Distributed Solar: The Democratizaton of Energy
Blogroll
- Musings on Quantitative Paleoecology Quantitative methods and palaeoenvironments.
- Pat's blog While it is described as “The mathematical (and other) thoughts of a (now retired) math teacher”, this is false humility, as it chronicles the present and past life and times of mathematicians in their context. Recommended.
- American Association for the Advancement of Science (AAAS)
- All about Sankey diagrams
- All about ENSO, and lunar tides (Paul Pukite) Historically, ENSO has been explained in terms of winds. But recently — and Dr Paul Pukite has insisted upon this for a long time — the oscillation of ENSO has been explained as a large-scale slosh due to lunar tidal forcing.
- GeoEnergy Math Prof Paul Pukite’s Web site devoted to energy derived from geological and geophysical processes and categorized according to its originating source.
- In Monte Carlo We Trust The statistics blog of Matt Asher, actually called the “Probability and Statistics Blog”, but his subtitle is much more appealing. Asher has a Manifesto at http://www.statisticsblog.com/manifesto/.
- Gabriel's staircase
- What If
- Number Cruncher Politics
- International Society for Bayesian Analysis (ISBA)
- Brendon Brewer on Overfitting Important and insightful presentation by Brendon Brewer on overfitting
- South Shore Recycling Cooperative Materials management, technical assistance and networking, town advocacy, public outreach
- Carl Safina's blog One of the wisest on Earth
- Gavin Simpson
- "Talking Politics" podcast David Runciman, Helen Thompson
- "Perpetual Ocean" from NASA GSFC
- "The Expert"
- Comprehensive Guide to Bayes Rule
- Tony Seba Solar energy, electric vehicle, energy storage, and business disruption professor and visionary
- Brian McGill's Dynamic Ecology blog Quantitative biology with pithy insights regarding applications of statistical methods
- Ives and Dakos techniques for regime changes in series
- London Review of Books
- Quotes by Nikola Tesla Quotes by Nikola Tesla, including some of others he greatly liked.
- Dr James Spall's SPSA
- Logistic curves in market disruption From DollarsPerBBL, about logistic or S-curves as models of product take-up rather than exponentials, with notes on EVs
- Prediction vs Forecasting: Knaub “Unfortunately, ‘prediction,’ such as used in model-based survey estimation, is a term that is often subsumed under the term ‘forecasting,’ but here we show why it is important not to confuse these two terms.”
- John Kruschke's "Dong Bayesian data analysis" blog Expanding and enhancing John’s book of same title (now in second edition!)
- Label Noise
- Professor David Draper
- Karl Broman
- The Plastic Pick-Up: Discovering new sources of marine plastic pollution
- Busting Myths About Heat Pumps Heat pumps are perhaps the most efficient heating and cooling systems available. Recent literature distributed by utilities hawking natural gas and other sources use performance figures from heat pumps as they were available 15 years ago. See today’s.
- Peter Congdon's Bayesian statistical modeling Peter Congdon’s collection of links pertaining to his several books on Bayesian modeling
- Why "naive Bayes" is not Bayesian Explains why the so-called “naive Bayes” classifier is not Bayesian. The setup is okay, but estimating probabilities by doing relative frequencies instead of using Dirichlet conjugate priors or integration strays from The Path.
- Lenny Smith's CHAOS: A VERY SHORT INTRODUCTION This is a PDF version of Lenny Smith’s book of the same title, also available from Amazon.com
- Dollars per BBL: Energy in Transition
- All about models
- John Cook's reasons to use Bayesian inference
- NCAR AtmosNews
- Dominic Cummings blog Chief advisor to the PM, United Kingdom
- AP Statistics: Sampling, by Michael Porinchak Twin City Schools
- The Mermaid's Tale A conversation about biological complexity and evolution, and the societal aspects of science
- Earth Family Alpha Michael Osborne’s blog (former Executive at Austin Energy, now Chairman of the Electric Utility Commission for Austin, Texas)
- Hermann Scheer Hermann Scheer was a visionary, a major guy, who thought deep thoughts about energy, and its implications for humanity’s relationship with physical reality
- Team Andrew Weinberg Walking September 8th for the Jimmy Fund!
