This document provides data on day-ahead and real-time locational marginal prices (LMPs) in the Midcontinent Independent System Operator (MISO) system from April 2014 to April 2015. It shows average monthly LMPs were generally higher in the day-ahead market than in real-time, with price divergence ranging from 0.23$/MWh to 13.41$/MWh. The document also includes data on fuel prices, congestion collections, flowgate outages, and other market metrics over this period.
The Mobilisation Cookbook: A Greenpeace guide to cooking up people powered ca...MobLab
People powered movements are transforming the world—and our work. Today, nearly everyone has tools for change in the palm of their hand, which is reshaping how organisations like Greenpeace think and operate. Amidst rapid change we’ve often found ourselves talking about mobilisation and people power without a shared sense, a language, for what we mean.
Why do words like “engagement” ring through our offices as often as smartphones? What is “people power,” anyway? Most importantly, why should any of this matter to you and the people you work with?
The Mobilisation Cookbook is a guide to answer (almost) everything you wanted to know about “people powered” campaigns at Greenpeace but were afraid to ask. Developed for Greenpeace staff, volunteers, and allies, this guide will help anyone cook up effective people powered campaigns.
The IBM dashboard for operational metricsPlatform CF
The document summarizes IBM's use of a metrics dashboard to monitor their Cloud Foundry deployments. It discusses:
1. The key metrics tracked by the dashboard like DEA and app health, resource usage, and growth trends.
2. How the dashboard provides views of component health, resource usage, growth trends, access to logs, and email notifications to help find and fix problems and see patterns.
3. Ideas to find better data in their next generation Cloud Foundry deployment like restoring user and app linkages, detecting errors traceable to users, and automating responses based on metrics to make systems more self-healing and self-scaling.
The Chief Data Officer Agenda: Metrics for Information and Data ManagementDATAVERSITY
Welcome to The Chief Data Officer Agenda, a DATAVERSITY monthly webinar focused on the emerging priorities of the Chief Data Officer (CDO). What issues are CDOs facing now, and what should be on their Agenda. The webinar series is moderated by DATAVERSITY CEO and Founder, Tony Shaw, who will be joined each month by guest experts to discuss the requirements and demands on the burgeoning CDO role.
This month in the series:
The value proposition of enterprise information management is founded on Information being treated as an Asset. Information management professionals concur, but CxOs will say "So what?" In most organizations, they are both right! The conflict starts with one group thinking metaphorically, and the other literally. CDOs know that “Information asset” needs to be more than a metaphor…it has to be actionable. When you’re in charge of the application and value of data, how do you measure that? How do you measure progress? What types of metrics are there and which ones actually work? There is a lot more to measuring the value of information than common ROI.
This presentation will give you some starting points for real information asset management and information economics. You’ll learn some of the techniques being used successfully today, and considerations for quantifying the value and progress of information management. There is a means of reconciliation between the metaphors and reality, and this talk will outline a vision for the future, but with practical steps to help you get there.
This document summarizes the performance data of a 37.5 MW solar power plant in Maharashtra over several months. It reports on the actual vs. designed capacity utilization factor and plant/grid availability. Generation was lower than designed targets in some months due to inverter downtime, grid outages and module defects like snail trails that caused underperformance. Routine module cleaning helped increase power output on sunny days.
This document summarizes the presentation given by Wilson Ferreira Jr., CEO of Eletrobras, to the 5th Utilities Day hosted by Itau BBA. The presentation covered Eletrobras' 2014 results, the regulatory scenario in Brazil, and the hydrological scenario outlook for 2015. Some key points included a 6% increase in EBITDA in 2014, recent changes to Brazil's extraordinary tariff review and tariff flag system, the entry into operation of new generation projects, and scenarios for reservoir levels and energy supply in 2015 given lower-than-average rainfall in early 2015. The document concludes with a proposed capital increase and stock bonus distribution to shareholders.
1) A step test was performed on a simulated gas processing plant to generate data for building a dynamic model predictive controller (DMC).
2) An economic model was generated using the steady state gains from the plant test data to calculate the linear programming (LP) costs associated with changes in economic variables like duty rates.
3) Equal concern errors were calculated for controlled variables (CVs) like sales gas dew point and propane composition based on their relative importance, with a higher weight given to maintaining propane composition given its greater economic impact.
This presentation summarizes the performance of the CRM division, which includes the PPPL, ARP, Mill, and RWL lines. Some key points:
- Total production since commissioning is 204,426 MT. Highest daily production was 571.27 MT at PPPL in May 2016.
- Yields have been high, with the highest recorded being 99.442% at Mill in June 2016. Average yields for PPPL, Mill and RWL have been maintained above 99%, 95%, and 94% respectively.
- Consumption of work rolls and internal mill rolls has decreased by 62.2% and 53.1% respectively from 2015 to 2016 averages due to various improvement efforts.
This document discusses reliability prediction based on multiple accelerated life tests. It provides examples of analyzing field data to determine failure rates and extract acceleration factors for different failure mechanisms. The key points are that traditional reliability models do not properly account for multiple failure mechanisms, and a physics-based approach is needed to separate mechanisms and make accurate reliability predictions over different operating conditions.
The Mobilisation Cookbook: A Greenpeace guide to cooking up people powered ca...MobLab
People powered movements are transforming the world—and our work. Today, nearly everyone has tools for change in the palm of their hand, which is reshaping how organisations like Greenpeace think and operate. Amidst rapid change we’ve often found ourselves talking about mobilisation and people power without a shared sense, a language, for what we mean.
Why do words like “engagement” ring through our offices as often as smartphones? What is “people power,” anyway? Most importantly, why should any of this matter to you and the people you work with?
The Mobilisation Cookbook is a guide to answer (almost) everything you wanted to know about “people powered” campaigns at Greenpeace but were afraid to ask. Developed for Greenpeace staff, volunteers, and allies, this guide will help anyone cook up effective people powered campaigns.
The IBM dashboard for operational metricsPlatform CF
The document summarizes IBM's use of a metrics dashboard to monitor their Cloud Foundry deployments. It discusses:
1. The key metrics tracked by the dashboard like DEA and app health, resource usage, and growth trends.
2. How the dashboard provides views of component health, resource usage, growth trends, access to logs, and email notifications to help find and fix problems and see patterns.
3. Ideas to find better data in their next generation Cloud Foundry deployment like restoring user and app linkages, detecting errors traceable to users, and automating responses based on metrics to make systems more self-healing and self-scaling.
