This slide is an introductory part of the course Computer Application in Power system. it will describe the basic tasks of a computer and different computer application areas.
1. The document discusses various concepts related to power system operation and control including load forecasting, load curves, frequency regulation, and load frequency control.
2. Key terms defined include load factor, plant capacity factor, maximum demand, plant use factor, diversity factor, demand factor, spinning reserve, and area control error.
3. Factors affecting load forecasting are discussed including the need for long term, medium term, and short term forecasting for various power system planning and operation purposes.
IRJET- A New Load Frequency Control Method of Multi-Area Power System Via the...IRJET Journal
This document presents a new load frequency control method for multi-area power systems based on port-Hamiltonian and cascade system viewpoints. It proposes designing PID control laws for multi-area load frequency control systems to improve on existing PID methods. The proposed method provides advantages of decoupling total tie-line power flow and robust disturbance rejection. Simulation results in MATLAB Simulink validate the advantages and robustness of the proposed method for systems with and without reheated turbines.
This document summarizes an executive exchange program organized by the U.S. Energy Association and funded by USAID. A delegation from various Kenyan electricity sector organizations, including KenGen, Kenya Power, Ketraco, and the Energy Regulatory Commission, visited several U.S. electricity providers to learn about integrating wind power and system operations best practices. The visits covered topics like operational challenges with intermittent resources, operations with wind generation, reliability standards, operator training, system frequency and voltage regulation, and protection systems.
The document provides information about the structure, operation, and control of power systems. It discusses:
1) The typical structure of power systems including generation, transmission, and distribution systems organized into interconnected regional grids and pools.
2) SCADA and EMS systems which monitor power system parameters, send real-time data to control centers, and support functions like generation control, scheduling, forecasting, and contingency analysis to guide optimal system operation.
3) Key aspects of power system operation and control including load frequency control, automatic voltage control, state estimation, and flexible AC transmission systems which maintain system stability and security through monitoring and automated response.
The document describes a student project to develop a Health and Usage Monitoring System (HUMS) for vehicles. The objectives are to collect real-time data from a vehicle using sensors, transmit the data to a cloud database, analyze the data using custom software, and notify vehicle owners of any issues. The project aims to allow for predictive maintenance to improve vehicle reliability and performance. A prototype system was tested on a car using an OBD scanner connected to a Raspberry Pi computer. The system demonstrated live monitoring of vehicle data and detection of potential issues. HUMS could benefit various industries by enabling condition-based maintenance of mechanical systems.
This paper presents a novel optimization technique using genetic algorithms to develop an optimized emergency defence plan for power systems. The technique determines the optimal combination of generator tripping, load shedding, and islanding to regain system stability following severe contingencies. It was applied to the Libyan power system using time-domain simulations to evaluate solutions. Results showed the optimized defence plan required less load shedding than the existing Libyan plan and improved system response during a 2003 blackout event.
Application of scada for system automation on smart grid rev2Ezechukwu Ukiwe
SCADA systems play a critical role in monitoring and controlling modern power grids and remain essential components of smart grid systems. SCADA provides real-time monitoring of power systems through continuous measurement of parameters across the network. It enables utilities to automate operations like load dispatching and frequency control. As power grids increase in complexity with smart grid technologies, SCADA takes on greater importance in integrating distributed generation, accommodating bidirectional power flows, and ensuring overall network reliability and security.
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...IRJET Journal
This document analyzes load frequency control for a distributed grid system involving wind, hydro, and thermal power plants using conventional and fuzzy logic controllers. It models a three-area system with area 1 containing a thermal plant, area 2 containing a hydro plant, and area 3 containing wind generation. It simulates the system responses to a 1% load disturbance in one area using each controller and compares the undershoot and settling time. The fuzzy logic controller provides better dynamic response with lower undershoot, overshoot, and faster settling time compared to the conventional PI controller. This shows fuzzy logic control is more effective at maintaining frequency stability in an interconnected power system with various generation sources.
Wind Prospect Poster 023 - Optimising Facility Power Curve Calculations in So...Matthew Behrens
This document proposes a new methodology for calculating Facility Power Curves (FPC) for wind farms in South Africa. The current PPA requirements can lead to unrepresentative FPCs due to variations in turbine availability. The new method addresses this by creating 5 partial FPCs based on data availability, then applying rules to combine them into a final FPC. This aims to accurately capture the wind farm's performance without biases from availability issues.
This document describes a smart home energy management system that monitors and schedules home appliances using Zigbee technology. The system consists of an energy management center (EMC) with a graphical user interface to view energy usage data and control appliances. It also includes a load scheduling algorithm based on the knapsack problem to optimize scheduling and reduce electricity costs by shifting loads to off-peak times. The system was implemented using hardware with a microcontroller and Zigbee transceiver to interface appliances and communicate with the EMC software.
The document proposes an approach to optimize energy consumption in automotive networks based on exploiting pretended networking. The approach performs static scheduling of tasks to allocate slack time for ECUs to enter a lower power pretended mode. It further optimizes by considering varying message response times in different vehicle states. An online algorithm then dynamically puts ECUs into pretended mode based on actual execution times, achieving additional energy savings compared to the static approach. Experimental results show the static approach can save up to 31.3% energy, and considering varying response times provides an additional 8.2% savings.
The important objectives of Energy Management System (EMS) are to monitor control and load forecasting in an economical way. With the advancement of computing technology the above tasks have become easier. Digital control provide superior control due to the implementation of various algorithm.
The document discusses the implementation of distribution automation (DA) on an MV network in South Africa to improve reliability metrics like SAIDI. It describes using DA on the Emondlo NB 125 network as a pilot site by installing telecontrollable section breakers at normal open points to automatically isolate faults and restore supply. A contingency analysis showed the network could withstand load transfers between the interconnected Emondlo, Dagbreek, and St James networks to enable DA functionality while maintaining acceptable voltage levels.
Condition Monitoring of DC Motor using Artificial Intelligence Techniqueijsrd.com
The complexity of most steel industry always tends to create a problem in monitoring and supervision system. Prompt fault detection and diagnosis is a best way to handle and tackle this problem. Dc motor plays a very vital role in steel industry and there is a strong demand for their reliable and safe operation. The history of fault diagnosis and protection of electrical machines is as old as such machines themselves. However, nowadays, condition monitoring of electrical machines has become increasingly essential. It plays a very important role in their safe operation and helps to avoid heavy production losses in industry. The conditioning monitoring and fault-detection techniques of electrical machines have moved in recent years into artificial intelligence techniques. When an artificial intelligence technique is used, fault detection and evaluation can be accomplished without an expert. In this paper, artificial intelligence (AI) techniques are used to build a condition monitoring system that has incremental learning capabilities. The condition-monitoring of dc motor using AI technique schemes have concentrated on sensing specific failure modes in field windings.