- Simon Wood's must-read paper on dynamic modeling of complex systems I highlighted Professor Wood’s paper in https://hypergeometric.wordpress.com/2014/12/26/struggling-with-problems-already-attacked/
- Charlie Kufs' "Stats With Cats" blog “You took Statistics 101. Now what?”
- Los Alamos Center for Bayesian Methods
- Nadler Strategy, LLC, on sustainability Thinking about business, efficient and effective management, and business value
climate change
- Thriving on Low Carbon
- Grid parity map for Solar PV in United States
- MIT's Climate Primer
- Transitioning to fully renewable energy Professor Saul Griffiths talks to transitioning the customer journey, from a dependency upon fossil fuels to an electrified future
- The beach boondoggle Prof Rob Young on how owners of beach property are socializing their risks at costs to all of us, not the least being it seems coastal damage is less than it actually is
- Steve Easterbrook's excellent climate blog: See his "The Internet: Saving Civilization or Trashing the Planet?" for example Heavy on data and computation, Easterbrook is a CS prof at UToronto, but is clearly familiar with climate science. I like his “The Internet: Saving Civilization or Trashing the Planet” very much.
- The great Michael Osborne's latest opinions Michael Osborne is a genius operative and champion of solar energy. I have learned never to disregard ANYTHING he says. He is mentor of Karl Ragabo, and the genius instigator of the Texas renewable energy miracle.
- Social Cost of Carbon
- "A field guide to the climate clowns"
- Energy payback period for solar panels Considering everything, how long do solar panels have to operate to offset the energy used to produce them?
- Exxon-Mobil statement on UNFCCC COP21
- HotWhopper: It's excellent. Global warming and climate change. Eavesdropping on the deniosphere, its weird pseudo-science and crazy conspiracy whoppers.
- The Scientific Case for Modern Human-caused Global Warming
- “The discovery of global warming'' (American Institute of Physics)
- Reanalyses.org
- The Carbon Cycle The Carbon Cycle, monitored by The Carbon Project
- Rabett Run Incisive analysis of climate science versus deliberate distraction
- All Models Are Wrong Dr Tamsin Edwards blog about uncertainty in science, and climate science
- Non-linear feedbacks in climate (discussion of Bloch-Johnson, Pierrehumbert, Abbot paper) Discussion of http://onlinelibrary.wiley.com/wol1/doi/10.1002/2015GL064240/abstract
- CLIMATE ADAM Previously from the Science news staff at the podcast of Nature (“Nature Podcast”), the journal, now on YouTube, encouraging climate action through climate comedy.
- "When Did Global Warming Stop" Doc Snow’s treatment of the denier claim that there’s been no warming for the most recent N years. (See http://hubpages.com/@doc-snow for more on him.)
- Dessler's 6 minute Greenhouse Effect video
- World Weather Attribution
- David Appell's early climate science
- Isaac Held's blog In the spirit of Ray Pierrehumbert’s “big ideas come from small models” in his textbook, PRINCIPLES OF PLANETARY CLIMATE, Dr Held presents quantitative essays regarding one feature or another of the Earth’s climate and weather system.
- Tamino's Open Mind Open Mind: A statistical look at climate, its science, and at science denial
- AIP's history of global warming science: impacts The American Institute of Physics has a fine history of the science of climate change. This link summarizes the history of impacts of climate change.
- Ray Pierrehumbert's site related to "Principles of Planetary Climate" THE book on climate science
- The Green Plate Effect Eli Rabett’s “The Green Plate Effect”
- "Getting to the Energy Future We Want," Dr Steven Chu
- Wind sled Wind sled: A zero carbon way of exploring ice sheets
- Solar Gardens Community Power
- Earth System Models
- “The Irrelevance of Saturation: Why Carbon Dioxide Matters'' (Bart Levenson)
- Climate at a glance Current state of the climate, from NOAA
- Model state level energy policy for New Englad Bob Massie’s proposed energy policy for Massachusetts, an admirable model for energy policy anywhere in New England
- Tell Utilities Solar Won't Be Killed Barry Goldwater, Jr’s campaign to push for solar expansion against monopolistic utilities, as a Republican
- Sir David King David King’s perspective on climate, and the next thousands of years for humanity
- Équiterre Equiterre helps build a social movement by encouraging individuals, organizations and governments to make ecological and equitable choices, in a spirit of solidarity.
