ultimately improving COP of the hybrid system with better control on temperature over the total run time.
Design of Heat Exchanger Network for VCM Distillation Unit Using Pinch Techno...IJERA Editor
In process industries, heat exchanger networks represent an important part of the plant structure. The purpose of the networks is to maximize heat recovery, thereby lowering the overall plant costs. In process industries, during operation of any heat exchanger network (HEN), the major aim is to focus on the best performance of the network As in present condition of fuel crises is one of the major problem faced by many country & industrial utility is majorly depend on this. There is technique called process integration which is used for integrate heat within loop so optimize the given process and minimize the heating load and cooling load .In the present study of heat integration on VCM (vinyl chloride monomer) distillation unit, Heat exchanger network (HEN) is designed by using Aspen energy analyzer V8.0 software. This software implements a methodology for HEN synthesis with the use of pinch technology. Several heat integration networks are designed with different ΔT min and total annualized cost compared to obtain the optimal design. The network with a ΔT min of 90C is the most optimal where the largest energy savings are obtained with the appropriate use of utilities (Save 15.3764% for hot utilities and 47.52% for cold utilities compared with the current plant configuration). Percentage reduction in total operating cost is 18.333%. From calculation Payback Period for new design is 3.15 year. This save could be done through a plant revamp, with the addition of two heat exchangers. This improvement are done in the process associated with this technique are not due to the use of advance unit operation, but to the generation of heat integration scheme. The Pinch Design Method can be employed to give good designs in rapid time and with minimum data.
ENERGY SAVINGS IN DOMESTIC REFRIGERATOR USING TWO THERMOELECTRIC MODULES& WAT...ijiert bestjournal
The study deals with hybrid refrigerator that combi nes thermoelectric (TER) and vapor compression refrigeration (VCR) and also entail exp erimental details of combined VCR & TER system. Objective is to configure hybrid refrig erator by introducing two Peltier modules (TER) in domestic refrigerator and to analyze compr essor cycles of conventional refrigerator with TER to increase energy efficiency of vapor com pression cycle. For this comparison of standalone VCR and Hybrid VCR+TER system is carried out. A Peltier module of size 4cm � 4cm � .4cm is introduced in the refrigerator cabinet & t he effect on energy efficiency in terms of trip time of compressor is recorded. The e ffect of Air cooled & Water cooled condenser with TER in different structures is also investigated. It is observed that by introducing thermoelectric effect,energy consumpti on of VCR is reduced by almost 10.92% annually,which accounts for 80 units per year. Thu s ultimately improving COP of the hybrid system with better control on temperature over the total run time.
Design of Heat Exchanger Network for VCM Distillation Unit Using Pinch Techno...IJERA Editor
In process industries, heat exchanger networks represent an important part of the plant structure. The purpose of the networks is to maximize heat recovery, thereby lowering the overall plant costs. In process industries, during operation of any heat exchanger network (HEN), the major aim is to focus on the best performance of the network As in present condition of fuel crises is one of the major problem faced by many country & industrial utility is majorly depend on this. There is technique called process integration which is used for integrate heat within loop so optimize the given process and minimize the heating load and cooling load .In the present study of heat integration on VCM (vinyl chloride monomer) distillation unit, Heat exchanger network (HEN) is designed by using Aspen energy analyzer V8.0 software. This software implements a methodology for HEN synthesis with the use of pinch technology. Several heat integration networks are designed with different ΔT min and total annualized cost compared to obtain the optimal design. The network with a ΔT min of 90C is the most optimal where the largest energy savings are obtained with the appropriate use of utilities (Save 15.3764% for hot utilities and 47.52% for cold utilities compared with the current plant configuration). Percentage reduction in total operating cost is 18.333%. From calculation Payback Period for new design is 3.15 year. This save could be done through a plant revamp, with the addition of two heat exchangers. This improvement are done in the process associated with this technique are not due to the use of advance unit operation, but to the generation of heat integration scheme. The Pinch Design Method can be employed to give good designs in rapid time and with minimum data.
Analysis of the Thermal Efficiency of Condensing Wall-Hung BoilerIJRES Journal
To analyze the impact of the outdoor temperature and humidity on thermal efficiency of the
condensing boiler, the experimental platform is set up based on the condensing boiler and low-temperature
radiantfloor heating system. Using the method of experiment, it’s measured that amount of natural gas, the
temperature of supply and return water, the outdoor temperature and humidity etc. The thermal efficiency is
calculated in different outdoor temperature and humidity. Also it is analyzed that the impact of that the change
of the outdoor temperature and humidity on thermal efficiency. The results show that, when the outdoor
temperature is 8~15℃ and humidity is 30%~70%RH, the impact of the outdoor humidity on thermal efficiency
is very poor. But the impact of outdoor temperature on thermal efficiency is more remarkable. Thermal
efficiency is the higher when the outdoor temperature is the higher.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
In this Thesis I will try to understand the concept associated with cooling towers and model a laboratory sized cooling tower in a software package called Engineering Equation Solver (EES). An example of system modelling is presented in this progress report, along with the comparison of a set of results with an experimental data from P.A Hilton Model H892 Bench top cooling tower with a maximum of 9% error. A user interface is also modelled to simulate off-design performance rather than conducting experiments. It also allows you to do additional scenarios that cannot be practically being done in lab,
like Relative humidity, etc.
Abstract The requirement of energy in any processing industry is not only a need but it is indeed a most wanted utility. In a typical processing or manufacturing industry the most common utility are steam and cooling water. However the cost of these utility are no longer cheap, in fact they are expensive. Therefore saving these utility or minimizing the usage of these utilities is one of the most needed practice in a processing industry. Pinch technology is the most common method, which is aimed at minimizing the requirement of utilities by maximizing the process to process heat transfer. In the present study temperature interval diagram or TID is used to identify the targets for minimum utility requirement and maximum process to process heat transfer in a processing facility. The targets for heat exchanger network are presented and minimization of number of heat exchangers are provided using stream splitting technique. Keywords: Pinch design, stream splitting, HEN synthesis, Utilities, TID
A study on the edm of al7075+3 wt%sic+3wt% b4c hybrid mmceSAT Journals
Abstract The objective of the project is to investigate the effect of current, pulse on time and pulse off time. For the proposed work Material removal rate (MRR) and Tool wear rate (TWR) were chosen as responses and Current, Pulse on time and pulse off time were chosen as process parameters. Hybrid Aluminium Silicon Carbide (Al 7075 + 3wt. % of SiCp+ 3wt. % of B4C) is used as work material and copper is used as tool material. Design of experiment technique is employed for the experimentation. The mathematical models are prepared by Response Surface Methodology (RSM) technique and Box Behnken Design (BBD) is selected to design the matrix for different combination of process parameters. After completion of the experiments analysis was done using analysis of variance (ANOVA) for 90% confidence level. Keywords: Current, Pulse on time, Pulse off time, Material removal rate (MRR), Tool wear rate (TWR), Design of experiments (DOE), Response surface methodology (RSM), Box-Behken design (BBD), Analysis of variance (ANOVA).