Monitoring wind turbine using wi fi network for reliable communicationeSAT Publishing House
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
AUTOMATIC VOLTAGE CONTROL OF TRANSFORMER USING MICROCONTROLLER AND SCADA Ajesh Jacob
AUTOMATIC VOLTAGE CONTROL OF TRANSFORMER USING MICROCONTROLLER AND SCADA
LABVIEW PROJECT FINAL YEAR EEE
ABSTRACT: A tap changer control operates to connect appropriate tap position of winding in power transformers to maintain correct voltage level in the power transmission and distribution system. Automatic tap changing can be implemented by using µC. This improved tap-changing decision and operational flexibility of this new technique make it attractive for deployment in practical power system network. This paper deals with the implementation of µC based tap changer control practically, using special purpose digital hardware as a built-in semiconductor chip or software simulation in conventional computers. Two strategies are suggested for its implementation as a software module in the paper. One is to integrate it with the supervisory system in a substation control room operating in a LAN environment. In this configuration, the parallel transformers can be controlled locally. The other is to integrate it into the SCADA (Supervisory Control and Data Acquisition) system, which allows the transformers to be monitored and controlled remotely over a wide area of power-network. The implementation of µC based tap changer control needs interfacing between the power system and the control circuitry. µC s may need to interact with people for the purpose of configuration, alarm reporting or everyday control.
A human-machine interface (HMI) is employed for this purpose. An HMI is usually linked to the SCADA system’s databases and software programs, to provide trending, diagnostic data, and management information such as scheduled maintenance procedures, logistic information, detailed schematics for a particular sensor or machine, and expert-system troubleshooting guides.
OBJECTIVES: The original system can afford the following features:
- Complete information about the plant (circuit breakers status, source of feeding, and level of the consumed power).
- Information about the operating values of the voltage, operating values of the transformers, operating values of the medium voltage, load feeders, operating values of the generators. These values will assist in getting any action to return the plant to its normal operation by minimum costs.
- Information about the quality of the system (harmonics, current, voltages, power factors, flickers, etc.). These values will be very essential in case of future correction.
- Recorded information such case voltage spikes, reducing the voltage on the medium or current interruption.
- implementation of µC based tap changer control practically, using special purpose digital hardware as a built-in semiconductor chip or software simulation in conventional computers.
This document discusses developing an information model to connect electric vehicle supply equipment (EVSEs) to customer energy management systems (CEMS) through the Energy Information Standards Alliance. The model would allow two-way communication between EVSEs and CEMS to facilitate demand response and other grid services. Integrating EVSEs with CEMS could help manage electric vehicle charging load and make use of stored vehicle energy for applications like peak shaving and renewable energy firming.
IRJET- Load Frequency Control of a Renewable Source Integrated Four Area ...IRJET Journal
This document discusses using an adaptive neuro-fuzzy inference system (ANFIS) approach for automatic load frequency control of a four-area power system with multiple generation sources including renewable sources. The system consists of four equal areas, each with two thermal plants, a hydro plant, a wind plant, and an HVDC link. ANFIS combines the advantages of neural networks and fuzzy logic. The proposed ANFIS-PID controller is simulated and its performance is compared to a PID controller in response to a 1% load change in each area. Simulation results show the ANFIS-PID controller improves the system's dynamic response.
CONTROL OF THREE AREA INTERCONNECTED POWER SYSTEM USING SLIDING MODE CONTROLLERIRJET Journal
This document summarizes a paper that proposes a sliding mode controller (SMC) for load frequency control (LFC) in a three-area interconnected power system. The paper models the dynamic behavior of each area and designs an SMC to keep frequency deviations and tie-line power deviations near zero despite load variations. Simulation results show the SMC stabilizes frequencies and tie-line powers in each area following a load change. The paper concludes the SMC ensures system stability and robustness to disturbances through effective LFC.
This document summarizes an article that proposes an automatic demand response controller with a load shifting algorithm implemented using MATLAB software. The controller monitors generation capacity and customer demand to optimally schedule loads to reduce peak demand and stabilize the load curve. A mathematical model is presented that shifts loads in priority order from the lowest to highest load if total demand exceeds generation capacity. The model was tested on an 8 bus system in MATLAB and successfully stabilized the load curve to better manage power demand according to supply conditions.
The document outlines several personal achievements related to inventory control, workforce management, equipment utilization, automation implementation, and maintenance optimization at various plant sites including SID, SMS, CPP, PELLET, and MRSS. Key achievements include implementing SMS messaging and web links for plant updates, analytical log books to reduce breakdowns, involvement in the Pellet plant project from start to finish, installing high-end automation to reduce costs, and establishing data communication between plant sites.
IRJET- Intelligent Power Distribution System with GSM ControlIRJET Journal
1) The document proposes an intelligent power distribution system using GSM control to provide continuous power supply to consumers and safety from the distribution system.
2) It has two main parts - a GSM control unit that allows switching feeders via SMS without direct contact, and an automatic power line switching unit that switches power to an auxiliary feeder if the main feeder faults.
3) When a fault occurs, it sends alerts to responsible personnel via GSM and switches power to ensure continuous supply, while the GSM control also allows remote switching for maintenance without risk of electric shock.
Power Factor Control at ABA Control 33/11kV Injection Substation Using Auto T...IRJET Journal
This document describes a study that implemented reactive power compensation at the Aba Control 33/11kV injection substation in Nigeria using a static var compensator (SVC) with an auto-tuning regulator. The substation currently operates at a low power factor of 0.82, resulting in high losses. A 15MVAr SVC was installed to improve the power factor to 0.96. Simulation results showed that real and reactive power losses were reduced from 1.572 p.u. and 3.7525 p.u. to 0.1356 p.u. and 0.65237 p.u. respectively after compensation. Voltage regulation across buses was also maintained below 10%. The auto-tuning regulator was able
Smart Substation with Automatic Monitoring, Smart Controlling and Overload Pr...IRJET Journal
This document discusses a proposed smart substation system with automatic monitoring, controlling, and overload protection of transformers using a programmable logic controller (PLC) and supervisory control and data acquisition (SCADA). The key aspects covered include:
- The system uses sensors to collect data from the substation which is processed by PLCs and transmitted to the SCADA system for monitoring and control.
- SCADA provides an interface for operators to remotely monitor the system in real-time and control equipment as needed. It can detect abnormalities and alert operators.