- Spectra Energy exposed
- Mathematics and Climate Research Network The Mathematics and Climate Research Network (MCRN) engages mathematicians to collaborating on the cryosphere, conceptual model validation, data assimilation, the electric grid, food systems, nonsmooth systems, paleoclimate, resilience, tipping points.
- US$165/tonne CO2: Sweden Sweden has a Carbon Dioxide tax of US$165 per tonne at present. CO2 tax was imposed in 1991. GDP has grown 60%.
- Klaus Lackner (ASU), Silicon Kingdom Holdings (SKH) Capturing CO2 from air at scale
- History of discovering Global Warming From the American Institute of Physics.
- Berkeley Earth Surface Temperature
- Interview with Wally Broecker Interview with Wally Broecker
- James Hansen and granddaughter Sophie on moving forward with progress on climate
- Climate change: Evidence and causes A project of the UK Royal Society: (1) Answers to key questions, (2) evidence and causes, and (3) a short guide to climate science
- NOAA Annual Greenhouse Gas Index report The annual assessment by the National Oceanic and Atmospheric Administration of the radiative forcing from constituent atmospheric greenhouse gases
- Climate Change: A health emergency … New England Journal of Medicine Caren G. Solomon, M.D., M.P.H., and Regina C. LaRocque, M.D., M.P.H., January 17, 2019 N Engl J Med 2019; 380:209-211 DOI: 10.1056/NEJMp1817067
Archives
Jan Galkowski
Category Archives: optimization
Baseload is an intellectual crutch for engineers and utility managers who cannot think dynamically
This is an awesome presentation by Professor Joshua Pearce of Michigan Technological University. (h/t Peter Sinclair’s Climate Denial Crock of the Week) The same idea, that “baseload is a shortcut for engineers who can’t think dynamically”, was similar in the … Continue reading
Posted in American Solar Energy Society, an ignorant American public, Bloomberg Green, Bloomberg New Energy Finance, bridge to somewhere, CleanTechnica, control theory, controls theory, decentralized electric power generation, decentralized energy, differential equations, dynamic linear models, dynamical systems, electrical energy engineering, electrical energy storage, electricity, Kalman filter, optimization, photovoltaics, rate of return regulation, solar domination, solar energy, solar revolution, stochastic algorithms, utility company death spiral, wind energy, wind power, zero carbon
Tagged baseload, controls theory, dynamics, electrical engineering, energy storage, marginal cost of energy, solar energy, wind energy
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What is the Tukey loss function?
Originally posted on Statistical Odds & Ends:
The Tukey loss function The Tukey loss function, also known as Tukey’s biweight function, is a loss function that is used in robust statistics. Tukey’s loss is similar to Huber loss in that…
Posted in loss functions, optimization, statistics
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What if Juliana v United States fails?