Analysis of the Thermal Efficiency of Condensing Wall-Hung BoilerIJRES Journal
To analyze the impact of the outdoor temperature and humidity on thermal efficiency of the
condensing boiler, the experimental platform is set up based on the condensing boiler and low-temperature
radiantfloor heating system. Using the method of experiment, it’s measured that amount of natural gas, the
temperature of supply and return water, the outdoor temperature and humidity etc. The thermal efficiency is
calculated in different outdoor temperature and humidity. Also it is analyzed that the impact of that the change
of the outdoor temperature and humidity on thermal efficiency. The results show that, when the outdoor
temperature is 8~15℃ and humidity is 30%~70%RH, the impact of the outdoor humidity on thermal efficiency
is very poor. But the impact of outdoor temperature on thermal efficiency is more remarkable. Thermal
efficiency is the higher when the outdoor temperature is the higher.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
In this Thesis I will try to understand the concept associated with cooling towers and model a laboratory sized cooling tower in a software package called Engineering Equation Solver (EES). An example of system modelling is presented in this progress report, along with the comparison of a set of results with an experimental data from P.A Hilton Model H892 Bench top cooling tower with a maximum of 9% error. A user interface is also modelled to simulate off-design performance rather than conducting experiments. It also allows you to do additional scenarios that cannot be practically being done in lab,
like Relative humidity, etc.
Abstract The requirement of energy in any processing industry is not only a need but it is indeed a most wanted utility. In a typical processing or manufacturing industry the most common utility are steam and cooling water. However the cost of these utility are no longer cheap, in fact they are expensive. Therefore saving these utility or minimizing the usage of these utilities is one of the most needed practice in a processing industry. Pinch technology is the most common method, which is aimed at minimizing the requirement of utilities by maximizing the process to process heat transfer. In the present study temperature interval diagram or TID is used to identify the targets for minimum utility requirement and maximum process to process heat transfer in a processing facility. The targets for heat exchanger network are presented and minimization of number of heat exchangers are provided using stream splitting technique. Keywords: Pinch design, stream splitting, HEN synthesis, Utilities, TID
A study on the edm of al7075+3 wt%sic+3wt% b4c hybrid mmceSAT Journals
Abstract The objective of the project is to investigate the effect of current, pulse on time and pulse off time. For the proposed work Material removal rate (MRR) and Tool wear rate (TWR) were chosen as responses and Current, Pulse on time and pulse off time were chosen as process parameters. Hybrid Aluminium Silicon Carbide (Al 7075 + 3wt. % of SiCp+ 3wt. % of B4C) is used as work material and copper is used as tool material. Design of experiment technique is employed for the experimentation. The mathematical models are prepared by Response Surface Methodology (RSM) technique and Box Behnken Design (BBD) is selected to design the matrix for different combination of process parameters. After completion of the experiments analysis was done using analysis of variance (ANOVA) for 90% confidence level. Keywords: Current, Pulse on time, Pulse off time, Material removal rate (MRR), Tool wear rate (TWR), Design of experiments (DOE), Response surface methodology (RSM), Box-Behken design (BBD), Analysis of variance (ANOVA).
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Thermal analysis of cooling effect on gas turbine bladeeSAT Journals
Abstract Performance of a gas turbine is mainly depends on various parameters e.g. ambient temperature, compressor pressure ratio, turbine inlet temperature etc. The most important parameter to increase the life of the turbine blade is the cooling of the blade, which is necessary after reaching a certain temperature of the gases passing through the blades. Various types of cooling models are available for a turbine blade cooling. The power output of a gas turbine depends on the mass flow rate through it. This is precisely the reason why on hot days, when air is less dense, power output falls off. This paper is to analyze the film cooling technique that was developed to cool gases in the initial stages of the turbine blades, where temperature is very high (>1122 K). It is found that the thermal efficiency of a cooled gas turbine is less as compare to the uncooled gas turbine for the same input conditions. The reason is that the temperature at the inlet of the turbine is decreased due to cooling and the work produced by the turbine is slightly decreased. It is also found that the power consumption of the cool inlet air is of considerable concern since it decreases the net power output of gas turbine. In addition, net power decreases on increasing the overall pressure ratio. Furthermore, the reviewed works revealed that the efficiency of the cooled gas turbine largely depends on the inlet temperature of the turbine and previous research said that the temperature above 1123K, require cooling of the blade. Keywords: Gas turbine, Turbine blade cooling, film cooling technique, Thermal Efficiency
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Performance Enhancement of an Air Conditioner with Condensate Mist Cooled Con...IJMTST Journal
This paper presents a simple and efficient methodology to design a household (and can also be used for
commercial air conditioning purposes) air conditioner, predicts the performance of air conditioning unit and
how the thermal performance can be improved, when the water mist system is coupled with the air cooled
conditioner as a pre-cool for condenser inlet air to increase the cooling capacity, and decrease the compressor
power consumption. Inputs for formulation include inlet air DBT and humidity ratio, air velocity, water
temperature and flow rate, and geometrical properties of evaporative medium. Generally air conditioning
units are used for small and medium scale residential buildings and the large units are used for the
commercial purposes. Therefore, more energy efficiency and lower cost are needed along with reliable control
for the air conditioning units. The influence of condenser and evaporator inlet air temperatures on the cooling
capacity and power consumption has been investigated and presented. It has been found that due to the
coupling of water mist with air cooled condenser, the cooling capacity of the air-cooled,air conditioner can be
increased up to 17.5%, and the compressor power consumption can be reduced up to 15.5%. Thus, it is
concluded that the application of water mist condenser, inlet air pre-cooling could increase the COP by up to
37%, especially when the ambient relative humidity is low[10].
Effect of Combustion Air Pre-Heating In Carbon Monoxide Emission in Diesel Fi...IJERA Editor
This paper describes the effect of combustion air pre- heating in Diesel fired heat Treatment Furnace. The main
heat treatment processes are Normalizing, Tempering, Hardening, Annealing, Solution Annealing and Stress
Relieving. The emission of carbon monoxide is measured with combustion air pre-heating and without preheating.
The results are then compared and it is found that the emission of CO is reduced by 29.12%. With the
Combustion air pre-heating a considerable reduction in Specific Furnace Fuel Consumption (SFFC) is obtained.