- PLC acts as the "brain" of the system and works with SCADA to automate monitoring and controlling of the power distribution network
Application of scada for system automation on smart grid rev2Ezechukwu Ukiwe
SCADA systems play a critical role in monitoring and controlling modern power grids and remain essential components of smart grid systems. SCADA provides real-time monitoring of power systems through continuous measurement of parameters across the network. It enables utilities to automate operations like load dispatching and frequency control. As power grids increase in complexity with smart grid technologies, SCADA takes on greater importance in integrating distributed generation, accommodating bidirectional power flows, and ensuring overall network reliability and security.
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...IRJET Journal
This document analyzes load frequency control for a distributed grid system involving wind, hydro, and thermal power plants using conventional and fuzzy logic controllers. It models a three-area system with area 1 containing a thermal plant, area 2 containing a hydro plant, and area 3 containing wind generation. It simulates the system responses to a 1% load disturbance in one area using each controller and compares the undershoot and settling time. The fuzzy logic controller provides better dynamic response with lower undershoot, overshoot, and faster settling time compared to the conventional PI controller. This shows fuzzy logic control is more effective at maintaining frequency stability in an interconnected power system with various generation sources.
Wind Prospect Poster 023 - Optimising Facility Power Curve Calculations in So...Matthew Behrens
This document proposes a new methodology for calculating Facility Power Curves (FPC) for wind farms in South Africa. The current PPA requirements can lead to unrepresentative FPCs due to variations in turbine availability. The new method addresses this by creating 5 partial FPCs based on data availability, then applying rules to combine them into a final FPC. This aims to accurately capture the wind farm's performance without biases from availability issues.
This document describes a smart home energy management system that monitors and schedules home appliances using Zigbee technology. The system consists of an energy management center (EMC) with a graphical user interface to view energy usage data and control appliances. It also includes a load scheduling algorithm based on the knapsack problem to optimize scheduling and reduce electricity costs by shifting loads to off-peak times. The system was implemented using hardware with a microcontroller and Zigbee transceiver to interface appliances and communicate with the EMC software.
The document proposes an approach to optimize energy consumption in automotive networks based on exploiting pretended networking. The approach performs static scheduling of tasks to allocate slack time for ECUs to enter a lower power pretended mode. It further optimizes by considering varying message response times in different vehicle states. An online algorithm then dynamically puts ECUs into pretended mode based on actual execution times, achieving additional energy savings compared to the static approach. Experimental results show the static approach can save up to 31.3% energy, and considering varying response times provides an additional 8.2% savings.
The important objectives of Energy Management System (EMS) are to monitor control and load forecasting in an economical way. With the advancement of computing technology the above tasks have become easier. Digital control provide superior control due to the implementation of various algorithm.
The document discusses the implementation of distribution automation (DA) on an MV network in South Africa to improve reliability metrics like SAIDI. It describes using DA on the Emondlo NB 125 network as a pilot site by installing telecontrollable section breakers at normal open points to automatically isolate faults and restore supply. A contingency analysis showed the network could withstand load transfers between the interconnected Emondlo, Dagbreek, and St James networks to enable DA functionality while maintaining acceptable voltage levels.
Condition Monitoring of DC Motor using Artificial Intelligence Techniqueijsrd.com
The complexity of most steel industry always tends to create a problem in monitoring and supervision system. Prompt fault detection and diagnosis is a best way to handle and tackle this problem. Dc motor plays a very vital role in steel industry and there is a strong demand for their reliable and safe operation. The history of fault diagnosis and protection of electrical machines is as old as such machines themselves. However, nowadays, condition monitoring of electrical machines has become increasingly essential. It plays a very important role in their safe operation and helps to avoid heavy production losses in industry. The conditioning monitoring and fault-detection techniques of electrical machines have moved in recent years into artificial intelligence techniques. When an artificial intelligence technique is used, fault detection and evaluation can be accomplished without an expert. In this paper, artificial intelligence (AI) techniques are used to build a condition monitoring system that has incremental learning capabilities. The condition-monitoring of dc motor using AI technique schemes have concentrated on sensing specific failure modes in field windings.
Monitoring wind turbine using wi fi network for reliable communicationeSAT Publishing House
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
AUTOMATIC VOLTAGE CONTROL OF TRANSFORMER USING MICROCONTROLLER AND SCADA Ajesh Jacob
AUTOMATIC VOLTAGE CONTROL OF TRANSFORMER USING MICROCONTROLLER AND SCADA
LABVIEW PROJECT FINAL YEAR EEE
ABSTRACT: A tap changer control operates to connect appropriate tap position of winding in power transformers to maintain correct voltage level in the power transmission and distribution system. Automatic tap changing can be implemented by using µC. This improved tap-changing decision and operational flexibility of this new technique make it attractive for deployment in practical power system network. This paper deals with the implementation of µC based tap changer control practically, using special purpose digital hardware as a built-in semiconductor chip or software simulation in conventional computers. Two strategies are suggested for its implementation as a software module in the paper. One is to integrate it with the supervisory system in a substation control room operating in a LAN environment. In this configuration, the parallel transformers can be controlled locally. The other is to integrate it into the SCADA (Supervisory Control and Data Acquisition) system, which allows the transformers to be monitored and controlled remotely over a wide area of power-network. The implementation of µC based tap changer control needs interfacing between the power system and the control circuitry. µC s may need to interact with people for the purpose of configuration, alarm reporting or everyday control.
A human-machine interface (HMI) is employed for this purpose. An HMI is usually linked to the SCADA system’s databases and software programs, to provide trending, diagnostic data, and management information such as scheduled maintenance procedures, logistic information, detailed schematics for a particular sensor or machine, and expert-system troubleshooting guides.
OBJECTIVES: The original system can afford the following features:
- Complete information about the plant (circuit breakers status, source of feeding, and level of the consumed power).
- Information about the operating values of the voltage, operating values of the transformers, operating values of the medium voltage, load feeders, operating values of the generators. These values will assist in getting any action to return the plant to its normal operation by minimum costs.
- Information about the quality of the system (harmonics, current, voltages, power factors, flickers, etc.). These values will be very essential in case of future correction.
- Recorded information such case voltage spikes, reducing the voltage on the medium or current interruption.
- implementation of µC based tap changer control practically, using special purpose digital hardware as a built-in semiconductor chip or software simulation in conventional computers.
This document discusses developing an information model to connect electric vehicle supply equipment (EVSEs) to customer energy management systems (CEMS) through the Energy Information Standards Alliance. The model would allow two-way communication between EVSEs and CEMS to facilitate demand response and other grid services. Integrating EVSEs with CEMS could help manage electric vehicle charging load and make use of stored vehicle energy for applications like peak shaving and renewable energy firming.