This is a replica of a comment I made at another site. As of 23:55 EST on 21st January, it hasn’t been release from moderation. Perhaps the moderator is busy. I do not know. I am proceeding as if it … Continue reading
Posted in an ignorant American public, an uncaring American public, Anthropocene, being carbon dioxide, Boston Ethical Society, carbon dioxide capture, clear air capture of carbon dioxide, climate, climate business, climate change, climate disruption, climate economics, corporate litigation on damage from fossil fuel emissions, corporate supply chains, corporations, ecological disruption, ecomodernism, economics, ecopragmatism, environment, environmental law, extended producer responsibility, extended supply chains, First Parish Needham, fossil fuel divestment, fossil fuels, global warming, greenhouse gases, Hyper Anthropocene, investment in wind and solar energy, Juliana v United States, leaving fossil fuels in the ground, Mary C Wood, optimization, Our Children's Trust, pollution, population biology, population dynamics, Principles of Planetary Climate, quantitative biology, quantitative ecology, radiative forcing, rationality, reasonableness, sea level rise, sustainability, the tragedy of our present civilization, tragedy of the horizon, United States Constitution, United States Government, UU, UU Needham, zero carbon
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climate model democracy
“One of the most interesting things about the MIP ensembles is that the mean of all the models generally has higher skill than any individual model.” We hold these truths to be self-evident, that all models are created equal, that … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, Anthropocene, attribution, Bayesian model averaging, Bloomberg, citizen science, climate, climate business, climate change, climate data, climate disruption, climate education, climate justice, Climate Lab Book, climate models, coastal communities, coastal investment risks, complex systems, differential equations, disruption, dynamic linear models, dynamical systems, ecology, emergent organization, ensemble methods, ensemble models, ensembles, Eric Rignot, evidence, fear uncertainty and doubt, FEMA, forecasting, free flow of labor, global warming, greenhouse gases, greenwashing, Humans have a lot to answer for, Hyper Anthropocene, Jennifer Francis, Joe Romm, Kevin Anderson, Lévy flights, LBNL, leaving fossil fuels in the ground, liberal climate deniers, mathematics, mathematics education, model-free forecasting, multivariate adaptive regression splines, National Center for Atmospheric Research, obfuscating data, oceanography, open source scientific software, optimization, perceptrons, philosophy of science, phytoplankton
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Cathy O’Neil’s WEAPONS OF MATH DESTRUCTION: A Review
(Revised and updated Monday, 24th October 2016.) Weapons of Math Destruction, Cathy O’Neil, published by Crown Random House, 2016. This is a thoughtful and very approachable introduction and review to the societal and personal consequences of data mining, data science, … Continue reading
Posted in citizen data, citizen science, citizenship, civilization, compassion, complex systems, criminal justice, Daniel Kahneman, data science, deep recurrent neural networks, destructive economic development, economics, education, engineering, ethics, Google, ignorance, Joseph Schumpeter, life purpose, machine learning, Mathbabe, mathematics, mathematics education, maths, model comparison, model-free forecasting, numerical analysis, numerical software, open data, optimization, organizational failures, planning, politics, prediction, prediction markets, privacy, rationality, reason, reasonableness, risk, silly tech devices, smart data, sociology, Techno Utopias, testing, the value of financial assets, transparency
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David Suzuki on Agroecology
See Feeding humanity in a warming world. Dr Suzuki links University of California, Berkeley, Professor Miguel Altieri’s “Principles and strategies for designing sustainable farming systems“.
Posted in adaptation, agriculture, Anthropocene, argoecology, Buckminster Fuller, carbon dioxide sequestration, climate, climate change, climate disruption, conservation, consumption, David Suzuki, demand-side solutions, drought, ecology, environment, Epcot, extended supply chains, food, greenhouse gases, Hyper Anthropocene, Life Cycle Assessment, local generation, Miguel Altieri, optimization, quantitative biology, quantitative ecology, resiliency, Sankey diagram, sociology, Spaceship Earth, spatial statistics
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Where’s NY-REV today?
This is a video and link from The Rocky Mountain Institute about New York State’s Reforming the Energy Visions or “REV”. I have written about REV before.