The Chief Data Officer Agenda: Metrics for Information and Data ManagementDATAVERSITY
Welcome to The Chief Data Officer Agenda, a DATAVERSITY monthly webinar focused on the emerging priorities of the Chief Data Officer (CDO). What issues are CDOs facing now, and what should be on their Agenda. The webinar series is moderated by DATAVERSITY CEO and Founder, Tony Shaw, who will be joined each month by guest experts to discuss the requirements and demands on the burgeoning CDO role.
This month in the series:
The value proposition of enterprise information management is founded on Information being treated as an Asset. Information management professionals concur, but CxOs will say "So what?" In most organizations, they are both right! The conflict starts with one group thinking metaphorically, and the other literally. CDOs know that “Information asset” needs to be more than a metaphor…it has to be actionable. When you’re in charge of the application and value of data, how do you measure that? How do you measure progress? What types of metrics are there and which ones actually work? There is a lot more to measuring the value of information than common ROI.
This presentation will give you some starting points for real information asset management and information economics. You’ll learn some of the techniques being used successfully today, and considerations for quantifying the value and progress of information management. There is a means of reconciliation between the metaphors and reality, and this talk will outline a vision for the future, but with practical steps to help you get there.
This document summarizes the performance data of a 37.5 MW solar power plant in Maharashtra over several months. It reports on the actual vs. designed capacity utilization factor and plant/grid availability. Generation was lower than designed targets in some months due to inverter downtime, grid outages and module defects like snail trails that caused underperformance. Routine module cleaning helped increase power output on sunny days.
This document summarizes the presentation given by Wilson Ferreira Jr., CEO of Eletrobras, to the 5th Utilities Day hosted by Itau BBA. The presentation covered Eletrobras' 2014 results, the regulatory scenario in Brazil, and the hydrological scenario outlook for 2015. Some key points included a 6% increase in EBITDA in 2014, recent changes to Brazil's extraordinary tariff review and tariff flag system, the entry into operation of new generation projects, and scenarios for reservoir levels and energy supply in 2015 given lower-than-average rainfall in early 2015. The document concludes with a proposed capital increase and stock bonus distribution to shareholders.
1) A step test was performed on a simulated gas processing plant to generate data for building a dynamic model predictive controller (DMC).
2) An economic model was generated using the steady state gains from the plant test data to calculate the linear programming (LP) costs associated with changes in economic variables like duty rates.
3) Equal concern errors were calculated for controlled variables (CVs) like sales gas dew point and propane composition based on their relative importance, with a higher weight given to maintaining propane composition given its greater economic impact.
This presentation summarizes the performance of the CRM division, which includes the PPPL, ARP, Mill, and RWL lines. Some key points:
- Total production since commissioning is 204,426 MT. Highest daily production was 571.27 MT at PPPL in May 2016.
- Yields have been high, with the highest recorded being 99.442% at Mill in June 2016. Average yields for PPPL, Mill and RWL have been maintained above 99%, 95%, and 94% respectively.
- Consumption of work rolls and internal mill rolls has decreased by 62.2% and 53.1% respectively from 2015 to 2016 averages due to various improvement efforts.
This document discusses reliability prediction based on multiple accelerated life tests. It provides examples of analyzing field data to determine failure rates and extract acceleration factors for different failure mechanisms. The key points are that traditional reliability models do not properly account for multiple failure mechanisms, and a physics-based approach is needed to separate mechanisms and make accurate reliability predictions over different operating conditions.
A PowerPoint presentation from Rice Energy used by management on a May 7, 2015 earnings call. Lots of great detail and maps covering Rice's active drilling programs in both the Marcellus and Utica Shale plays.
Decarbonising EU Power: Trends and ChallengesMatt Gray
The document discusses trends and challenges in decarbonizing the EU power sector. It summarizes that power demand growth has declined since the 1990s and fossil fuels are being squeezed by rising renewable generation. A key challenge is that most coal and nuclear plants are over 30 years old. Meeting long-term decarbonization goals will require a large shift to renewable and low-carbon sources. However, integrating high shares of variable renewables poses economic and technical challenges to maintaining grid stability. Reforming the EU Emissions Trading System will also be important to provide a stronger carbon price signal to encourage needed investment in cleaner technologies.
1999 infiniti qx4 service repair manualfjjksekksemm
The document is a 1999 INFINITI QX4 service manual containing maintenance and repair procedures. It includes an introduction noting that the manual should be read thoroughly for safety and vehicle functioning. Safety is emphasized as the proper performance of service procedures depends on skills, tools, and ensuring personal and vehicle safety. Conversion tables are also included to convert between inches and millimeters.
This document provides examples of customized investment portfolios that can be created using optimization tools to meet specified risk, return, and constraint criteria. Example 1 creates a portfolio of 70-100 global stocks optimized for a target return of 12-15% with sector and exposure limits. Example 2 adds constraints on geography, market capitalization and price-to-earnings ratio. Later examples optimize portfolios for negative or positive correlation to market indices, thematic investments in Japanese stocks, and other specialized criteria. The examples demonstrate how optimization tools can be used to construct portfolios tailored to specific investment objectives or risk profiles.
This document summarizes the key drivers of peak electricity demand on Ausgrid's electricity distribution network in New South Wales, Australia. It finds that peak demand is primarily driven by weather conditions, with higher peaks occurring in summer months due to increased air conditioning use. Residential customers account for over half of peak demand, with air conditioning use increasing residential loads by over 200% on peak days. Medium and large business customers can also significantly impact peaks, with their demand varying in response to wholesale electricity prices. Understanding customer class contributions and load profiles is important for network investment planning to meet peak demand growth.
The document provides a summary of the Vector Load Report, which forecasts ERCOT's 4-day load projections. It notes that the report format is changing to a subscription model and provides an overview of the general load forecasts, deviations from historical averages, and risk indicators for each congestion zone. It also describes options for customizing the forecasts to individual company load profiles and schedules.
This is the Highly Detailed factory service repair manual for the1999 INFINITI Q45, this Service Manual has detailed illustrations as well as step by step instructions,It is 100 percents complete and intact. they are specifically written for the do-it-yourself-er as well as the experienced mechanic.1999 INFINITI Q45 Service Repair Workshop Manual provides step-by-step instructions based on the complete dis-assembly of the machine. It is this level of detail, along with hundreds of photos and illustrations, that guide the reader through each service and repair procedure. Complete download comes in pdf format which can work under all PC based windows operating system and Mac also, All pages are printable. Using this repair manual is an inexpensive way to keep your vehicle working properly.