IRJET- Load Frequency Control of a Renewable Source Integrated Four Area ...IRJET Journal
This document discusses using an adaptive neuro-fuzzy inference system (ANFIS) approach for automatic load frequency control of a four-area power system with multiple generation sources including renewable sources. The system consists of four equal areas, each with two thermal plants, a hydro plant, a wind plant, and an HVDC link. ANFIS combines the advantages of neural networks and fuzzy logic. The proposed ANFIS-PID controller is simulated and its performance is compared to a PID controller in response to a 1% load change in each area. Simulation results show the ANFIS-PID controller improves the system's dynamic response.
CONTROL OF THREE AREA INTERCONNECTED POWER SYSTEM USING SLIDING MODE CONTROLLERIRJET Journal
This document summarizes a paper that proposes a sliding mode controller (SMC) for load frequency control (LFC) in a three-area interconnected power system. The paper models the dynamic behavior of each area and designs an SMC to keep frequency deviations and tie-line power deviations near zero despite load variations. Simulation results show the SMC stabilizes frequencies and tie-line powers in each area following a load change. The paper concludes the SMC ensures system stability and robustness to disturbances through effective LFC.
This document summarizes an article that proposes an automatic demand response controller with a load shifting algorithm implemented using MATLAB software. The controller monitors generation capacity and customer demand to optimally schedule loads to reduce peak demand and stabilize the load curve. A mathematical model is presented that shifts loads in priority order from the lowest to highest load if total demand exceeds generation capacity. The model was tested on an 8 bus system in MATLAB and successfully stabilized the load curve to better manage power demand according to supply conditions.
The document outlines several personal achievements related to inventory control, workforce management, equipment utilization, automation implementation, and maintenance optimization at various plant sites including SID, SMS, CPP, PELLET, and MRSS. Key achievements include implementing SMS messaging and web links for plant updates, analytical log books to reduce breakdowns, involvement in the Pellet plant project from start to finish, installing high-end automation to reduce costs, and establishing data communication between plant sites.
IRJET- Intelligent Power Distribution System with GSM ControlIRJET Journal
1) The document proposes an intelligent power distribution system using GSM control to provide continuous power supply to consumers and safety from the distribution system.
2) It has two main parts - a GSM control unit that allows switching feeders via SMS without direct contact, and an automatic power line switching unit that switches power to an auxiliary feeder if the main feeder faults.
3) When a fault occurs, it sends alerts to responsible personnel via GSM and switches power to ensure continuous supply, while the GSM control also allows remote switching for maintenance without risk of electric shock.
Power Factor Control at ABA Control 33/11kV Injection Substation Using Auto T...IRJET Journal
This document describes a study that implemented reactive power compensation at the Aba Control 33/11kV injection substation in Nigeria using a static var compensator (SVC) with an auto-tuning regulator. The substation currently operates at a low power factor of 0.82, resulting in high losses. A 15MVAr SVC was installed to improve the power factor to 0.96. Simulation results showed that real and reactive power losses were reduced from 1.572 p.u. and 3.7525 p.u. to 0.1356 p.u. and 0.65237 p.u. respectively after compensation. Voltage regulation across buses was also maintained below 10%. The auto-tuning regulator was able
Smart Substation with Automatic Monitoring, Smart Controlling and Overload Pr...IRJET Journal
This document discusses a proposed smart substation system with automatic monitoring, controlling, and overload protection of transformers using a programmable logic controller (PLC) and supervisory control and data acquisition (SCADA). The key aspects covered include:
- The system uses sensors to collect data from the substation which is processed by PLCs and transmitted to the SCADA system for monitoring and control.
- SCADA provides an interface for operators to remotely monitor the system in real-time and control equipment as needed. It can detect abnormalities and alert operators.
- PLC acts as the "brain" of the system and works with SCADA to automate monitoring and controlling of the power distribution network
How to Manage Amounts in Local Currency in Odoo 18 PurchaseCeline George
In this slide, we’ll discuss on how to manage amounts in local currency in Odoo 18 Purchase. Odoo 18 allows us to manage purchase orders and invoices in our local currency.
What is the Philosophy of Statistics? (and how I was drawn to it)jemille6
What is the Philosophy of Statistics? (and how I was drawn to it)
Deborah G Mayo
At Dept of Philosophy, Virginia Tech
April 30, 2025
ABSTRACT: I give an introductory discussion of two key philosophical controversies in statistics in relation to today’s "replication crisis" in science: the role of probability, and the nature of evidence, in error-prone inference. I begin with a simple principle: We don’t have evidence for a claim C if little, if anything, has been done that would have found C false (or specifically flawed), even if it is. Along the way, I’ll sprinkle in some autobiographical reflections.
Struggling with your botany assignments? This comprehensive guide is designed to support college students in mastering key concepts of plant biology. Whether you're dealing with plant anatomy, physiology, ecology, or taxonomy, this guide offers helpful explanations, study tips, and insights into how assignment help services can make learning more effective and stress-free.
📌What's Inside:
• Introduction to Botany
• Core Topics covered
• Common Student Challenges
• Tips for Excelling in Botany Assignments
• Benefits of Tutoring and Academic Support
• Conclusion and Next Steps
Perfect for biology students looking for academic support, this guide is a useful resource for improving grades and building a strong understanding of botany.
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How to Create Kanban View in Odoo 18 - Odoo SlidesCeline George
The Kanban view in Odoo is a visual interface that organizes records into cards across columns, representing different stages of a process. It is used to manage tasks, workflows, or any categorized data, allowing users to easily track progress by moving cards between stages.
Slides to support presentations and the publication of my book Well-Being and Creative Careers: What Makes You Happy Can Also Make You Sick, out in September 2025 with Intellect Books in the UK and worldwide, distributed in the US by The University of Chicago Press.
In this book and presentation, I investigate the systemic issues that make creative work both exhilarating and unsustainable. Drawing on extensive research and in-depth interviews with media professionals, the hidden downsides of doing what you love get documented, analyzing how workplace structures, high workloads, and perceived injustices contribute to mental and physical distress.
All of this is not just about what’s broken; it’s about what can be done. The talk concludes with providing a roadmap for rethinking the culture of creative industries and offers strategies for balancing passion with sustainability.
With this book and presentation I hope to challenge us to imagine a healthier future for the labor of love that a creative career is.
Redesigning Education as a Cognitive Ecosystem: Practical Insights into Emerg...Leonel Morgado
Slides used at the Invited Talk at the Harvard - Education University of Hong Kong - Stanford Joint Symposium, "Emerging Technologies and Future Talents", 2025-05-10, Hong Kong, China.
How to Configure Public Holidays & Mandatory Days in Odoo 18Celine George
In this slide, we’ll explore the steps to set up and manage Public Holidays and Mandatory Days in Odoo 18 effectively. Managing Public Holidays and Mandatory Days is essential for maintaining an organized and compliant work schedule in any organization.