Posted in adaptation, Anthropocene, Bloomberg New Energy Finance, BNEF, bridge to somewhere, Buckminster Fuller, citizenship, civilization, clean disruption, climate change, climate disruption, conservation, consumption, corporate litigation on damage from fossil fuel emissions, decentralized electric power generation, decentralized energy, demand-side solutions, distributed generation, Ecology Action, efficiency, EIA, electricity, electricity markets, energy, energy reduction, energy storage, energy utilities, feed-in tariff, fossil fuel divestment, global warming, Green Tea Coalition, greenhouse gases, grid defection, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, leaving fossil fuels in the ground, Life Cycle Assessment, local generation, long-term contract for differences, marginal energy sources, Mark Jacobson, microgrids, mitigation, optimization, planning, prediction, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, regulatory capture, RevoluSun, risk, Sankey diagram, solar domination, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, Spaceship Earth, stranded assets, sustainability, the energy of the people, the green century, the value of financial assets, Tony Seba, utility company death spiral, wind energy, wind power, zero carbon
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On the simple pleasures of Solar
(To see a larger figure, click on image. To return to blog, use your browser’s Back Button.) RevoluSun installed our SunPower solar panels late last year, and they came online on 31st December 2015. We have made a number of … Continue reading
Posted in adaptation, Anthropocene, Bloomberg New Energy Finance, BNEF, bridge to somewhere, clean disruption, decentralized electric power generation, decentralized energy, disruption, distributed generation, efficiency, electricity, electricity markets, energy utilities, engineering, fossil fuel divestment, grid defection, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, leaving fossil fuels in the ground, local generation, Massachusetts, microgrids, New England, optimization, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, RevoluSun, Sankey diagram, solar domination, solar energy, solar power, SolarPV.tv, Spaceship Earth, SunPower, sustainability, the energy of the people, the green century, the value of financial assets, Tony Seba, zero carbon
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Germany’s Energiewende aims to make baseload power obsolete
In a December 2015 article in Forbes, William Pentland seeks to answer the question “What is so revolutionary about Germany’s Energiewende?” Mr Pentland begins: Germany’s energy revolution has become the perennial punching bag of American energy policy. In particular, American … Continue reading
Posted in adaptation, Anthropocene, Arnold Schwarzennegger, bifurcations, Bloomberg New Energy Finance, BNEF, bridge to somewhere, Buckminster Fuller, citizenship, civilization, clean disruption, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, disruption, distributed generation, Ecology Action, efficiency, EIA, electricity, electricity markets, energy, energy reduction, energy storage, energy utilities, engineering, Epcot, feed-in tariff, FERC, fossil fuel divestment, grid defection, Hermann Scheer, Hyper Anthropocene, investing, investment in wind and solar energy, ISO-NE, Joseph Schumpeter, liberal climate deniers, local generation, marginal energy sources, mesh models, microgrids, optimization, planning, politics, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, regime shifts, regulatory capture, Sankey diagram, solar domination, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, Spaceship Earth, sustainability, the energy of the people, the green century, the value of financial assets, Tony Seba, wind energy, wind power, zero carbon
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Of my favorite things …
(Clarifying language added 4 Apr 2016, 12:26 EDT.) I just watched an episode from the last season of Star Trek: The Next Generation entitled “Force of Nature.” As anyone who pays the least attention to this blog knows, opposing human … Continue reading
Posted in Anthropocene, bridge to somewhere, bucket list, Buckminster Fuller, Carl Sagan, climate, climate change, climate disruption, climate education, compassion, data science, Earle Wilson, ecology, Ecology Action, environment, evolution, geophysics, George Sughihara, global warming, Hyper Anthropocene, life purpose, mathematics, mathematics education, maths, numerical analysis, optimization, philosophy, physical materialism, physics, population biology, population dynamics, proud dad, quantitative biology, quantitative ecology, rationality, reasonableness, science, sociology, statistics, stochastic algorithms
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I ask again: Does Massachusetts have a share of the clean energy future?
Or is Governor Baker and the Massachusetts House going to subcontract that to other states, like Maine, Rhode Island, Vermont, and New York? They are coming. Update, 2016-02-23 Where does Massachusetts get its energy now?