The test was caaried out at Peekay Steels Casting (P) ltd, Nallalam, Calicut.
General Terms: Heat Treatment Furnace
ER Publication,
IJETR, IJMCTR,
Journals,
International Journals,
High Impact Journals,
Monthly Journal,
Good quality Journals,
Research,
Research Papers,
Research Article,
Free Journals, Open access Journals,
erpublication.org,
Engineering Journal,
Science Journals,
Cement Industry is under increasing pressure to become more profitable. Globally, there is overcapacity of production. To be competitive, Production Units need to optimize operations to the maximum possible level so as to lower overall operating costs with/without having to make major capital investments.
We proposed to reduce the energy consumption on the air conditioning system in AFGRE facilities (Al Futtaim Real Estate)
We selected the engineering room's office as the AES test site located in the site management offices of Dubai Festival City.
The test was conducted for two days and 8 hours each day.
The AC ran without AES as a normal situation during the first days. However, the AES was connected to AC in the following days to control and optimize the operations.
Also, we have collected some data like the room temperature (electronic thermometer), the temperature targeted (AC), and the room temperature shown on the remote control to keep the same environmental situation during the test.
An air conditioner acclimatizes every room in the site office.
We demonstrated the AES's performance, achieving an energy saving of 20%.
WASTE HEAT RECOVERY TO INCREASE BOILER EFFICIENCY USING BAGASSE AS FUEL IAEME Publication
Many industrial heating processes generate waste energy in textile industry; especially exhaust gas from the boiler at the same time reducing global warming. Waste heat found in the
exhaust gas can be used to preheat the incoming gas. This is one of the basic methods for recovery of waste heat. Therefore, this article will present a study the way to recovery heat waste from boiler exhaust gas by mean of shell and tube heat exchanger.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
I05325969
1. IOSR Journal of Engineering (IOSRJEN) www.iosrjen.org
ISSN (e): 2250-3021, ISSN (p): 2278-8719
Vol. 05, Issue 03 (March. 2015), ||V2|| PP 59-69
International organization of Scientific Research 59 | P a g e
Thermo-Economic Analysis of Evaporative Cooling in a Gas
Turbine Plant in Niger Delta, Nigeria
Robert Poku, Ezenwa A.Ogbonnaya, Tokoni W. Oyinki
Department of Mechanical/Marine Engineering
Niger Delta University, P. M. B. 071, Wilberforce Island
Bayelsa State, Nigeria
Abstract: - Gas Turbine power plants are widely applied for power generation in Nigeria. Due to the
geographical location of Nigeria, the international organization for standardization, ISO conditions of 15o
C and
relative humidity of 60% for an ideal GT operation rarely occur. This variance of the environmental temperature
results to drop in thermal efficiency and power output of the power plants. One of the most important ways of
improving the performance of GT is the application of GT inlet cooling technology where the temperature of the
air entering the compressor is brought lower than the prevailing ambient temperature. This paper, therefore,
presents the results of the study of the thermal analysis and the economic benefits derived from the
incorporation of an evaporative cooling technique in a Rolls Royce, Industrial Olympus-SK 30 GT plant located
at Imiringi, Southern Nigeria. Data generated from the power station were used for both the thermal and
economic analysis. The analysis shows that reducing the plant inlet temperature by 2o
C could lead to power gain
of 2.02MW and increase of plant efficiency from 21.76% to 21.90%. The economic analysis also indicates that
the total saving resulting from the application of the evaporative cooling depends on the power gained which is
evident in the years 2004 when the power gain was 2.02MW with total saving resulting from cooling of
US$21136.76 . However, in terms of the net profit and the fuel saving per annum, the plant seems to show a loss
in profit owing to the low power being generated by it but the economic viability would be seen in the long run
with the fact that the higher the power output, the greater the fuel saving per annum.
Keywords: Power Gained, Thermal Efficiency, Dry Bulb Temperature, Evaporative Cooling, Net Profit, Total
Saving, Gas Turbine, Psychometric Chart
NOMENCLATURE: Cpa = Specific Heat Capacity (kJ/kgK),thermal=Thermal Efficiency, WN = Turbine
NetWork (kJ/kg), rp = Pressure ratio, Wc = Compressor Work (kJ/kg), k = Isentropic index, SFR = Specific
Fuel Ratio (kg/KWh)
p = Pressure (bar), 𝜂𝑐𝑠 =Isentropic Efficiency of Compressor(kJ/kg), T = Temperature (0
C), T3= Temperature
after Cooling, Cpg = Specific heat Capacity of the Gas (kJ/kgK), Qadd = Heat Added (kJ/kg), ma = Mass of the
Air (kg/s), GT= Gas Turbine, mg = Mass of the Gas (kg/s), GT = GAS Turbine, Cpa = Specific heat Capacity of
the air(kJ/kgK), 𝜌 𝑤 =Water Density (kg/m3
),ΔP = Power Gained, m = Mechanical Transmission Efficiency, 𝓔=
Cooler Effectiveness, 𝑝𝑎 =Air Density (kg/m3
)
LHV = Lower Calorific Value (kJ/kg), AFR = Air Fuel Ratio, 1= Plant Efficiency before Cooling, w1 and w2 =
Humidity Ratios, 2= Plant Efficiency after Cooling, Tb2= Dry Bulb Temperature before Cooling, Tw2= Wet
Bulb Temperature (o
C)
I. INTRODUCTION
The Niger Delta area of Nigeria consists of nine states of the federation that span the South and the
fringes of the South-West and South-East of Nigeria. The states are Rivers, Bayelsa, Edo, Delta, Akwa Ibom,
Cross Rivers, Ondo, Imo and Abia [1]. The states which experience the equatorial temperature of 25o
C to 28o
C
and relative humidity of 70 to 90% are in the Southern coastal area of the country [2]. Among the different kinds
of power plants, the most widely used source of electricity in this area is the GT plant. This is due to feature low
capital cost to power ratio, high flexibility, high reliability without complexity, compactness, early
commissioning and commercial operation and fast starting–accelerating and quick shut down. The GT is further
recognized for its good environmental performance, manifested in the low environmental pollution [3]. GT
plants depend on air to operate. Therefore, rise in air density leads to an increase GT output as air density is
influenced by ambient temperature [4], [5].