Happy May and Taurus Season.
♥☽✷♥We have a large viewing audience for Presentations. So far my Free Workshop Presentations are doing excellent on views. I just started weeks ago within May. I am also sponsoring Alison within my blog and courses upcoming. See our Temple office for ongoing weekly updates.
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Rock Art As a Source of Ancient Indian HistoryVirag Sontakke
This Presentation is prepared for Graduate Students. A presentation that provides basic information about the topic. Students should seek further information from the recommended books and articles. This presentation is only for students and purely for academic purposes. I took/copied the pictures/maps included in the presentation are from the internet. The presenter is thankful to them and herewith courtesy is given to all. This presentation is only for academic purposes.
How to Clean Your Contacts Using the Deduplication Menu in Odoo 18Celine George
In this slide, we’ll discuss on how to clean your contacts using the Deduplication Menu in Odoo 18. Maintaining a clean and organized contact database is essential for effective business operations.
Happy May and Happy Weekend, My Guest Students.
Weekends seem more popular for Workshop Class Days lol.
These Presentations are timeless. Tune in anytime, any weekend.
<<I am Adult EDU Vocational, Ordained, Certified and Experienced. Course genres are personal development for holistic health, healing, and self care. I am also skilled in Health Sciences. However; I am not coaching at this time.>>
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Hopefully Before Summer, We can add our courses to the teacher/creator section. It's all within project management and preps right now. So wish us luck.
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Understanding Vibrations
If not experienced, it may seem weird understanding vibes? We start small and by accident. Usually, we learn about vibrations within social. Examples are: That bad vibe you felt. Also, that good feeling you had. These are common situations we often have naturally. We chit chat about it then let it go. However; those are called vibes using your instincts. Then, your senses are called your intuition. We all can develop the gift of intuition and using energy awareness.
Energy Healing
First, Energy healing is universal. This is also true for Reiki as an art and rehab resource. Within the Health Sciences, Rehab has changed dramatically. The term is now very flexible.
Reiki alone, expanded tremendously during the past 3 years. Distant healing is almost more popular than one-on-one sessions? It’s not a replacement by all means. However, its now easier access online vs local sessions. This does break limit barriers providing instant comfort.
Practice Poses
You can stand within mountain pose Tadasana to get started.
Also, you can start within a lotus Sitting Position to begin a session.
There’s no wrong or right way. Maybe if you are rushing, that’s incorrect lol. The key is being comfortable, calm, at peace. This begins any session.
Also using props like candles, incenses, even going outdoors for fresh air.
(See Presentation for all sections, THX)
Clearing Karma, Letting go.
Now, that you understand more about energies, vibrations, the practice fusions, let’s go deeper. I wanted to make sure you all were comfortable. These sessions are for all levels from beginner to review.
Again See the presentation slides, Thx.
Transform tomorrow: Master benefits analysis with Gen AI today webinar
Wednesday 30 April 2025
Joint webinar from APM AI and Data Analytics Interest Network and APM Benefits and Value Interest Network
Presenter:
Rami Deen
Content description:
We stepped into the future of benefits modelling and benefits analysis with this webinar on Generative AI (Gen AI), presented on Wednesday 30 April. Designed for all roles responsible in value creation be they benefits managers, business analysts and transformation consultants. This session revealed how Gen AI can revolutionise the way you identify, quantify, model, and realised benefits from investments.
We started by discussing the key challenges in benefits analysis, such as inaccurate identification, ineffective quantification, poor modelling, and difficulties in realisation. Learnt how Gen AI can help mitigate these challenges, ensuring more robust and effective benefits analysis.
We explored current applications and future possibilities, providing attendees with practical insights and actionable recommendations from industry experts.
This webinar provided valuable insights and practical knowledge on leveraging Gen AI to enhance benefits analysis and modelling, staying ahead in the rapidly evolving field of business transformation.
The role of wall art in interior designingmeghaark2110
Wall patterns are designs or motifs applied directly to the wall using paint, wallpaper, or decals. These patterns can be geometric, floral, abstract, or textured, and they add depth, rhythm, and visual interest to a space.
Wall art and wall patterns are not merely decorative elements, but powerful tools in shaping the identity, mood, and functionality of interior spaces. They serve as visual expressions of personality, culture, and creativity, transforming blank and lifeless walls into vibrant storytelling surfaces. Wall art, whether abstract, realistic, or symbolic, adds emotional depth and aesthetic richness to a room, while wall patterns contribute to structure, rhythm, and continuity in design. Together, they enhance the visual experience, making spaces feel more complete, welcoming, and engaging. In modern interior design, the thoughtful integration of wall art and patterns plays a crucial role in creating environments that are not only beautiful but also meaningful and memorable. As lifestyles evolve, so too does the art of wall decor—encouraging innovation, sustainability, and personalized expression within our living and working spaces.
This slide is an exercise for the inquisitive students preparing for the competitive examinations of the undergraduate and postgraduate students. An attempt is being made to present the slide keeping in mind the New Education Policy (NEP). An attempt has been made to give the references of the facts at the end of the slide. If new facts are discovered in the near future, this slide will be revised.
This presentation is related to the brief History of Kashmir (Part-I) with special reference to Karkota Dynasty. In the seventh century a person named Durlabhvardhan founded the Karkot dynasty in Kashmir. He was a functionary of Baladitya, the last king of the Gonanda dynasty. This dynasty ruled Kashmir before the Karkot dynasty. He was a powerful king. Huansang tells us that in his time Taxila, Singhpur, Ursha, Punch and Rajputana were parts of the Kashmir state.
1. SRI RAMAKRISHNA
INSTITUTE OF TECHNOLOGY
(An Autonomous Institution)
Topic: COMPUTER CONTROL OF POWER SYSTEMS
DR .G.KANNAYERAM,
ASSOCIATE PROFESSOR /EEE DEPARTMENT ,
SRI RAMAKRISHNA INSTITUTE OF TECHNOLOGY,
COIMBATORE – 10.
2. ENERGY MANAGEMENT SYSTEM (EMS)
Ø The EMS is a software system. Most utility companies purchase
their EMS from one or more EMS vendors.
These EMS vendors are companies specializing in design,
development, installation, and maintenance of EMS within ECCs.
Ø There are a number of EMS vendors in the U.S., and they hire
many power system engineers with good software development
capabilities.
During the time period of the 1970s through about 2000, almost all
EMS software applications were developed for installation on the
control centers computers.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 2
3. An attractive alternative today is, however, the application service provider,
where the software resides on the vendor‟s computer and control center
personnel access it from the Internet.