Service Repair Manual Covers:
General Information
Maintenance
Engine Mechanical
Engine Lubrication & Cooling Systems
Engine Control System
Accelerator Control, Fuel & Exhaust Systems
Automatic Transmission
Propeller Shaft & Differential Carrier
Front Axle & Front Suspension
Rear Axle & Rear Suspension
Brake System
Steering System
Restraint System
Body & Trim
Heater & Air Conditioner
Electrical System
Alphabetical Index
File Format: PDF
Compatible: All Versions of Windows & Mac
Language: English
Requirements: Adobe PDF Reader
NO waiting, Buy from responsible seller and get INSTANT DOWNLOAD, Without wasting your hard-owned money on uncertainty or surprise! All pages are is great to have1999 INFINITI Q45 Service Repair Workshop Manual.
Looking for some other Service Repair Manual,please check:
https://www.aservicemanualpdf.com/
Thanks for visiting!
#تواصل_تطوير
المحاضرة رقم 179
الدكتور / علي المراكبي
استشاري الهندسة الميكانيكية وخبير ترشيد الطاقة
بعنوان
"اقتصاديات إنتاج الكهرباء بالتكنولوجيات المختلفة"
يوم الإثنين 24 أكتوبر 2022
الثامنة مساء توقيت القاهرة
التاسعة مساء توقيت مكة المكرمة
و الحضور عبر تطبيق زووم
https://us02web.zoom.us/meeting/register/tZUoc-quqTorGtB0hRPR6oljN7DKOanGdx1f
علما ان هناك بث مباشر للمحاضرة على القنوات الخاصة بجمعية المهندسين المصريين
ونأمل أن نوفق في تقديم ما ينفع المهندس ومهمة الهندسة في عالمنا العربي
والله الموفق
للتواصل مع إدارة المبادرة عبر قناة التليجرام
https://t.me/EEAKSA
ومتابعة المبادرة والبث المباشر عبر نوافذنا المختلفة
رابط اللينكدان والمكتبة الالكترونية
https://www.linkedin.com/company/eeaksa-egyptian-engineers-association/
رابط قناة التويتر
https://twitter.com/eeaksa
رابط قناة الفيسبوك
https://www.facebook.com/EEAKSA
رابط قناة اليوتيوب
https://www.youtube.com/user/EEAchannal
رابط التسجيل العام للمحاضرات
https://forms.gle/vVmw7L187tiATRPw9
ملحوظة : توجد شهادات حضور مجانية لمن يسجل فى رابط التقيم اخر المحاضرة.
This document provides a 3-sentence summary of the key points:
The document discusses South Korea's power market, describing its generation capacity, transmission infrastructure, and peak electricity demand. It then outlines the country's electricity market structure, including its mandatory pool system with cost-based bidding, system marginal pricing, and payments for capacity and ancillary services. Generators submit daily bids for availability on an hourly basis to be dispatched the following day in the day-ahead market.
2001 Infiniti G20 Service Repair Manual.pdffusjekmdjdud3e
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. It also explains how to use the service manual, read wiring diagrams, check connectors and terminals, perform diagnostics, and more. Identification information is provided, including vehicle identification numbers, engine and transmission codes, dimensions and lifting points.
2001 Infiniti G20 Service Repair Manual.pdff8usjekdkdmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. It also explains how to use the service manual, read wiring diagrams, check connectors and terminals, perform diagnostics, and more. Identification information is provided, including vehicle identification numbers, engine and transmission codes, dimensions and lifting points.
2001 Infiniti G20 Service Repair Manual.pdfjjkdmsmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. Guidelines are provided for how to use the service manual, read wiring diagrams, inspect connectors and terminals, perform diagnostics, and identify the vehicle.
2001 Infiniti G20 Service Repair Manual.pdff8usejdkddmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. Guidelines are provided for how to use the service manual, read wiring diagrams, inspect connectors and terminals, perform diagnostics, and identify the vehicle.
2001 Infiniti G20 Service Repair Manual.pdff8suejjdkddmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. Guidelines are provided for how to use the service manual, read wiring diagrams, inspect connectors and terminals, perform diagnostics, and identify the vehicle.
2001 Infiniti G20 Service Repair Manual.pdffjksekmmdm
This document is a service manual for the 2001 Infiniti G20. It contains maintenance and repair procedures to ensure safety and efficient functioning of the vehicle. Proper precautions should be taken before any repair tasks, as described in the Precautions section. The manual provides wiring diagrams and descriptions to aid technicians in diagnosing electrical issues. It also includes tips for efficiently performing diagnosis, such as how to simulate incidents and inspect circuits and connectors.
This document provides statistics on electricity generation, sales, and infrastructure in Sri Lanka for the years 2014-2015. Key highlights include:
- Total electricity generation increased 5.9% from 12,357 GWh in 2014 to 13,090 GWh in 2015.
- Revenue from billed electricity sales decreased 8.13% from 204,672 million rupees in 2014 to 188,036 million rupees in 2015.
- The number of consumer accounts grew 4.26% from 5,417,532 in 2014 to 5,648,132 in 2015.
A PowerPoint presentation from Rice Energy used by management on a May 7, 2015 earnings call. Lots of great detail and maps covering Rice's active drilling programs in both the Marcellus and Utica Shale plays.
Decarbonising EU Power: Trends and ChallengesMatt Gray
The document discusses trends and challenges in decarbonizing the EU power sector. It summarizes that power demand growth has declined since the 1990s and fossil fuels are being squeezed by rising renewable generation. A key challenge is that most coal and nuclear plants are over 30 years old. Meeting long-term decarbonization goals will require a large shift to renewable and low-carbon sources. However, integrating high shares of variable renewables poses economic and technical challenges to maintaining grid stability. Reforming the EU Emissions Trading System will also be important to provide a stronger carbon price signal to encourage needed investment in cleaner technologies.
1999 infiniti qx4 service repair manualfjjksekksemm
The document is a 1999 INFINITI QX4 service manual containing maintenance and repair procedures. It includes an introduction noting that the manual should be read thoroughly for safety and vehicle functioning. Safety is emphasized as the proper performance of service procedures depends on skills, tools, and ensuring personal and vehicle safety. Conversion tables are also included to convert between inches and millimeters.