Nonetheless, as a consequence of the geographical location of the Niger Delta area, the air conditions
required for the plant operation vary considerably from the ISO conditions which are temperature of 15°C and
relative humidity of 60% [5]. This difference largely affects the output of the plant such as the thermal
efficiency, turbine net work, fuel consumption. The reason is that the power output is inversely proportional to
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ambient temperature [6]. Kakaras [7] reported that the GT power output and efficiency are strong functions of
the ambient air temperature. [8] in a study on micro GT plants showed that when the ambient air temperature
went up, the electrical efficiency decreased. Depending on the GT type, power output is reduced by a percentage
between 5 to 10 percent of the ISO-rated power out for every 10K increase in ambient air temperature. At the
same time the specific heat consumption increases by a percentage between 1.5 and 4 percent [9]. It is shown
that a temperature drop leads to an increase in the density of air and accordingly improved air mass flow rate.
This further leads to rise in GT power output and efficiency of about 0.7% per o
C for heavy duty GT. Ameri
[10], reported that in a 16.6 MW GT when the ambient temperature decreases from 34.2o
C to ISO-rated
condition, the average output power can be increased by as much as 11.3 per cent. He also indicated that for
each 1o
C increase in ambient air temperature, the power output will decrease by 0.74 percent and [11] stated that
for every o
C rise in ambient temperature above ISO conditions, there is a loss of 0.55 per cent of the GT rated
power. Alhazmy [12], in a separate work also affirmed an average power output increment of 0.57 per cent for
each 1o
C drop in inlet temperature.
In the search for efficient and optimum performance of GT plants, a number of research works have
compared different types of inlet air cooling. Some of these are: evaporative cooling, fogging, mechanical
refrigeration (direct and indirect), mechanical refrigeration with ice storage, mechanical refrigeration with
chilled water storage, single stage lithium bromide absorption chiller and two stage lithium bromide absorption
chiller. In all of these techniques, the objective is to reduce inlet temperatures and the result is the subsequent
increase in the plant performance [4], [6].
Performance evaluation and economic analysis of a GT plant in terms of power outage cost due to
system downtime in Nigeria was studied by [3] for a period of 2001-2010 and it was illustrated that retrofitting
an inlet cooler can lead to GT improve performance and measures for enhancing the performance indices were
also suggested as training of operation and maintenance (O & M) personnel regularly, improvement in O & M
practices, proper spear parts inventory and improvement in general housekeeping of the plant.
Among the benefits of inlet air cooling other than enhancing the performance of GT plants are
reduction of poisonous/dangerous exhaust effluents such as COx, SOx, NOx and the economic benefit of it as
less fuel is burnt which ultimately reflects on electricity tariffs [13]. A sure way of reducing COx and SOx
generation into the atmosphere is to reduce the quantity of fuel burnt [6] and one of the ways of achieving this is
reduced compressor inlet temperature [14], [15]. Numerous researches have been carried out on the effects of
inlet cooling on the performance of GT plants. However, the economic advantage of incorporating the
evaporative technique is one area that deserves a deeper understanding. This paper, therefore, seeks to take an
in-depth study of the thermodynamic advantages and the economic benefits of a GT plant fitted with an
evaporative cooling which is operating in a tropical region like Nigeria and then make a comparison with the
data generated from a GT plant that is not fitted with an inlet temperature cooler and operating in the same
region where all conditions applied to both plants. The type of GT plants being considered is shown as fig. 1.
And it is made up of the inlet air filter (AF), evaporative cooler (CS), compressor (C), Combustor (CC) and a
turbine (T).
Fig. 1. Schematic of the Gas Turbine Plant with Evaporative Cooler
The evaporative cooling is the most common of all known combustion turbine inlet air cooling systems
(CTIACs) owing to its numerous merits such as lowest capital cost, lowest operation and maintenance cost. The
water used for the operation could be applied raw. It serves as an air washer and cleans the compressor inlet air,
and the delivery. The other advantages are that the installation time is also faster than all other techniques and its
TC
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ability to reduce NOx emission by 0.8-1.5% per °C of cooling [16]. However, [17] shows that the amount of
water required for evaporative cooling depends on the inlet air flow, temperature, pressure and humidity of the
ambient air, the hardness of the water, degree of cooling required and turbine mass flow rate. Fig 2. shows the
working of the evaporative cooling techniques. A tank located at the bottom of the GT unit is used to store
water. The water is pumped in through a header at the top of the media, sprays on an inverted half-pipe and as
warm inlet filtered air passes through the saturated wetted media, part of the water gains latent heat, evaporates
and the air loses sensible heat and its dry bulb temperature decreases with consequent increase in the air mass
density. Excess water that does not evaporate is channeled downward to the tank situated below, so as not to be
carried along with the cooled air. The water level is maintained by a valve that allows in water to make up for
the losses. The cooled air then passes through the integral mist eliminator, where leftover water droplets are
eliminated. This results to higher mass flow of air that goes into the compressor and gives the turbine higher
output [6].
The water needed for the cooling is always available since there is abundance of water in the Niger
Delta area where the plant is operating. More so, the quality of water is good as it is neither seawater nor
brackish water with calcium hardness of 70 ppm which again is within the 50–150 ppm range of Calcium
hardness (CaCO3) recommended for evaporative cooling [18]. Service water pumps supply water from the
flowing River which is very close to the plant into the tank at the bottom of the GT module.
Fig. 2. Schematic drawing of the evaporative cooling process [6]
II. MATERIALS AND METHODS
For a GT plant operating in a Brayton’s cycle, the output power is the difference in the turbine work
and the compressor work. Therefore, the net work of the turbine depends to a large extent on the compressor
output. More so, the power consumed in the compressor is directly proportional to the inlet temperature. This
means that, if the compressor inlet temperature is made lower and the mass density of air taken into the turbine
is increased, it will in turn affect the plant performance [19]. For this very importance role that turbine inlet air
plays, it becomes pertinent to study the plant operating environment.
The data for this study were obtained from an operational Rolls Royce, Industrial Olympus-SK 30 GT
plant located at Imiringi, Bayelsa State, Nigeria. The plant is the major source of electricity in the State. The
parameters used for this work were generated from the logsheet over a period of seven years. However, where
certain data could not be sourced, standard thermodynamic values were used. In order to make the data
workable, statistic was used to arrive at the values used for the studies. This was done by calculating the average
of the daily, weekly, monthly and then yearly readings of the GT. These procedures were repeated for the years
covered by this work. Ultimately, the averages of the seven years values were computed.
Modeling and simulation of each of the plant component were done. Performance of the plant without
an evaporative cooling and the one that incorporates evaporative cooling system were investigated and
tabulated. The result of the two systems were thereafter studied, compared and used in the computation of the
values used for the economic analysis..
In order to arrive at a better understanding of this work, thermodynamic equations were derived and used for
subsequent calculations. The reasons for deriving the thermodynamic equations are the thermal efficiency and
its relationship with parameters such as the temperatures and pressures ratios. The working fluid passing
through the compressor is air and is taken to be ideal gas while the working fluid through the turbine is the flue
gas from the combustion chamber.