Ø Benefits from this arrangement include application flexibility and reliability
in the software system and reduced installation cost.
Ø One can observe from Figure. that the EMS consists of 4 major functions:
network model building (including topology processing and state estimation),
security assessment, automatic generation control, and dispatch.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 3
4. Ø These functions are described in more detail in the following subsections.
Ø Energy management is the process of monitoring, coordinating, and
controlling the generation, transmission and distribution of electrical energy.
Ø The physical plant to be managed includes generating plants that produce
energy fed through transformers to the high-voltage transmission network
(grid), interconnecting generating plants, and load centers.
Ø Transmission lines terminate at substations that perform switching, voltage
transformation, measurement, and control.
Ø Substations at load centers transform to sub transmission and distribution
levels.
5. These lower-voltage circuits typically operate radially, i.e., no
normally closed paths between substations through sub
transmission or distribution circuits.(Underground cable networks in
large cities are an exception.)
Ø Since transmission systems provide negligible energy storage,
supply and demand must be balanced by either generation or load.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 5
6. Production is controlled by turbine governors at generating plants, and
automatic generation control is performed by control center computers
remote from generating plants.
Ø Load management, sometimes called demand- side management,
extends remote supervision and control to subtransmission and
distribution circuits, including control of residential, commercial, and
industrial loads.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 6
7. EMS FUNCTIONS
1.System Load Forecasting-Hourly energy, 1 to 7 days.
2. Unit commitment-1 to 7days.
3. Economic dispatch
4. Hydro-thermal scheduling- up to 7 days.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 7
8. 5. MW interchange evaluation- with neighboring system
6. Transmission loss minimization
7. Security constrained dispatch
8. Maintenance scheduling
9. Production cost calculation
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 8
9. 2. Power System Data Acquisition and
Control
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 9
A SCADA system consists of a master station that communicates with
remote terminal units (RTUs) for the purpose of allowing operators to
observe and control physical plants.
Generating plants and transmission substations certainly justify RTUs,
and their installation is becoming more common in distribution
substations as costs decrease.
.
10. RTUs transmit device status and measurements to, and receive
control commands and set point data from, the master station.
Communication is generally via dedicated circuits operating in
the range of 600 to 4800 bits/s with the RTU responding to
periodic requests initiated from the master station (polling)
every 2 to 10 s, depending on the criticality of the data
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 10
11. The traditional functions of SCADA systems are summarized:
Data acquisition: Provides telemetered measurements and status
information to operator.
b) Supervisory control: Allows operator to remotely control
devices, e.g., open and close circuit breakers. A “select before
operate” procedure is used for greater safety.
c) Tagging: Identifies a device as subject to specific operating
restrictions and prevents unauthorized operation.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 11
12. d) Alarms: Inform operator of unplanned
events and undesirable operating conditions.
Alarms are sorted by criticality, area of
responsibility, and chronology.
Acknowledgment may be required
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 12
13. *
e) Logging: Logs all operator entry, all alarms, and selected
information.
f) Load shed: Provides both automatic and operator-initiated
tripping of load in response to system emergencies.
g) Trending: Plots measurements on selected time scales
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 13
15. Since the master station is critical to power system
operations, its functions are generally distributed among
several computer systems depending on specific design.
A dual computer system configured in primary and standby
modes is most common.
SCADA functions are listed below without stating which
computer has specific responsibility.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 15
16. • Manage communication circuit configuration
• Downline load RTU files
• Maintain scan tables and perform polling
• Check and correct message errors
Convert to engineering units
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 16
17. Detect status and measurement changes
• Monitor abnormal and out-of-limit conditions
• Log and time-tag sequence of events
• Detect and annunciate alarms
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 17
18. Respond to operator requests to:
– Display information
– Enter data
– Execute control action
– Acknowledge alarms Transmit control action to RTUs
• Inhibit unauthorized actions
Maintain historical files
• Log events and prepare reports
• Perform load shedding
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 18
19. 3. Automatic Generation Control
Automatic generation control (AGC) consists of two major and several minor
functions that operate online in real time to adjust the generation against
load at minimum cost.
The major functions are load frequency control and economic dispatch, each
of which is described below.
The minor functions are reserve monitoring, which assures enough reserve
on the system; interchange scheduling, which initiates and completes
scheduled interchanges; and other similar monitoring and recording
functions.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 19
20. 4. Load Frequency Control
Load frequency control (LFC) has to achieve three primary objectives, which are
stated below in priority order:
1. To maintain frequency at the scheduled value
2. To maintain net power interchanges with neighboring control areas at the
scheduled values
3. To maintain power allocation among units at economically desired values.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 20
21. Ø The first and second objectives are met by monitoring an
error signal, called area control error (ACE), which is a
combination of net interchange error and frequency error
and represents the power imbalance between generation
and load at any instant.
Ø This ACE must be filtered or smoothed such that
excessive and random changes in ACE are not translated
into control action.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 21
22. Since these excessive changes are different for different systems, the filter
parameters have to be tuned specifically for each control area.
Ø The filtered ACE is then used to obtain the proportional plus integral control
signal
Ø This control signal is modified by limiters, dead bands, and gain constants
that are tuned to the particular system.
Ø This control signal is then divided among the generating units under control
by using participation factors to obtain unit control errors (UCE).
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 22
23. These participation factors may be proportional to the inverse of the
second derivative of the cost of unit generation so that the units would be
loaded according to their costs, thus meeting the third objective.
Ø However, cost may not be the only consideration because the different
units may have different response rates and it may be necessary to move
the faster generators more to obtain an acceptable response.
Ø The UCEs are then sent to the various units under control and the
generating units monitored to see that the corrections take place.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 23
24. This control action is repeated every 2 to 6 s. In spite of the integral
control, errors in frequency and net interchange do tend to
accumulate over time.
Ø These time errors and accumulated interchange errors have to
be corrected by adjusting the controller settings according to
procedures agreed upon by the whole interconnection.
Ø These accumulated errors as well as ACE serve as performance
measures for LFC.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 24
25. The main philosophy in the design of LFC is that each
system should follow its own load very closely during
normal operation, while during emergencies;
each system should contribute according to its relative size
in the interconnection without regard to the locality of the
emergency.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 25
26. Thus, the most important factor in obtaining good control of a system is its
inherent capability of following its own load.
Ø This is guaranteed if the system has adequate regulation margin as
well as adequate response capability.
Systems that have mainly thermal generation often have difficulty in
keeping up with the load because of the slow response of the units
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 26
27. SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA)
Ø There are two parts to the term SCADA Supervisory control indicates that the
operator, residing in the energy control center (ECC), has the ability to control
remote equipment.