This document provides examples of customized investment portfolios that can be created using optimization tools to meet specified risk, return, and constraint criteria. Example 1 creates a portfolio of 70-100 global stocks optimized for a target return of 12-15% with sector and exposure limits. Example 2 adds constraints on geography, market capitalization and price-to-earnings ratio. Later examples optimize portfolios for negative or positive correlation to market indices, thematic investments in Japanese stocks, and other specialized criteria. The examples demonstrate how optimization tools can be used to construct portfolios tailored to specific investment objectives or risk profiles.
This document summarizes the key drivers of peak electricity demand on Ausgrid's electricity distribution network in New South Wales, Australia. It finds that peak demand is primarily driven by weather conditions, with higher peaks occurring in summer months due to increased air conditioning use. Residential customers account for over half of peak demand, with air conditioning use increasing residential loads by over 200% on peak days. Medium and large business customers can also significantly impact peaks, with their demand varying in response to wholesale electricity prices. Understanding customer class contributions and load profiles is important for network investment planning to meet peak demand growth.
The document provides a summary of the Vector Load Report, which forecasts ERCOT's 4-day load projections. It notes that the report format is changing to a subscription model and provides an overview of the general load forecasts, deviations from historical averages, and risk indicators for each congestion zone. It also describes options for customizing the forecasts to individual company load profiles and schedules.
This is the Highly Detailed factory service repair manual for the1999 INFINITI Q45, this Service Manual has detailed illustrations as well as step by step instructions,It is 100 percents complete and intact. they are specifically written for the do-it-yourself-er as well as the experienced mechanic.1999 INFINITI Q45 Service Repair Workshop Manual provides step-by-step instructions based on the complete dis-assembly of the machine. It is this level of detail, along with hundreds of photos and illustrations, that guide the reader through each service and repair procedure. Complete download comes in pdf format which can work under all PC based windows operating system and Mac also, All pages are printable. Using this repair manual is an inexpensive way to keep your vehicle working properly.
Service Repair Manual Covers:
General Information
Maintenance
Engine Mechanical
Engine Lubrication & Cooling Systems
Engine Control System
Accelerator Control, Fuel & Exhaust Systems
Automatic Transmission
Propeller Shaft & Differential Carrier
Front Axle & Front Suspension
Rear Axle & Rear Suspension
Brake System
Steering System
Restraint System
Body & Trim
Heater & Air Conditioner
Electrical System
Alphabetical Index
File Format: PDF
Compatible: All Versions of Windows & Mac
Language: English
Requirements: Adobe PDF Reader
NO waiting, Buy from responsible seller and get INSTANT DOWNLOAD, Without wasting your hard-owned money on uncertainty or surprise! All pages are is great to have1999 INFINITI Q45 Service Repair Workshop Manual.
Looking for some other Service Repair Manual,please check:
https://www.aservicemanualpdf.com/
Thanks for visiting!
#تواصل_تطوير
المحاضرة رقم 179
الدكتور / علي المراكبي
استشاري الهندسة الميكانيكية وخبير ترشيد الطاقة
بعنوان
"اقتصاديات إنتاج الكهرباء بالتكنولوجيات المختلفة"
يوم الإثنين 24 أكتوبر 2022
الثامنة مساء توقيت القاهرة
التاسعة مساء توقيت مكة المكرمة
و الحضور عبر تطبيق زووم
https://us02web.zoom.us/meeting/register/tZUoc-quqTorGtB0hRPR6oljN7DKOanGdx1f
علما ان هناك بث مباشر للمحاضرة على القنوات الخاصة بجمعية المهندسين المصريين
ونأمل أن نوفق في تقديم ما ينفع المهندس ومهمة الهندسة في عالمنا العربي
والله الموفق
للتواصل مع إدارة المبادرة عبر قناة التليجرام
https://t.me/EEAKSA
ومتابعة المبادرة والبث المباشر عبر نوافذنا المختلفة
رابط اللينكدان والمكتبة الالكترونية
https://www.linkedin.com/company/eeaksa-egyptian-engineers-association/
رابط قناة التويتر
https://twitter.com/eeaksa
رابط قناة الفيسبوك
https://www.facebook.com/EEAKSA
رابط قناة اليوتيوب
https://www.youtube.com/user/EEAchannal
رابط التسجيل العام للمحاضرات
https://forms.gle/vVmw7L187tiATRPw9
ملحوظة : توجد شهادات حضور مجانية لمن يسجل فى رابط التقيم اخر المحاضرة.
This document provides a 3-sentence summary of the key points:
The document discusses South Korea's power market, describing its generation capacity, transmission infrastructure, and peak electricity demand. It then outlines the country's electricity market structure, including its mandatory pool system with cost-based bidding, system marginal pricing, and payments for capacity and ancillary services. Generators submit daily bids for availability on an hourly basis to be dispatched the following day in the day-ahead market.
2001 Infiniti G20 Service Repair Manual.pdffusjekmdjdud3e
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. It also explains how to use the service manual, read wiring diagrams, check connectors and terminals, perform diagnostics, and more. Identification information is provided, including vehicle identification numbers, engine and transmission codes, dimensions and lifting points.
2001 Infiniti G20 Service Repair Manual.pdff8usjekdkdmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. It also explains how to use the service manual, read wiring diagrams, check connectors and terminals, perform diagnostics, and more. Identification information is provided, including vehicle identification numbers, engine and transmission codes, dimensions and lifting points.
2001 Infiniti G20 Service Repair Manual.pdfjjkdmsmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. Guidelines are provided for how to use the service manual, read wiring diagrams, inspect connectors and terminals, perform diagnostics, and identify the vehicle.
2001 Infiniti G20 Service Repair Manual.pdff8usejdkddmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. Guidelines are provided for how to use the service manual, read wiring diagrams, inspect connectors and terminals, perform diagnostics, and identify the vehicle.
2001 Infiniti G20 Service Repair Manual.pdff8suejjdkddmmd
This document provides precautions and general information for servicing an INFINITI G20 vehicle. It outlines safety precautions for supplemental restraint systems, the vehicle immobilizer system, electrical components, fluids and more. Guidelines are provided for how to use the service manual, read wiring diagrams, inspect connectors and terminals, perform diagnostics, and identify the vehicle.
2001 Infiniti G20 Service Repair Manual.pdffjksekmmdm
This document is a service manual for the 2001 Infiniti G20. It contains maintenance and repair procedures to ensure safety and efficient functioning of the vehicle. Proper precautions should be taken before any repair tasks, as described in the Precautions section. The manual provides wiring diagrams and descriptions to aid technicians in diagnosing electrical issues. It also includes tips for efficiently performing diagnosis, such as how to simulate incidents and inspect circuits and connectors.