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2.1 THERMODYNAMIC MODELLING OF THE GAS TURBINE PLANT
Industrial Olympus-SK 30 GT plant is the major source of electricity in Bayelsa State, Nigeria. The
plant, as in any other GT is made up of compressor, combustion chamber and the turbine. The compressor takes
in air from the atmosphere, compresses it to a higher temperature and pressure which is then sent to the
combustor and the products of combustion are expanded in the turbine [14].
The compression, 3-4 process in the compressor is:
𝑇4
𝑇3 =
𝑃4
𝑃3 = 𝑟𝑝
𝑘−1
𝑘
𝑇4 = 𝑇3 𝑟𝑝
𝑘−1
𝑘
1
The expansion process, 5-6:
𝑇5
𝑇6
=
𝑃5
𝑃6
= 𝑟𝑝
𝑘−1
𝑘
For isentropic expansion process,
𝑇6𝑠
𝑇5
=
𝑃6
𝑃5
𝑘−1
𝑘
𝑇5 = 𝑇6 𝑟𝑝
𝑘−1
𝑘
2
The compressor work of the system is:
𝑊𝑐 = 𝑚 𝑎 𝑐 𝑝 𝑇4 − 𝑇3
Substituting equation 1 for 𝑇4 above gives,
𝑊𝑐 = 𝑚 𝑎 𝑐 𝑝𝑎 𝑇3 𝑟𝑝
𝑘−1
𝑘 − 1 3
Also, the turbine work of the plant is:
𝑊𝑡 = 𝑚 𝑔 𝑐 𝑝𝑔 𝑇5 − 𝑇6
Substituting equation 2 for 𝑇5 gives,
𝑊𝑡 = 𝑚 𝑔 𝑐 𝑝𝑔 𝑇6 𝑟𝑝
𝑘−1
𝑘 − 1 4
The isentropic efficiency of the compressor is:
𝜂 𝑐𝑠 =
𝐼𝑠𝑒𝑛𝑡𝑟𝑜𝑝𝑖𝑐 𝑤𝑜𝑟𝑘
𝐴𝑐𝑡𝑢𝑎𝑙 𝑤𝑜𝑟𝑘
𝜂 𝑐𝑠 =
𝑇4
′ −𝑇3
𝑇4−𝑇3
For an isentropic compression process,
𝑇4𝑠
𝑇3
=
𝑃4
𝑃3
𝑘−1
𝑘
The isentropic efficiency of the turbine is
𝜂𝑡𝑠 =
𝐴𝑐𝑡𝑢𝑎𝑙 𝑤𝑜𝑟𝑘
𝐼𝑠𝑒𝑛𝑡𝑟𝑜𝑝𝑖𝑐 𝑤𝑜𝑟𝑘
𝜂𝑡𝑠 =
𝑇5−𝑇6
𝑇5−𝑇6𝑠
Therefore, the actual work required to drive the compressor becomes:
𝑊𝑐 =
𝑚 𝑎 𝑐 𝑝𝑎 𝑇3
𝜂 𝑚 𝜂 𝑐𝑠
𝑃4
𝑃3
𝑘−1
𝑘
− 1 5
Also, the actual turbine work is therefore,
𝑊𝑡 = 𝑚 𝑔 𝑐 𝑝𝑔 𝑇5 𝜂𝑡 1 −
1
𝑃5
𝑃6
𝑘−1
𝑘
6
The net power from the GT plant is
𝑊𝑁 = 𝑊𝑡 − 𝑊𝑐 7
Heat supplied by the fuel in the combustion chamber is:
𝑄 𝑎𝑑𝑑 = 𝑚 𝑎 𝑐 𝑝𝑔 𝑇5 − 𝑇4 8
The thermal efficiency of the plant is determined as:
𝜂𝑡𝑒𝑟𝑚 =
𝑊 𝑁
𝑄 𝑎𝑑𝑑
9
Fig. 3 is a psychometric chart explaining the actual cooling process. The average relative humidity and
the ambient temperature, 𝑇𝑏2 for Niger Delta areas of Nigeria were taken to be 74.12% and 26.9°C respectively.
So, while the air passes through the cooling media which is already wet with water, the air relative humidity
increases and that results to decrease in the dry bulb temperature. The line B-C on the psychometric chart
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represents the cooling process. The wet bulb temperature, Tw2 (indicated A) in fig. 3, is obtained as the
horizontal line to the right of the Psychometric chart.
Fig. 3: Psychometric chart showing cooling from Tb2 to T3
The compressor inlet air temperature after the cooling is given by:
𝑻 𝟑 = 𝑻𝒃 𝟐 − 𝓔 𝑻𝒃 𝟐 − 𝑻𝒘 𝟐 10
It is believed that the integral mist eliminator has removed any water that would have been taken along with the
inlet air to the compressor. Therefore, water carry-over in the cooled air is neglected [6].
The rate of water evaporation is expressed by the relation:
𝐸 =
𝑉 𝑤2 − 𝑤1 𝑝𝑎
𝜌 𝑤
𝑚3
𝑠 11
The blow down ratio is as shown in the ordinate of the water hardness curve in fig. 4. Therefore, the blow down
rate can be obtained from the expression in equation 12.
Fig.4: Hardness as CaCO3 in feed water against blow-down ratio [18]
𝐵𝑙𝑜𝑤 𝑑𝑜𝑤𝑛 𝑟𝑎𝑡𝑖𝑜 =
𝑡𝑒 𝑏𝑙𝑜𝑤 𝑑𝑜𝑤𝑛 𝑟𝑎𝑡𝑒
𝑒𝑣𝑎𝑝𝑜𝑟𝑎𝑡𝑖𝑜𝑛 𝑟𝑎𝑡𝑒
=
𝐵
𝐸
12
Fig. 4 is a graph depicting the variations in the feed water hardness with the blow down ratio. Having considered
feed water hardness of 70 ppm. Trace from the 70 ppm vertically upward to the curve and then locate the
corresponding value of blow down ratio. The blow down rate is obtained as:
𝐵 = 0.6𝐸 13
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The total water consumed in the evaporating cooling (QT) is equal to the sum of the water evaporation rate and
the blow down rate and this is expressed as:
𝑄 𝑇 = 𝐸 + 𝐵 14
Since the water carried-over with the cooled air was neglected, 𝑄 𝑇 is also equal to the water needed to make up
for the losses. The quantity of calcium salt, 70 ppm is small and therefore the water is considered soft and good
to be used for the evaporation and as a result, the cost for the water treatment is not considered.