Posted in Anthropocene, Cape Wind, Carbon Cycle, carbon dioxide, Carbon Worshipers, clean disruption, climate, climate change, climate disruption, conservation, consumption, corporate litigation on damage from fossil fuel emissions, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, ecology, EIA, electricity, electricity markets, energy, energy reduction, energy utilities, engineering, environment, exponential growth, extended supply chains, forecasting, fossil fuel divestment, fossil fuels, global warming, greenhouse gases, greenwashing, Hyper Anthropocene, ignorance, investment in wind and solar energy, Mark Jacobson, methane, municipal solid waste, natural gas, optimization, pipelines, planning, politics, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, Sankey diagram, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, Spaceship Earth, sustainability, the right to be and act stupid, the right to know, the value of financial assets, Tony Seba, wind energy, wind power, zero carbon
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“Grid shading by simulated annealing” [Martyn Plummer]
Source: Grid shading by simulated annealing (or what I did on my holidays), aka “fun with GCHQ job adverts”, by Martyn Plummer, developer of JAGS. Excerpt: I wanted to solve the puzzle but did not want to sit down with … Continue reading
Posted in approximate Bayesian computation, Bayesian, Bayesian inversion, Boltzmann, BUGS, Christian Robert, Gibbs Sampling, JAGS, likelihood-free, Markov Chain Monte Carlo, Martyn Plummer, mathematics, maths, MCMC, Monte Carlo Statistical Methods, optimization, probabilistic programming, SPSA, stochastic algorithms, stochastic search
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high dimension Metropolis-Hastings algorithms
If attempting to simulate from a multivariate standard normal distribution in a large dimension, when starting from the mode of the target, i.e., its mean γ, leaving the mode γis extremely unlikely, given the huge drop between the value of the density at the mode γ and at likely realisations Continue reading
Posted in Bayes, Bayesian, Bayesian inversion, boosting, chance, Christian Robert, computation, ensembles, Gibbs Sampling, James Spall, Jerome Friedman, Markov Chain Monte Carlo, mathematics, maths, MCMC, Monte Carlo Statistical Methods, multivariate statistics, numerical software, numerics, optimization, reasonableness, Robert Schapire, SPSA, state-space models, statistics, stochastic algorithms, stochastic search, stochastics, Yoav Freund
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Massachusetts Solar Suburbs (a Google group)
I have just created the Massachusetts Solar Suburbs Google group. It’s Welcome Message reads: Welcome to the Massachusetts Solar Suburbs! This group exists to provide a forum for owners of solar installations, typically residential, or serving residences, to share their … Continue reading
Posted in adaptation, Anthropocene, Carbon Tax, Carbon Worshipers, citizenship, civilization, clean disruption, climate, climate change, climate disruption, corporate litigation on damage from fossil fuel emissions, decentralized electric power generation, decentralized energy, destructive economic development, diffusion, diffusion processes, economics, education, efficiency, energy, energy reduction, energy utilities, engineering, environment, ethics, fear uncertainty and doubt, fossil fuel divestment, fossil fuels, global warming, Google, greenhouse gases, Hyper Anthropocene, investing, investment in wind and solar energy, MA, meteorology, microgrids, optimization, physics, planning, politics, public utility commissions, rationality, reasonableness, risk, Sankey diagram, solar energy, solar power, SolarPV.tv, sustainability, Tony Seba, wind energy, wind power, zero carbon
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climate impacts upon corporate supply chains
http://www.pwc.com/gx/en/services/advisory/consulting/risk/resilience/publications/business-not-as-usual.html https://www.aig.com/Chartis/internet/US/en/TheVulnerabilityofGlobalSupplyChains_tcm3171-663222.pdf http://phys.org/news/2014-02-quantifying-global-chain-due-climate.html http://www.greenbiz.com/blog/2014/06/27/address-climate-risks-supply-chain
Posted in adaptation, Anthropocene, chance, civilization, climate change, climate disruption, climate justice, compassion, COP21, corporate litigation on damage from fossil fuel emissions, corporate supply chains, economics, evidence, forecasting, games of chance, global warming, Hyper Anthropocene, investing, meteorology, optimization, planning, risk, Sankey diagram, science, sustainability
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“More benefits for everybody”
Posted in Anthropocene, bifurcations, Carbon Worshipers, citizenship, civilization, clean disruption, climate, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, economics, efficiency, energy, energy reduction, energy utilities, engineering, ethics, forecasting, Hyper Anthropocene, investment in wind and solar energy, mesh models, meteorology, microgrids, mitigation, optimization, planning, politics, public utility commissions, PUCs, rationality, reasonableness, Sankey diagram, solar energy, solar power, SolarPV.tv, sustainability, taxes, wind energy, wind power, zero carbon
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Irrelevant power utilities
Irrelevant. Power utilities and fossil fuel companies are the walking dead, because they simply cannot compete in a free market with solar installations and locally installed and used wind, even without subsidies. And, they are trying to use regulations and … Continue reading
Posted in bridge to nowhere, chance, clean disruption, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, economics, efficiency, energy, energy reduction, energy utilities, ignorance, investment in wind and solar energy, mathematics, microgrids, optimization, physics, planning, public utility commissions, PUCs, rationality, reasonableness, risk, selfishness, solar power, SolarPV.tv, Spaceship Earth, sustainability, Tea Party, the right to know, the value of financial assets, Tony Seba, wind energy, wind power, zero carbon
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Deep Recurrent Learning Networks
(Also known to statisticians as deep exponential families.) Large scale deep learning Four easy lessons on Deep Learning from Google
Posted in Bayes, Bayesian, neural networks, optimization
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“Dismantling the Utility Model is the Fastest Path to a Cleaner Electricity Infrastructure”
Dismantling the Utility Model is the Fastest Path to a Cleaner Electricity Infrastructure, by Thomas Conroy.