This document provides statistics on electricity generation, sales, and infrastructure in Sri Lanka for the years 2014-2015. Key highlights include:
- Total electricity generation increased 5.9% from 12,357 GWh in 2014 to 13,090 GWh in 2015.
- Revenue from billed electricity sales decreased 8.13% from 204,672 million rupees in 2014 to 188,036 million rupees in 2015.
- The number of consumer accounts grew 4.26% from 5,417,532 in 2014 to 5,648,132 in 2015.
Orchestrating the Future: Navigating Today's Data Workflow Challenges with Ai...Kaxil Naik
Navigating today's data landscape isn't just about managing workflows; it's about strategically propelling your business forward. Apache Airflow has stood out as the benchmark in this arena, driving data orchestration forward since its early days. As we dive into the complexities of our current data-rich environment, where the sheer volume of information and its timely, accurate processing are crucial for AI and ML applications, the role of Airflow has never been more critical.
In my journey as the Senior Engineering Director and a pivotal member of Apache Airflow's Project Management Committee (PMC), I've witnessed Airflow transform data handling, making agility and insight the norm in an ever-evolving digital space. At Astronomer, our collaboration with leading AI & ML teams worldwide has not only tested but also proven Airflow's mettle in delivering data reliably and efficiently—data that now powers not just insights but core business functions.
This session is a deep dive into the essence of Airflow's success. We'll trace its evolution from a budding project to the backbone of data orchestration it is today, constantly adapting to meet the next wave of data challenges, including those brought on by Generative AI. It's this forward-thinking adaptability that keeps Airflow at the forefront of innovation, ready for whatever comes next.
The ever-growing demands of AI and ML applications have ushered in an era where sophisticated data management isn't a luxury—it's a necessity. Airflow's innate flexibility and scalability are what makes it indispensable in managing the intricate workflows of today, especially those involving Large Language Models (LLMs).
This talk isn't just a rundown of Airflow's features; it's about harnessing these capabilities to turn your data workflows into a strategic asset. Together, we'll explore how Airflow remains at the cutting edge of data orchestration, ensuring your organization is not just keeping pace but setting the pace in a data-driven future.
Session in https://budapestdata.hu/2024/04/kaxil-naik-astronomer-io/ | https://dataml24.sessionize.com/session/667627
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
Open Source Contributions to Postgres: The Basics POSETTE 2024ElizabethGarrettChri
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
1. MISO System-wide DA and RT LMPs
40.06
44.49
39.22
33.27
33.37
32.39
33.37
35.34
30.17
28.48
31.73
28.42
25.20
41.13
44.16
36.95
32.15
32.12
33.09
32.44
34.34
29.38
28.19
30.46
29.04
24.64
0
5
10
15
20
25
30
35
40
45
50
55
60
65
70
75
80
Apr-14May-14Jun-14 Jul-14 Aug-14Sep-14 Oct-14 Nov-14Dec-14Jan-15 Feb-15Mar-15 Apr-15
$/MWh
Day-Ahead and Real-Time Average Monthly System-Wide MISO
Prices
MISO DA MISO RT
Note: MISO System-Wide price is based on the monthly hourly average of the active hubs.
1
2. 30.7%
30.1%
22.8%
14.0%
10.3%
12.3%
12.8%
14.0%
10.4%
11.1%
19.0%
17.9%
13.6%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
PercentPriceDivergence*
DA/RT Price Deviation
Price Convergence: DA and RT LMP
12.30
13.41
8.94
4.65
3.44 4.00 4.27 4.93
3.13 3.17
6.03 5.08
3.42
-1.08
0.33 0.23 1.12 1.25
-0.70
0.93 1.00 0.78 0.29 1.27
-0.63
0.56
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
$/MWh
Average Absolute (DA-RT) difference Average (DA-RT) difference
* Monthly deviation, expressed as a percent of average DA LMP, is calculated as the average of hourly absolute (DA-RT) price differences divided by the average of hourly
DA LMPs for the month.
Note: MISO System-Wide price is based on the monthly hourly average of the active trading hubs.
2
8. 193.61
255.95
175.34
89.85
79.28
134.66
140.66
125.26
95.91
101.27
167.54
139.74
92.80
125.34
7.48
2.83
2.65
21.74
6.49
0.32
12.19
2.55
1.95
4.97
0.00
1.62
1.23
15.63
0
50
100
150
200
250
300
Apr
2014
May Jun Jul Aug Sep Oct Nov Dec Jan
2015
Feb Mar Apr YTD
Avg
$inMillions
Hourly and Monthly Funding for Credits Net FTR Shortfall
Source: MISO Market ECF Report
Date of Extraction: May 5, 2015. Values may change due to resettlement.
FTR Rolling 12-month percentage calculations can be found in the April 2015 FTRWG meeting materials.
FTR Monthly and Rolling 12-Month Funding
C
8
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
Monthly FTR Allocation% 89.9% 97.5% 99.8% 96.9% 96.8% 94.7% 90.0% 91.1% 97.4% 98.8% 99.0% 100.0% 94.9%
Rolling 12-month Allocation% 97.7% 98.2% 98.6% 98.4% 98.3% 97.9% 97.6% 97.5% 97.4% 96.1% 96.1% 96.1% 96.8%
9. Offered Capacity and RT Peak Load Obligation
Offered Capacity (Hourly Average per category)
MW
Source: MISO Information Delivery and Market Analysis Department
*Gas excludes CC and CT units.
**Other includes DRR as well as oil ,pet coke and waste units.
1Real-Time ICCP Load plus Real-Time Regulation Requirement plus Real-Time Spinning Requirement at the daily Peak hour
Average Net Scheduled
Interchange over all hours
Hydro
Nuclear
Gas*
CC
CT
Other**
1Real-Time peak
load obligation
Coal
Wind
9
0
10,000
20,000
30,000
40,000
50,000
60,000
70,000
80,000
90,000
100,000
110,000
120,000
130,000
140,000
150,000
160,000
4/1
4/2
4/3
4/4
4/5
4/6
4/7
4/8
4/9
4/10
4/11
4/12
4/13
4/14
4/15
4/16
4/17
4/18
4/19
4/20
4/21
4/22
4/23
4/24
4/25
4/26
4/27
4/28
4/29
4/30
10. Marginal Fuel – April 2015
Percentage of Time a Fuel is Marginal in the Real-Time Market
% of Time
Source: MISO Information Delivery and Market Analysis Department
42
85
30
0 0 0
66
46
82
48
0 2 1
55
44
83
39
0 1 0
61
0
20
40
60
80
100
120
CC Coal Gas^^ Nuclear Oil Hydro *Wind
Off-Peak On-Peak Total
Note: Binding transmission constraints can produce instances where more than one unit is marginal in the system. Consequently, more than one
fuel may be on the margin; and since each marginal unit is included in the analysis, the percentage may sum to more than 100%.