Power gained (saved) as a result of the inlet cooling is expressed as:
∆𝑃 = 𝑃2 − 𝑃1 15
2.2 ECONOMIC ANALYSIS FOR THE EVAPORATIVE COOLER IN GT
One essence of engineering is economic. The design and choice of plants must be economical and
should show an adequate return on investment [20]. To carry out the economic analysis, it is believed that the
evaporative cooler reduces the ambient and dry bulb temperatures from Tb2 to T3.
Therefore, according to [21], [22], the Fuel Savings Per Annum (FSPA) is given by the relation:
𝐹𝑆𝑃𝐴 =
1
ᶯ1
−
1
ᶯ2
× 𝑃2 × 𝑂 ×
𝐿𝑜𝑎𝑑 𝑓𝑎𝑐𝑡𝑜𝑟
𝐿𝐻𝑉
×
𝐶𝑜𝑠𝑡 𝑜𝑓 𝑓𝑢𝑒𝑙
𝑚𝑎𝑠𝑠 𝑝𝑒𝑟 𝑡𝑒𝑟𝑚
16
Power cost savings (Cp) for a year according to [21] is:
∆𝑃 × 𝑂 × 𝑢𝑛𝑖𝑡 𝑐𝑜𝑠𝑡 𝑜𝑓 𝑒𝑛𝑒𝑟𝑔𝑦 𝑔𝑒𝑛𝑒𝑟𝑎𝑡𝑒𝑑 17
The total savings resulting from the evaporative cooling (Cs) is:
𝐹𝑆𝑃𝐴 + 𝑃𝑜𝑤𝑒𝑟 𝑠𝑎𝑣𝑖𝑛𝑔 𝑐𝑜𝑠𝑡 18
Operation and maintenance (O&M) cost is taken as 8% per annum of capital cost. The total cost (Ct) therefore,
is expressed as:
𝑇𝑜𝑡𝑎𝑙 𝑐𝑜𝑠𝑡 = 𝑐𝑎𝑝𝑖𝑡𝑎𝑙 𝑐𝑜𝑠𝑡 + 𝑂&𝑀 𝑐𝑜𝑠𝑡 19
The specific heat capacity of moist air according to [23] can be calculated from:
𝐶𝑝𝑚𝑎 = 𝐶𝑝𝑎 + 𝑊𝐶𝑝𝑠 20
The net profit (Np) for installing the evaporative cooling is then expressed as:
𝑇𝑜𝑡𝑎𝑙 𝑠𝑎𝑣𝑖𝑛𝑔𝑠 𝑓𝑟𝑜𝑚 𝑡𝑒 𝑐𝑜𝑜𝑙𝑖𝑛𝑔 − 𝑇𝑜𝑡𝑎𝑙 𝑐𝑜𝑠𝑡 21
The cooling heat (Qc) required is given by the expression:
𝑄𝑐 = 𝑚 𝑎 × 𝐶𝑝𝑚𝑎 𝑇3 − 𝑇𝑏2 22
The capital cost (Cc) for incorporating the cooling system [21] is:
𝐶𝑎𝑝𝑖𝑡𝑎𝑙 𝑐𝑜𝑠𝑡 = 𝑄𝑐 × 𝑢𝑛𝑖𝑡 𝑐𝑎𝑝𝑖𝑡𝑎𝑙 𝑐𝑜𝑠𝑡 23
III. RESULTS AND DISCUSSION
The parameters used for this study are the ambient temperature, turbine compressor inlet temperature
from the evaporative cooler, fuel savings per annum, the total savings resulting from employing evaporative
cooling, net profit for installing an inlet cooler, power gained and the thermal efficiencies of the plant calculated
in the periods under study. Table 1 shows the summarized data with respect to the plant components used for the
compilation of tables 2 and 3 respectively.
Table 1. Summary of overall average of the working parameters (from 2002 to 2008) [6].
Components Parameters Units Values From
Logsheet
Compressor Inlet Temperature, T3
Outlet Temperature, T4
Inlet Pressure, P3
Outlet Pressure, P4
Mass flow rate, ma
Isentropic Efficiency compressor,
𝜂 𝑐𝑠
Cooler Efficiency, 𝜀
K
K
Bar
Bar
Kg/s
%
%
300.05
509.08
1.013
6.43
82.14
0.85
0.90
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Combustion Chamber Inlet Temperature, T4
Maximum Temperature, T5
Inlet Pressure, P4
Outlet Pressure, P5
Mass flow rate of fuel, mg
K
K
Bar
Bar
Kg/s
509.08
1055.40
6.43
6.30
3.05
Turbine Inlet Temperature, T5
Outlet Temperature, T6
Inlet Pressure, P5
Outlet Pressure, P6
Mass flow rate, mg
Isentropic Efficieny of Turbine, 𝜂𝑡𝑠
K
K
Bar
Bar
Kg/s
%
1055.40
668
6.30
1.013
85.19
0.87
Exhaust Exhaust gases temperature, T6
Exhaust gases pressure, P6
Mass flow rate, mg
K
Bar
Kg/s
688
1.013
85.19
Others Load factor
Cost of fuel
Lower Heating Value, LHV
%
$/kg
MJ/kg
62.14
1.934/22.10
47.14
Table 2 shows the performance of the plant without the evaporative cooler. The parameters in this table are
obtained with the application of the equations derived in the thermodynamic modeling and the values in table 1.
Table 2:Turbine parameters before compressor inlet air cooling
YEAR Tb2(K) T4(K)
Wc(KJ/k
g)
Wt(KJ/
kg)
AFR
SFC(kg/
KWhr)
Qadd(KJ/k
g
P1(MW
)
η1(%)
2002 300.05 509.39 250.03 386.30 75.27 0.351 626.26 136.27 21.76
2003 300.55 510.24 250.45 386.30 75.39 0.351 625.29 135.85 21.73
2004 301.05 511.09 250.86 386.30 75.51 0.352 624.32 135.44 21.69
2005 301.55 511.94 251.28 386.30 75.63 0.356 623.34 135.02 21.66
2006 302.05 512.79 251.70 386.30 75.74 0.353 622.37 134.60 21.63
2007 302.55 513.64 252.11 386.30 75.86 0.354 621.40 134.19 21.59
2008 303.05 514.49 252.53 386.30 75.98 0.354 620.42 133.77 21.56
The parameters in table 3 were generated after the compressor inlet air has been made to pass through the
evaporative cooling process. The important difference in the tables 2 and 3 as can be seen from a close
observation is that Tb2, P1 and η1 in table 2 are the ambient air temperature that goes into the turbine and the
resulting power and thermal efficiency respectively. Whereas in table 3, although Tb2 represents the ambient air
temperature, T3 is the actual air inlet temperature that goes into the compressor after the air from the
evaporative cooler has been cooled and therefore, the consequent power and thermal efficiency are P2 and η2.