Posted in Cauchy distribution, clean disruption, climate disruption, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, economics, efficiency, EIA, energy, energy reduction, energy utilities, engineering, fossil fuel divestment, fossil fuels, global warming, investment in wind and solar energy, maths, mitigation, natural gas, optimization, pipelines, politics, public utility commissions, rationality, reasonableness, solar energy, solar power, SolarPV.tv, Tony Seba, zero carbon
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“Solar: A convenient truth” (2016)
http://solarpv.tv/embed/163 A major documentary regarding the revolutionary emergency of solar energy is in the works, scheduled to be released in 2016. Update, 23rd September 2019 Apparently not only wasn’t this made, but the site touting it has gone away. Would … Continue reading
Posted in Anthropocene, carbon dioxide, clean disruption, climate, climate change, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, economics, efficiency, energy, energy reduction, energy utilities, exponential growth, fossil fuel divestment, global warming, investing, investment in wind and solar energy, meteorology, optimization, physics, politics, rationality, reasonableness, solar energy, solar power, SolarPV.tv, sustainability, temporal myopia, the right to know, Tony Seba, wind power, zero carbon
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Solar array with cloud predicting technology launched in WA
Australia’s first grid-connected solar power project with cloud predicting technology launched at Karratha Airport, WA, in bid to smooth solar supply. Source: Solar array with cloud predicting technology launched in WA
Posted in adaptation, Anthropocene, carbon dioxide, citizenship, civilization, clean disruption, climate, climate change, climate disruption, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, dynamic linear models, efficiency, energy, energy reduction, energy utilities, engineering, environment, ethics, forecasting, geophysics, global warming, Hyper Anthropocene, investment in wind and solar energy, Kalman filter, mathematics, maths, meteorology, microgrids, mitigation, NCAR, numerical software, optimization, physics, prediction, probabilistic programming, rationality, reasonableness, risk, science, solar power, stochastics, sustainability, time series
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Your future: Antarctica, in detail
Climate and geophysical accuracy demands fine modeling grids, and very large supercomputers. The best and biggest supercomputers have not been available for climate work, until recently. Watch how results differ if fine meshes and big supercomputers are used. Why haven’t … Continue reading
Posted in Antarctica, Anthropocene, bridge to nowhere, climate, climate change, climate disruption, climate zombies, disingenuity, ecology, ensembles, forecasting, geophysics, global warming, Hyper Anthropocene, ignorance, IPCC, Lawrence Berkeley National Laboratory, LBNL, living shorelines, mathematics, mathematics education, maths, mesh models, meteorology, multivariate statistics, numerical software, optimization, physics, rationality, reasonableness, risk, science, science education, sea level rise, spatial statistics, state-space models, statistics, stochastic algorithms, stochastics, supercomputers, temporal myopia, the right to know, thermodynamics, time series, University of California Berkeley, WAIS
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Utilities for dummies: How they work and why that needs to change (from grist.org)
“Utilities are shielded by a force field of tedium.” “Solar panels could destroy U.S. utilities, according to U.S. utilities.” Utilities for dummies: How they work and why that needs to change“, a compact introduction, from grist.org. And there’s an additional … Continue reading
Posted in Anthropocene, bifurcations, bridge to nowhere, carbon dioxide, citizenship, civilization, clean disruption, climate, climate change, climate disruption, climate education, conservation, consumption, corruption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, disingenuity, dynamic linear models, dynamical systems, ecology, economics, education, efficiency, energy, energy reduction, energy utilities, engineering, environment, ethics, exponential growth, finance, forecasting, fossil fuel divestment, fossil fuels, fracking, global warming, Hyper Anthropocene, ignorance, investing, investment in wind and solar energy, mathematics, maths, meteorology, methane, microgrids, natural gas, optimization, physics, pipelines, politics, prediction, public utility commissions, PUCs, rationality, reasonableness, risk, science, solar power, statistics, sustainability, taxes, temporal myopia, the right to know, time series, Tony Seba, wind power, zero carbon