^^Gas excludes Combined Cycle units
10
11. Generation Outages and Derates
Source: MISO CROW Outage Scheduler
* Forced Outages include Emergency, Forced, and Urgent
* Planned Outages include Planned
*De-rates are based on limits observed in Real-Time and may reflect normal seasonal de-rates in addition to de-rates for maintenance
or other operating conditions.
Outages extracted on May 01, 2015
0
5,000
10,000
15,000
20,000
25,000
30,000
35,000
40,000
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
MW
Daily Average Generation Outages and Derates - Reliability Footprint
Forced* Planned* Derates*
Data includes both MISO market and reliability footprints. Outage data is “point in time” and
can change. The chart reflects the data as it resided in the system on the date of extraction.
11
12. 0 0 0 0 0 0 0 0 0 0 0 0 00 0 0 0 0 0 0 0 0 0 0 0 00 0 0 0 0 0 0 0 0 0 0 0 0
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
Count
Alerts* Warnings* Events*
Minimum and Maximum Generation Notifications
0 0 0
1
0 0 0 0 0 0 0 0 00 0 0 0 0 0 0 0 0 0 0 0 00 0 0 0 0 0 0 0 0 0 0 0 0
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
Count
Alerts* Warnings* Events*
Minimum Generation Actions
Supply surplus situations during light load periods when on-line resources need to operate at Emergency Minimum levels or be decommitted as to not over
burden the interconnected system.
Maximum Generation Actions
System-wide or transmission contingency related capacity shortages that may jeopardize the reliable operation of all or part of the MISO system.
Source: MISO Real-Time Operations Department
* Alerts – forecasting specific emergency situations in a future time-frame
* Warnings – experiencing initial stages of an emergency situation and taking action
* Events – experiencing an emergency situation and taking action
12
13. 100 96 98.33 98.9
Apr-15 Mar-15 2015 YTD Avg 2014 Avg
-4.2
251.5 256.6 286.2
-11.6
-3.5
-20.6
254.4
Apr-15 Mar-15 2015 YTD Avg 2014 Avg
Mean STD
45 49
36
29
Apr-15 Mar-15 2015 YTD Avg 2014 Avg
6
0
0
0
0
0
Level 3 & 4
Level 5
Level 6
Apr-15 Mar-15
2.5
4.0
1.0
0.0
1.0
2.0
Apr-15 Mar-15 2015 YTD Avg 2014 Avg
MISO External
Reliability — Other Metrics
Transmission Loading Relief (TLR) Events Area Control Error (ACE)
MW
Levels:
3 – curtailing non-firm
4 – curtailing non-firm and reconfiguring
5 – curtailing firm
6 – emergency
Manual Redispatches (Count)
23,518 MWh Non-Firm MWh Curtailed
0 MWh Firm MWh Curtailed
Source: MISO Real-Time Operations Department
April 2015 Unit Commitment Efficiency
Percentage of days with online generation held to target and sufficient to meet
demand and constraints
N
Contingency Reserve Sharing
# of ARS events
O
13
14. Generation Interconnect Queue – Overall
0
50
100
150
200
250
300
350
400
450
Apr
2013
May Jun Jul Aug Sep Oct Nov Dec Jan
2014
Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan
2015
Feb Mar Apr
#ofRequests
0
5,000
10,000
15,000
20,000
25,000
30,000
SizeofQueue(MW)
Size of Queue (MW) Number of Requests
Generation Interconnect Queue – Overall Status
Source: MISO Transmission Planning Department
84
2
81
Requests
Wind Coal Other
14
15. Generator Suspension/Retirement – Overall
0
5
10
15
20
Apr
2013
May Jun Jul Aug Sep Oct Nov Dec Jan
2014
Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan
2015
Feb Mar Apr
#ofRequests
0
500
1,000
1,500
2,000
2,500
3,000
3,500
SizeofQueue(MW)
Size of Queue (MW) Number of Requests
Generator Suspension/Retirement Requests – Overall
Source: MISO Transmission Planning Department
2
1
0
Requests in Study -
Current Month
Coal Gas Other
15
16. Regional DA and RT Average Hub LMP
Source: MISO Information Delivery and Market Analysis Department
16
29.68
30.77
30.01
24.18
25.88
32.79
26.22
28.64
29.93
29.20
24.01
25.07
36.81
25.95
22.20
24.64
23.36
16.70
20.98
23.85
22.48
19.99
24.78
23.12
16.15
19.99
21.35
21.13
ILL IND MICH MINN ARK LOU TEX
Central Region North Region South Region
Day-Ahead and Real-Time Average Monthly LMP for Hubs
Peak/Off-Peak : April 2015
DA_Peak RT_Peak DA_offPeak RT_offPeak
17. Source: MISO Information Delivery and Market Analysis Department
Regional & System-wide DA & RT LMP – MISO, PJM, SPP
Note: SPP price is the hourly average of LMPs at SPP’s Settlement Locations. Hourly LMP data provided by SPP.
21.70
25.20
30.35
22.00
24.64
29.81
SPP MISO PJM
$/MWh
Day-Ahead and Real-Time Average Monthly LMP for MISO, PJM and SPP:
April 2015
Day-Ahead Real-Time
26.12
23.38
27.64
24.77
27.12
22.47
27.30
24.75
SPP South Hub MISO Arkansas Hub MISO Indiana Hub PJM Chicago Hub
$/MWh
17
19. Average Load by Region
Central Region
(GW)
South Region
(GW)
North Region
(GW)
Source: MISO Information Delivery and Market Analysis Department
* Monthly data based on hourly ICCP load data.