Ø Data acquisition indicates that information is gathered characterizing the state
of the remote equipment and sent to the ECC for monitoring purposes.
Ø The monitoring equipment is normally located in the substations and is
consolidated in what is known as the remote terminal unit (RTU).
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 27
28. Generally, the RTUs are equipped with microprocessors having memory and
logic capability. Older RTUs are equipped with modems to provide the
communication link back to the ECC, whereas newer RTUs generally have
intranet or internet capability.
Ø Relays located within the RTU, on command from the ECC, open or close
selected control circuits to perform a supervisory action.
Ø Such actions may include, for example, opening or closing of a circuit breaker
or switch, modifying a transformer tap setting, raising or lowering generator MW
output or terminal voltage, switching in or out a shunt capacitor or inductor, and
the starting or stopping of a synchronous condenser
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 28
29. Information gathered by the RTU and communicated to the ECC includes both
analog information and status indicators.
Ø Analog information includes, for example, frequency, voltages, currents,
and real and reactive power flows.
Ø Status indicators include alarm signals (over-temperature, low relay
battery voltage, illegal entry) and whether switches and circuit breakers are
open or closed.
Ø Such information is provided to the ECC through a periodic scan of all
RTUs. A 2 second scan cycle is typical.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 29
30. FUNCTIONS OF SCADA SYSTEMS
1. Data acquisition
2. Information display.
3. Supervisory Control (CBs:ON/OFF, Generator:
stop/start, RAISE/LOWER command)
4. Information storage and result display.
5. Sequence of events acquisition.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 30
31. 6. Remote terminal unit processing.
7. General maintenance.
8. Runtime status verification.
9. Economic modeling.
10. Remote start/stop.
11. Load matching based on economics.
12. Load shedding.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 31
32. CONTROL FUNCTIONS
Ø Control and monitoring of switching devices, tapped transformers,
auxiliary devices, etc.
Ø Bay-and a station-wide interlocking
Ø Dynamic Bus bar coloring according to their actual operational status.
Ø Automatic switching sequences
Automatic functions such as load shedding, power restoration, and high
speed bus bar transfer
Ø Time synchronization by radio and satellite clock signal
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 32
33. MONITORING FUNCTIONS
Measurement and displaying of current, voltage, frequency,
active and reactive power, energy, temperature, etc.
Ø Alarm functions. Storage and evaluation of time stamped
events.
Ø Trends and archiving of measurements
Ø Collection and evaluation of maintenance data
Ø Disturbance recording and evaluation
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 33
34. 4. PROTECTION FUNCTIONS
Substation protection functions includes the monitoring of events like start, trip
indication and relay operating time and setting and reading of relay parameters.
Ø Protection of bus bars. Line feeders, transformers, generators.
Ø Protection monitoring (status, events, measurements, parameters, recorders)
Ø Adaptive protection by switch-over of the active parameter set.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 34
35. 5. COMMUNICATION TECHNOLOGIES
The form of communication required for SCADA is telemetry. Telemetry is the
measurement of a quantity in such a way so as to allow interpretation of that
measurement at a distance from the primary detector.
The distinctive feature of telemetry is the nature of the translating means, which
includes provision for converting the measure into a representative quantity of
another kind that can be transmitted conveniently for measurement at a
distance.
Ø The actual distance is irrelevant.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 35
36. Telemetry may be analog or digital. In analog telemetry, a voltage,
current, or frequency proportional to the quantity being measured
is developed and transmitted on a
communication channel to the receiving location, where the
received signal is applied to a meter calibrated to indicate the
quantity being measured, or it is applied directly to a control
device such as a ECC computer.
Ø Forms of analog telemetry include variable current, pulse-
amplitude, pulse-length, and pulse-rate, with the latter two being
the most common.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 36
37. In digital telemetry, the quantity being measured is converted to
a code in which the sequence of pulses transmitted indicates the
quantity.
Ø One of the advantages to digital telemetering is the fact that
accuracy of data is not lost in transmitting the data from one
location to another.
Ø Digital telemetry requires analog to digital (A/D) and possible
digital to analog (D/A) converters, as illustrated.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 37
38. 13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 38
The earliest form of signal circuit used for SCADA telemetry consisted of
twisted pair wires; although simple and economic for short distances, it
suffers from reliability problems due to breakage, water ingress, and
ground potential risk during faults
Ø Improvements over twisted pair wires came in the form of what is now
the most
common, traditional type of telemetry mediums based on leased-wire,
power-line carrier, or microwave.
39. These are voice grade forms of telemetry, meaning
they represent communication channels suitable for
the transmission of speech, either digital or analog,
generally with a frequency range of about 300 to
3000 Hz.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 39
41. SCADA REQUIRES COMMUNICATION BETWEEN MASTER CONTROL
STATION AND REMOTE CONTROL STATION:
Leased-wire means use of a standard telephone circuit; this is a convenient
and straightforward means of telemetry when it is available, although it can
be unreliable, and it requires a continual outlay of leasing expenditures.
Ø In addition, it is not under user control and requires careful coordination
between the user and the telephone company.
Ø Power-line carrier (PLC) offers an inexpensive and typically more reliable
alternative to leased-wire.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 41
42. Here, the transmission circuit itself is used to modulate a
communication signal at a frequency much greater than the 60
Hz power frequency.
Ø Most PLC occurs at frequencies in the range of 30-500 kHz.
Ø The security of PLC is very high since the communication
equipment is located inside the substations. One disadvantage of
PLC is that the communication cannot be made through open
disconnects, i.e., when the transmission line is outaged.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 42
43. Often, this is precisely the time when the communication signal is
needed most. In addition, PLC is susceptible to line noise and
requires careful signal-to-noise ratio analysis.
Ø Most PLC is strictly analog although digital PLC has become
available from a few suppliers during the last few years.
Ø Microwave radio refers to ultra-high-frequency (UHF) radio
systems operating above 1 GHz.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 43
44. Microwave radio refers to ultra-high-frequency (UHF) radio systems operating
above 1 GHz.
Ø The earliest microwave telemetry was strictly analog, but digital microwave
communication is now quite common for EMS/SCADA applications.
This form of communication has obvious advantages over PLC and leased wire
since it requires no physical conducting medium and therefore no right-of-way.
Ø However, line of sight clearance is required in order to ensure reliable
communication, and therefore it is not applicable in some cases.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 44
45. A more recent development has concerned the use of fiber optic cable, a
technology capable of extremely fast communication speeds. Although cost
was originally prohibitive, it has now decreased to the point where it is viable.
Ø Fiber optics may be either run inside underground power cables or they
may be fastened to overhead transmission line towers just below the lines.
Ø They may also be run within the shield wire suspended above the
transmission lines.