Table 3:Turbine parameters after compressor inlet air cooling
YEAR Tb2 T3 T4 Wc Wt AFR SFC Qadd P2 η2
2002 300.05 297.62 504.97 248.01 386.30 74.67 0.349 631.34 138.29 21.90
2003 300.55 298.39 506.28 248.65 386.30 74.85 0.349 629.84 137.65 21.86
2004 301.05 298.62 506.67 248.84 386.30 74.90 0.350 629.39 137.46 21.84
2005 301.55 299.44 508.06 249.52 386.30 75.09 0.351 627.80 136.78 21.79
2006 302.05 299.67 508.45 249.72 386.30 75.14 0.351 627.35 136.58 21.77
2007 302.55 300.44 509.76 250.36 386.30 75.32 0.352 625.85 135.94 21.72
2008 303.05 301.03 510.76 250.85 386.30 75.46 0.352 624.70 135.45 21.68
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3.1 TURBINE PARAMETERS IMPROVEMENT
Increase efficiency with decrease compressor inlet temperature is clearly demonstrated in fig. 6. The
least ambient temperature of 300.05 K recorded is in the year 2002 and this gave the greatest efficiency of
21.76%. In comparing fig. 6 with fig. 7. it can be seen that the turbine efficiency can be made to improve by
reducing the compressor inlet temperature.
This was proved when the inlet temperature was brought down to 297.62 K with a resultant increase in
efficiency to 21.90%.
Fig. 6: Thermal Efficiency versus Ambient Temperature, (K) Before Cooling
Fig. 7: Thermal Efficiency versus Ambient Temperature, (K) After Cooling
The effects of the variations of ambient temperatures and the power outputs of a GT plant are illustrated in
figures 8 and 9. Both figure 8 and figure 9 show the fact that the lower the environmental temperature, the
higher the power output. A thorough observation of fig. 9 shows that temperature reduction of 2o
C can result to
an increase in power output of 2.02MW.
21.55
21.6
21.65
21.7
21.75
21.8
299.5 300 300.5 301 301.5 302 302.5 303 303.5
ThermalEfficiency
AmbientTemperature(K)
21.65
21.7
21.75
21.8
21.85
21.9
21.95
297 297.5 298 298.5 299 299.5 300 300.5 301 301.5
ThermalEfficiency(%)
Temperature(K)
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Fig. 8: Power Output versus Ambient Temperature, (K) After Cooling
Fig. 9: Power Output versus Ambient Temperature, (K) After Cooling
3.2 ECONOMIC ANALYSIS
The results of the values obtained for the purpose of analysis of the economic benefits of employing the inlet
cooling are shown in table 4 which was generated from the values in tables 1, 2 and 3 with the application of
relevant equations derived earlier.
Table 4:Summary of economic analysis
YEAR FSPA Cp Cs Qc Cc O & M Ct Np ΔP Qh
2002 204.56 15061.00 15265.74 346.01 79582.30 6366.58 85948.88 -70757.90 2.02 5849
2003 189.66 17937.45 18127.11 307.56 70739.35 5659.15 76398.50 -58271.39 1.80 6966
2004 219.10 20917.65 21136.75 346.00 79581.77 6366.54 85948.33 -64811.60 2.02 7253
2005 189.68 19786.30 19975.98 300.44 69101.87 5528.15 74630.00 -54654.04 1.76 7684
2006 204.42 17787.28 17991.70 338.90 77944.40 6235.54 84179.94 -66188.24 1.98 6396
2007 189.70 10790.50 10980.20 300.44 69101.87 5528.15 74630.00 -63649.80 1.75 7483
2008 175.02 17985.45 18160.50 287.63 66154.40 5292.35 71446.75 -53286.25 2.17 7592
133.5
134
134.5
135
135.5
136
136.5
299.5 300 300.5 301 301.5 302 302.5 303 303.5
PowerOutput,MW
Temperature,K
135
135.5
136
136.5
137
137.5
138
138.5
297 297.5 298 298.5 299 299.5 300 300.5 301 301.5
PowerOutput,MW
Temperature,K
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3.2.1 Fuel Saving per Annum (FSPA)
Table 4 is a summary of the values of the economic analysis of the GT plant in the seven years covered
in this research. The FSPA as illustrated in equation 16 depended on the efficiency difference and to a great
extent on the power output of the plant. It therefore implies that the wider the efficiency difference and greater
the power output, the higher the FSPA. This again can be seen in the year 2002 where the two efficiencies are
21.76% and 21.90% with power gained as 2.02MW The FSPA values as seen in table are small, this is due to
the low power generated by the GT mainly owing to the fact that the plant was meant to serve relatively smaller
population. Significant FSPA can be obtained in higher power GT plants.
3.2.2 Total Savings for Cooling (Cs)
This is the sum of FSPA and the power cost saving. The power cost saving is generated from the
products of the power gained (ΔP), operational hours (Qh) and the unit cost of energy generated (US$10.30).
The total savings for cooling is a function of the operational hours. This is due to the unit cost of energy
generated, the longer the operational hours the more fund that will be generated. However, it also depends on
the increase in power output caused by employing the cooling medium.
3.2.3 Capital Cost (Cc)
The cooling heat (Qc) required by the evaporative cooling is an important requirements in the
estimation of the capital cost of installing an inlet cooler. As can be seen in table 4, the higher the cooling heat
the larger the capital cost as the greatest cooling heat of 346.01kW and 346.00kW gave the highest capital cost
of US$79582.30 and US$79581.77 respectively. However, the decision made here in calculating the capital cost
is pegged by the amount US$230/kW as a unit cost for incorporating the air cooling system [22][23]. Therefore,
the total estimation involved in stalling the evaporative cooler is the sum of the capital cost and the operation
and maintenance cost.
3.2.4 Net Profit for Installing Inlet Cooling (Np)
This is the net profit that will be generated for incorporating the air cooling system. It is the difference
between the total savings resulting from the evaporative cooling and total cost of employing the cooling system.
As it can be seen in table 4, the first year of investing as is common to most public owned business is not
expected to yield profit possibly because smaller unit cost of the energy generated and less power generated.
However, the benefit in terms of profit can be significant when the power output is made to increase, the
operational hours increased and the unit cost of energy is also increased.