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Solar installation progress, courtesy of MacSolarIndex.com
The MAC Solar Index tracks a set of solar manufacturing and installation companies. It is also the basis for the Guggenheim Investments “TAN” Exchange-Traded Fund (“ETF”, *). They recently published a progress report on global solar installations, which I wanted … Continue reading
Posted in adaptation, Anthropocene, carbon dioxide, citizen science, citizenship, civilization, clean disruption, climate, climate change, climate data, climate disruption, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, dynamic linear models, dynamical systems, ecology, economics, efficiency, energy, energy reduction, environment, exponential growth, forecasting, fossil fuel divestment, fossil fuels, geophysics, global warming, Hyper Anthropocene, investing, investment in wind and solar energy, mathematics, mathematics education, maths, meteorology, microgrids, open data, optimization, physics, politics, prediction, rationality, reasonableness, risk, science, science education, solar power, sustainability, the right to know, time series, Tony Seba, wind power, zero carbon
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SCIENCE OF DOOM takes on assessing zero Carbon power and a zero Carbon grid
Updated, 2127 EDT, 10th August 2015 The blog, Science of Doom, has taken on a new thread discussing the technical feasibilities and problems associated with building out zero Carbon energy in the context of an electric grid. As such, it … Continue reading
Posted in adaptation, Anthropocene, clean disruption, climate data, climate disruption, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, dynamic linear models, dynamical systems, economics, efficiency, energy, energy reduction, engineering, environment, exponential growth, forecasting, fossil fuel divestment, global warming, Hyper Anthropocene, investing, investment in wind and solar energy, microgrids, open data, optimization, prediction, rationality, reasonableness, risk, solar power, state-space models, stochastics, sustainability, the right to know, time series, wind power, Wordpress, zero carbon
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Why decentralized electrical power has to win, no matter what Elon Musk says, and utilities are doomed
Posted in bridge to nowhere, carbon dioxide, Carbon Tax, citizenship, clean disruption, climate, climate change, climate disruption, climate education, compassion, conservation, consumption, decentralized electric power generation, decentralized energy, demand-side solutions, diffusion processes, dynamical systems, ecology, economics, efficiency, energy, energy reduction, engineering, environment, ethics, exponential growth, forecasting, fossil fuel divestment, geophysics, global warming, investing, investment in wind and solar energy, living shorelines, mass transit, mathematics education, maths, meteorology, microgrids, natural gas, NCAR, NOAA, nor'easters, obfuscating data, oceanography, open data, optimization, physics, politics, population biology, Principles of Planetary Climate, rationality, Ray Pierrehumbert, reasonableness, reproducible research, risk, science, science education, scientific publishing, Scripps Institution of Oceanography, solar power, state-space models, statistics, temporal myopia, testing, the right to know, time series, wind power, zero carbon
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“Cauchy Distribution: Evil or Angel?” (from Xian)
Cauchy Distribution: Evil or Angel?. From Professor Christian Robert.
“… the most patronizing start to an answer I have ever received …”
Professor Christian Robert tries to help out a student of MCMC on Cross Validated and earns the comment that his help had “the most patronizing start to an answer I have ever received“. I learned a new term: primitivus petitor.
“A vignette on Metropolis” (Christian Robert)
Originally posted on Xi'an's Og:
Over the past week, I wrote a short introduction to the Metropolis-Hastings algorithm, mostly in the style of our Introduction to Monte Carlo with R book, that is, with very little theory and…
“Unbiased Bayes for Big Data: Path of partial posteriors” (Christian Robert)
Unbiased Bayes for Big Data: Path of partial posteriors.
ecoquant
667 per centimeter : climate science, quantitative biology, statistics, and energy policy 