36.57 37.93
43.12 42.36 44.35
39.51 37.18
40.40 41.28
43.61 45.07
39.37
35.83
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
15.27 15.05 16.68 17.20 17.70
15.70 15.43
17.22 17.47 17.91 18.39
16.04 14.84
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
16.81 18.15
21.48 21.88 22.75
20.96
17.69 17.86 17.88
19.51 19.48
16.88 16.68
Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Feb-15 Mar-15 Apr-15
Hourly Integrated Peak Load Hour: 04/09/2015 HE 14 Peak load: 79.00 GW
Central Region: 41.60GW North Region: 17.18GW South Region: 20.22GW
19
20. Source: MISO Information Delivery and Market Analysis Department
*Based on 5-minute unit level generation dispatch target
Dispatched Generation Fuel Mix by Region
20
67.6%
50.4%
15.3%
67.8%
49.0%
10.5%
13.7%
12.3%
26.4%
15.7%
9.9%
31.2%
14.7%
7.2%
53.9%
11.4%
7.1%
52.5%
3.3%
28.0%
3.7%
31.4%
4.3% 5.8%
0.0%
20.0%
40.0%
60.0%
80.0%
100.0%
120.0%
Central Region North Region South Region Central Region North Region South Region
Mar-2015 Apr-2015
Coal(%) Nuclear(%) Gas(%) Wind(%) Other(%)
21. Generation Outages by Region
Source: MISO CROW Outage Scheduler
* Forced Outages include Emergency, Forced, and Urgent
* Planned Outages include Planned
*De-rates are based on limits observed in Real-Time and may reflect normal seasonal de-rates in addition to de-rates for maintenance
or other operating conditions.
Outages extracted on May 01, 2015 Data includes both MISO market and reliability footprints. Outage data is “point in time” and
can change. The chart reflects the data as it resided in the system on the date of extraction.
21
0
2
4
6
8
10
12
14
16
18
Central Region North Region South Region Central Region North Region South Region
Mar-2015 Apr-2015
GW
Daily Average Generation Outages and Derates - Reliability Footprint
Forced Planned Derates
22. Source: The Web-based Revenue Sufficiency Guarantee Report
Revenue Sufficiency Guarantee by Regions
*DA_RSG_VLR% is the ratio of DA RSG associated with VLR commitments to the total DA RSG MWP.
*RT_RSG_Txx% is the ratio of RT RSG associated with congestion mitigation to the total RT RSG MWP.
Date of Extraction: May 5, 2015. Values may change due to resettlement.
22
0%
10%
20%
30%
40%
50%
60%
70%
80%
$0.00
$2.00
$4.00
$6.00
$8.00
$10.00
Central Region North Region South Region
Apr-2015
Millions
DA RSG & DA RSG Associated with VLR
Total DA RSG MWP DA RSG Associated with VLR Commitments DA_RSG_VLR%*
0%
5%
10%
15%
20%
25%
30%
35%
40%
$0.00
$2.00
$4.00
$6.00
$8.00
$10.00
Central Region North Region South Region
Apr-2015
Millions
RT RSG & RT RSG Associated with Congestion Mitigation
RT RSG MWP RT RSG Associated with Congestion Mitigation RT_RSG_Txx%*
23. Reliability – Manual Re-dispatches and TLR by Region
Transmission Loading Relief (TLR) Events (Count)
Levels:
3 – curtailing non-firm
4 – curtailing non-firm and reconfiguring
5 – curtailing firm
6 – emergency
Manual Redispatches (Count)
Source: MISO Real-Time Operations Department
TLR – April 2015
Notifications – April 2015
• 04/08/15 15:38-23:00 EST: Severe
Weather Alert for areas in the Central
Region, due to Tornado Warnings.
• 04/09/15 01:00-02:30 EST: System
Status Level 1 YELLOW due to network
issues affecting M2M, ARS, MCS and the
portal.
• 04/09/15 19:30 EST to 04/10/2015
03:00 EST: Severe Weather Alert for
MISO footprint due to a long line of
severe thunderstorms including tornado
watches and warnings.
• 04/27/15: 05:50 – 14:00 EST Severe
Weather Alert issued for southern
Louisiana and southern Mississippi areas
due to heavy storms, tornadoes,
damaging wind and hail.
• 04/27/15: 10:10 – 14:00 EST
Conservative Operations issued for EES,
CLEC, LAFA, LEPA, SME due to multiple
forced transmission outages.
0 Firm MWh Curtailed
23,518 Non-Firm MWh Curtailed
23
0 0 0
4
2
00 0 0 0 0 00 0 0 0 0 0
Central Region North Region South Region Central Region North Region South Region
Mar-2015 Apr-2015
Level 3&4 Level 5 Level 6
3
25
8
2
10
17
49
Central Region North Region South Region Central Region North Region South Region MISO
Mar-2015 Apr-2015 2014 AVG
# Number of Manual Redispatch
24. Transmission Service and Generation Interconnection
Request by Region
Long-term Firm Transmission Service Queue
Source: MISO Transmission Planning Department
Generation Interconnect Queue
Number of Requests
April 2015
Note: The regions are determined based on POINT_OF_RECEIPT.
24
0
5
10
15
20
25
30
35
40
Central Region North Region South Region
Apr-2015
# of Requests in Study
0
4
8
12
Central Region North Region South Region
Apr-2015
# of Requests Processed
0
5,000
10,000
15,000
20,000
25,000
30,000
Central Region North Region South Region
Apr-2015
MW
Size of Queue( MW) -Total
0
200
400
600
800
1,000
1,200
1,400
Central Region North Region South Region
Apr-2015
MW
Size of Queue( MW) -New Size of Queue (MW) - Resolved
Region Total New Resolved
Central 83 0 4
North 55 2 1
South 22 0 1
25. Transmission Service and Generation Interconnection Request by
Region Long-term Firm Transmission Service Queue
Generation Interconnect Queue
Number of Requests
February 2015
Note: The regions are determined based on POINT_OF_RECEIPT.
25
0
5
10
15
20
25
30
35
Central Region North Region South Region
Feb-2015
# of Requests in Study
0
4
8
12
16
20
24
Central Region North Region South Region
Feb-2015
# of Requests Processed
0
5,000
10,000
15,000
20,000
25,000
30,000
Central Region North Region South Region
Feb-2015
MW
Size of Queue( MW) -Total
0
100
200
300
400
500
600
700
Central Region North Region South Region
Feb-2015
MW
Size of Queue( MW) -New Size of Queue (MW) - Resolved
Region Total New Resolved
Central 89 0 3
North 51 0 0
South 25 0 1
Editor's Notes
Copy Day_Ahead and Real_Time data from Monthly_Assessment_Data.xlsx > SEC0_System_Wide_Monthly_Avg tab to above chart.