IV. CONCLUSION
The effects of inlet air cooling on the performance of a GT power plant were studied. The study
showed that in installing an air inlet cooler, power output and thermal efficiency of the GT plant can be improve
such that a decrease in temperature by 2.43o
K can result to an increase power of 2.02MW with a consequent rise
in efficiency from 21.76-21.90%. This power increment derived from the application of the inlet cooling
determines to a great extent the economic analysis of the plant and the benefits derived in it. The study also
showed that apart from the GT performance there are economic benefits such as the fuel savings, total savings
and net profit obtained from the application of an inlet cooling technology.
V. ACKNOWLEGDEMENTS
I wish to acknowledge the efforts of Mike, Odiowei. They all, in one way or the other, assisted in providing
materials and helped in the formatting and the eventual publishing of this work.
REFERENCES
[1] Agba, A.M.O, Ikoh, M.U. and Usie, E.M. (2013). Developing the Niger Delta Region of Nigeria Through
Community Development Committees (CDCs): A Critical Assessment. International Journal of Public
Administration and Management Research (IJPAMR), Vol. 2, No. I, pp. 130-142
[2] Odjugo, P. A. O. (2011). Perception of Climate Change in the Niger Delta Area of Nigeria. In A. G.
Onorkerhoraye (Ed.), Centre for Population and Environmental Development Policy Paper Series (pp. 1-
14). Benin: Centre for Population and Environmental Development.
[3] Oyedepo, S.O, Fagbenle, R.O., Adefila, S. S. and Adavbiele, S. A. (2014). Performance Evaluation and
Economic Analysis of a Gas Turbine Power plant in Nigeria. Retrieved 25 July, 2014 from the World
Wide Web: www.elsevier.com/locate/enconman
[4] Omidvar, B. (2001). Gas Turbine inlet Cooling System. Retrieved 7 January, 2014 from the World Wide
Web: http://www.albadronline.com/oldsite/books/49_GasTurbineInlet.pdf
11. Thermo-Economic Analysis of Evaporative Cooling in a Gas Turbine Plant in Niger Delta, Nigeria
International organization of Scientific Research 69 | P a g e
[5] Ogbonnaya, E. A. (2004). Thermodynamics of Steam and Gas Turbine, Oru’s Press Ltd, Port Harcourt,
pp. 68-71.
[6] Poku, R and Ogbonnaya, E. A. (2014). Effects of Evaporative Cooling on the Performance of a Gas
Turbine Plant Operating in Bayelsa State, Nigeria. International Journal of Engineering and technology
(IJET), Vol. 4, No. 8: pp. 476-482.
[7] Kakaras, E. (2006). Inlet Air Cooling Methods for Gas Turbine Based Power Plant, ASME vol. 128, pp.
312-317.
[8] Basrawi, F., Yamads, T., Nakanishi, K and Naing, S. (2011). Effect of ambient temperature on the
performance of micro gas turbine with cogeneration system in cold region. Applied Thermal Engineering,
Vol. 31, No. 6-7: pp: 1058-1067
[9] Farouk, N., Sheng, L. and Hayat, Q. (2013). Effects of Ambient Temperature on the Performance of Gas
Turbine Power Plants. International Journal of Computer Science Issues, Vol.10, No. 3: pp: 439-442.
[10] Ameri, M. (2004),The Study of Capacity Enhancement of The Chabahar Gas Turbine Installation Using
an Absorption Chiller. Applied Thermal Engineering, Vol.24, pp.59-68.
[11] Sa, D. A. and Zubaidy, S. A. (2011). Gas turbine performance at varying ambient temperature. Applied
Thermal Engineering. Applied Thermal Engineering, Vol. 31, No. 14-15: pp: 2735-2739.
[12] Alhazmy, M. M. (2004), Augmentation of Gas Turbine Performance Using Air Coolers, Applied
Thermal Engineering, Vol. 24, pp. 415-429.
[13] Basrawi, F., Yamada, T. and Obara, S. (2013). Theoretical analysis of performance of a micro gas turbine
co/trigeneration system for residential buildings in a tropical region. Energy and Buildings, Vol. 67, pp.
108-117.
[14] Poku, R (2013). Thermodynamic Performance Evaluation of a Two-Shaft Gas Turbine Plant.
International Journal of Engineering Research and Technology (IJERT), Vol. 3, No. 1: 842-848.
[15] Santos, A. P. and Andrade, C. R (2012). Analysis of Gas Turbine Performance with Inlet Air Cooling
Techniques Applied to Brazilian Sites. Retrieved 17 December, 2013 from the World Wide Web:
http://www.jatm.com.br/ojs/index.php/jatm/article/viewFile/175/248
[16] Ramsey, S. H. (2010). Climate Turbines Change- Driven Market Opportunities for Combined-Cycle Gas.
Retrieved 3 January, 2014 from The World Wide Web:
http://ietjournals.org/archive/2014/august_vol_4_no_8/81751141831251.pdf
[17] Gupta, A., Prakash, O. and Shukla, S. K. (2011). Thermodynamic Analysis of Gas-Steam Combined
Cycle with Carbon Dioxide Emissions Saving. Retrieved 20 December, 2013 from the World Wide Web:
http://www.ijee.ieefoundation.org/vol2/issue2/IJEE_03_v2n2.pdf.
[18] Bastian, M. P. E. and Escue, B. (2009). Water Quality Considerations for Evaporative Turbine Inlet
Cooling Techniques. Retrieved 23 December, 2013 from the World Wide Web:
http://www.everestsciences.com/everest/_docs/Energy-TechDecember2009.pdf
[19] Johnson, R. S. (1988). The Theory and Operation of Evaporative Coolers for Industrial Gas Turbine
Installations. Retrieved 29 July, 2014 from the World Wide Web:
http://muellerenvironmental.com/Documents/100-020-88-GT-41.pdf.
[20] Cengel, Y.A. and Boles, A. B. (2006). Thermodynamics: An Engineering Approach; Fifth Edition.
McGraw-Hill Companies, Inc., 1221 Advance of the Americans, New York NY 10020.p.584.
[21] Rogers, G.F.C and Mayhew, Y.R (1992), Engineering Thermodynamics: Work and Heat Transfer, 4th
edition, Pearson Education Ltd, England.
[22] Egware, H.O and Obanor, A.L (2013), Energy Cost Analysis of Incorporating Air Intake Cooling System
in Omotosho Phase 1 Thermal Power Plant.Journal of Energy Technology and Policy, Vol.3, No.7: pp.
29-33
[23] Jones, W.E (2001), Air Conditioning Engineering, 5th
Edition: Retrieved August 2, 2014 from the World
Wide Web: http://tmsjce.com/wp-content/uploads/2011/05/Air-Conditioning-Engineering-5th-Ed-
Elsevier-2001-0750650745.pdf