Ø One easily sees that communication engineering is very important to
power system control.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 45
46. Students specializing in power and energy systems should
strongly consider taking communications courses to have
this background. Students specializing in communication
should consider taking power systems courses as an
application area.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 46
48. SECURITY ANALYSIS & CONTROL:
Security monitoring is the on line identification of the actual operating conditions
of a power system.
It requires system wide instrumentation to gather the system data as well as a
means for the on line determination of network topology involving an open or
closed position of circuit breakers.
A state estimation has been developed to get the best estimate of the status .the
state estimation provides the database for security analysis
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 48
49. · Data acquisition:
1. To process from RTU
2. To check status values against normal value
3. To send alarm conditions to alarm processor
4. To check analog measurements against limits.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 49
50. Alarm processor:
1. To send alarm messages
2. To transmit messages according to priority
Status processor:
1. To determine status of each substation for proper connection.
·
Reserve monitor:
1. To check generator MW output on all units against unit limits
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 50
51. State estimator:
1. To determine system state variables
2. To detect the presence of bad measures values.
3. To identify the location of bad measurements
4. To initialize the network model for other programs
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 51
53. Security Control Function:
Ø Network Topology processor-mode of the N/W
Ø State estimator.
Ø Power flow-V, δ,P,Q.
Ø Optimal power flow.
Ø Contingency analysis.
Ø Optimal power flow.
Security enhancement-existing overload using corrective control action. Preventive action.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 53
54. System Security
1. System monitoring.
2. Contingency analysis.
3. Security constrained optimal power flow
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 54
55. Security Assessment
Ø Security assessment determines first, whether the system is currently residing in an
acceptable state and second, whether the system would respond in an acceptable manner and
reach an acceptable state following any one of a pre-defined contingency set.
Ø A contingency is the unexpected failure of a transmission line, transformer, or generator.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 55
56. Ø Usually, contingencies result from occurrence of a fault, or short-circuit, to one
of these components.
Ø When such a fault occurs, the protection systems sense the fault and remove
the component, and therefore also the fault, from the system.
Ø Of course, with one less component, the overall system is weaker, and
undesirable effects may occur.
Ø For example, some remaining circuit may overload, or some bus may
experience an under voltage condition. These are called static security problems.
Ø Dynamic security problems may also occur, including uncontrollable voltage
decline, generator overspeed (loss of synchronism), or undamped oscillatory
behavior
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 56
57. Security Control
Ø Power systems are designed to survive all probable contingencies.
Ø A contingency is defined as an event that causes one or more important
components such as transmission lines, generators, and transformers to be
unexpectedly removed from service.
Ø Survival means the system stabilizes and continues to operate at acceptable
voltage and frequency levels without loss of load.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 57
58. Operations must deal with a vast number of possible conditions experienced by
the system, many of which are not anticipated in planning.
Ø Instead of dealing with the impossible task of analyzing all possible system
states, security control starts with a specific state: the current state if executing
the real-time network sequence; a postulated state if executing a study
sequence.
Ø Sequence means sequential execution of programs that perform the
following steps:
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 58
59. Determine the state of the system based on either current or postulated conditions.
2. Process a list of contingencies to determine the consequences of each contingency on the
system in its specified state.
3. Determine preventive or corrective action for those contingencies which represent
unacceptable risk.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 59
60. Security control requires topological processing to build network models
and uses large-scale AC network analysis to determine system conditions.
Ø The required applications are grouped as a network subsystem that
typically includes the following functions:
Topology processor:
Processes real-time status measurements to determine an electrical
connectivity (bus) model of the power system network.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 60
61. State estimator:
Uses real-time status and analog measurements to
determine the „„best‟‟ estimate of the state of the power
system. It uses a redundant set of measurements; calculates
voltages, phase angles, and power flows for all components
in the system; and reports overload conditions.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 61
62. Power flow:
Determines the steady-state conditions of the power system
network for a specified generation and load pattern. Calculates
voltages, phase angles, and flows across the entire system.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 62
63. Contingency analysis:
Assesses the impact of a set of contingencies on the state of the power system
and identifies potentially harmful contingencies that cause operating limit
violations.
Optimal power flow: Recommends controller actions to optimize a specified
objective function (such as system operating cost or losses) subject to a set of
power system operating constraints.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 63
64. Security enhancement:
Recommends corrective control actions to be taken to alleviate an existing or potential overload
in the system while ensuring minimal operational cost.
Bus load forecasting:
Uses real-time measurements to adaptively forecast loads for the electrical connectivity (bus)
model of the power system network
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 64
65. Preventive action:
Recommends control actions to be taken in a “preventive” mode before a
contingency occurs to preclude an overload situation if the contingency were to
occur.
Transmission loss factors:
Determines incremental loss sensitivities for generating units;
calculates the impact on losses if the output of a unit were to be increased by 1
MW.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 65
66. Short-circuit analysis:
Determines fault currents for single-phase and three-phase
faults for fault locations across the entire power system
network.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 66
69. VARIOUS OPERATING STATES:
1. Normal state
2. Alert state
3. Emergency state
4. Extremis state
5. Restorative state
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 69
71. Normal state:
A system is said to be in normal if both load and operating
constraints are satisfied .It is one in which the total demand
on the system is met by satisfying all the operating
constraints.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 71
72. Alert state:
Ø A normal state of the system said to be in alert state if one or more of the
postulated contingency states, consists of the constraint limits violated.
Ø When the system security level falls below a certain level or the probability of
disturbance increases, the system may be in alert state .
Ø All equalities and inequalities are satisfied, but on the event of a disturbance, the
system may not have all the inequality constraints satisfied.
Ø If severe disturbance occurs, the system will push into emergency state. To bring
back the system to secure state, preventive control action is carried out.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 72
73. Emergency state:
Ø The system is said to be in emergency state if one or more
operating constraints are violated, but the load constraint is satisfied
.
Ø In this state, the equality constraints are unchanged.
Ø The system will return to the normal or alert state by means of
corrective actions, disconnection of faulted section or load sharing.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 73
74. Extremis state:
Ø When the system is in emergency, if no proper corrective action is taken in
time, then it goes to either emergency state or extremis state.
Ø In this regard neither the load or nor the operating constraint is satisfied, this
result is islanding.
Ø Also the generating units are strained beyond their capacity .
Ø So emergency control action is done to bring back the system state either to
the emergency state or normal state.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 74
75. Restorative state:
Ø From this state, the system may be brought back either to alert state or
secure state .The latter is a slow process.
Ø Hence, in certain cases, first the system is brought back to alert state and
then to the secure state .
Ø This is done using restorative control action.
13-06-2024 DR.G.KANNAYERAM,ASP/EEE. SRIT 75