For bottom chart, copy percent_dev data from Monthly_Assessment_Data.xlsx > SEC0_System_Wide_Monthly_Avg tab to above chart.
For top chart, copy Average_DA_RT_Difference and AverageAbsolute_DA_RT_difference data to chart.
For top chart, copy DATA from Monthly_Assessment_Data.xlsx > SEC1_HUB_LMPS tab to above chart.
For bottom table, copy table from OPS_HUB_MCC tab
Copy from PriceDuration_OPS_CHARTS.xls > Peak chart tab.
Make sure that data in PEAK_GRAPH table contains the proper number of rows. Different months have different # of days.
Change months in top row of PEAK_GRAPH.
Legend in upper right comes from Table tab.
Copy from PriceDuration_OPS_CHARTS.xls > OffPeak chart tab.
Make sure that data in OFFPEAK_GRAPH table contains the proper number of rows. Different months have different # of days.
Change months in top row of OFFPEAK_GRAPH.
Legend in upper right comes from Table tab.
I:\Shared\Market Data Team\Monthly Operations Report\2015
Normalized_Congestion_Rent_Monthly_3_2015.csv
DA_CONGESTION_RENT/1E6
NORMALIZED_DA_CONGESTION_RENT
Update 0.FUEL_PRICES.xlsx.
0. Update PPI tab. Follow web link on that tab and find PPI for All Commodities. Update top two tables. Bottom table is calculated.
1. For Natural Gas, make sure Tom Welch has updated database. Use Netezza queries (saved in Queries folder) to get Henry Hub and Chicago Citygate volume-weighted averages.
2. Coal prices (Illinois basin) can be found using web link on top of Coal tab. Paste price table to left side, compute monthly averages, and insert into spreadsheet and normalize. Update ranges & title for all the graphs.
3. Oil prices come from Jeff in e-mail. Follow similar procedure.
Settlements Data not final until the 7th or 8th.
For top:
Monthly_Reporting.xlsx: FTR_CHART_DATA
For bottom:
FTR Rolling 12-month percentage calculations can be found in the Monthly FTRWG meeting materials.
Update Market Analysis Management\Reports\Regular Reports\Monthly Operations Report\4. April 2015\FTR_Rolling12month_April.xlsx
Get data from I:\Shared\Market Data Team\Monthly Operations Report\YYYY\mm-yyyy\
Unit_EconMax_Data_M_yyyy.csv
OfferedGen_SEMW_RT_M_yyyy.csv
Update spreadsheet in EXTRAS folder:
0.OfferedGen_SEMW_CALCS.xls
0.OFFERED_CAPACITY_CHART.xls
Also need NSI data and peak-load data that are e-mailed
Monthly_Reporting.xls > MARGINAL_FUEL tab.
Copy data from top of spreadsheet into this chart.
Need to transpose data & multiply by 100…
Create output input data following section 6 of “Monthly Report Automation Program Input Preparation Procedure”
Run 8.GenerationAndTransmissionOutages_v5.sas
Copy current month data from OUTAGES.xlsx > MONTHLY_OUTAGES tab to chart
Update extraction date above.
Update using “MMM Operations Data” e-mail from Mickey Headds. Sample e-mail data:
Minimum Generation Emergency Declarations – NONE
Maximum Generation Emergency Declarations – NONE
Manual Re-dispatches – 36 (Central: 3, South: 8, North: 25)
Tie Line Error (the number of events when the 15min avg tie line error exceeded +/- 1000MW) – NONE
Unit Commitment Efficiency –March score was 96.0%. YTD average is 97.78%
TLR Data from Monthly Operations Report for April, 2015 e-mail from Nicholas Krebsbach.
ACE data from “MM YYYY-ACE and CPS2.xlsx” spreadsheet attached to “ACE and CPS2 report for MM YYYY” e-mail from Nina Zheng. Need to compute AVERAGE and STDEVA on ACE data. Also put in 0.YTD_CALC_2015.xls
Update two charts using “MMM Operations Data” e-mail from Mickey Headds. Sample e-mail data:
Manual Re-dispatches – 36 (Central: 3, South: 8, North: 25)
Unit Commitment Efficiency –March score was 96.0%. YTD average is 97.78%
ARS (Contingency Reserve Sharing) from Bob Klueber e-mail.
Bar/line chart on left uses last row data from top table in “MM YYYY Report_GI-and-TSR_YYYYMMDD.xlsx” spreadsheet
Pie chart uses “New Pie Chart” table in spreadsheet.
Attachment Y spreadsheet (last sent by Radha Sooryavarm).
Filter: Alt Y Type = Y
Status = Under Study
From Regional_Report_Data.xlsx > HUB_LMPS
Use input/MISO_LMPS.csv for MISO & PJM data. MISO_DA_HUB and MISO_RT_HUB columns.
Must run input/0.MISO_LMPS.sas to generate this data
PJM Chicago Hub = ComEd.
SPP data put together by Seyi. Gets data from SPP FTP site (https://xfer.spp.or), and then uses SAS to create results.
Working directory is Z:\Users\oakinbode\SPP
From Regional_Report_Data.xlsx > MCP_ZONE
From Regional_Report_Data.xlsx > load_region
Peak load hour data at top:
1. Find out peak load day/hour from Patti/Tag spreadsheet
2. Go to MISO Market Reports [https://www.misoenergy.org/RTDisplays/MKTRPT/AllReportsList.html?rptName=Daily Regional Forecast and Actual Load (xls)] and find report dated for the NEXT day.
3. Copy data
From Regional_Report_Data.xlsx > Generationby_fuel_by_region (must manually update data in this table first)
From Regional_Report_Data.xlsx > Outage By Region tab (must manually update data in table first)
From Regional_Report_Data.xlsx > RSG BY REGION
Make sure to run INPUT/VLRQuery.sql and update RSG_VLR_INPUT.xlsx before running the regional SAS code.
Update top chart using “MMM Operations Data” e-mail from Mickey Headds. Sample e-mail data:
Manual Re-dispatches – 36 (Central: 3, South: 8, North: 25)
Update Regional_Report_Data.xlsx > TLR by Region tab, and copy chart
TLR Data from Monthly Operations Report for April, 2015 e-mail from Nicholas Krebsbach.
Put in Regional_Report_Data.xlsx > TLR by Region tab
Use By_Region tab of “MM YYYY Report_GI-and-TSR_M-D-YY.xlsx”.
Update yellow sections of Regional_Report_Data.xlsx > TSR by Region tab
Paste pictures into this document.