BAS-307 Reading Guide
How to use this reading guide
This is the concept-review layer for a 100% online course. Read each module before its lesson, complete the retrieval prompts without looking, then use the linked authoritative sources to verify project-specific editions, requirements, and manufacturer procedures.
Online evidence is not OJL: browser simulations, document cases, and isolated remote equipment build reasoning and documentation skill; supervised field performance is recorded separately.
Program purpose, risk, and success measures
Why it matters: Fault count and checklist completion are activity metrics; success requires verified condition, closure, recurrence, and outcome evidence.
Vocabulary and working scope
Safety; reliability; comfort; IAQ; energy; asset life; evidence quality; preventive/predictive/condition/corrective maintenance; owner risk; KPIs.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A team closes many analytics tickets while comfort complaints and repeat faults rise.
Calculation: Calculate verified closure, recurrence, critical overdue, and false-positive rates with severity retained.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Asset and maintenance requirement register
Why it matters: “Check annually” is not production-ready until the asset, source, method, acceptance condition, role, evidence, and exception path are defined.
Vocabulary and working scope
Asset hierarchy; identity; location; criticality; manufacturer; project; code/standard; warranty; task; interval/trigger; role; method; acceptance; evidence; owner.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A generic PM list assigns the same interval to critical AHUs and noncritical storage-room units.
Calculation: Calculate risk rank and interval status only within source/warranty limits; compare due, completed, deferred, and overdue tasks.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Integrated BAS and HVAC preventive maintenance
Why it matters: A trend pattern can prioritize field work but does not certify physical cause, and a successful backup file is not proven recovery until integrity and an approved restore process are verified.
Vocabulary and working scope
Sensor drift; actuator/linkage; dampers/valves; panel power; controller storage/battery; network and time sync; alarms/trends; overrides; backups/restore; licenses/accounts; filter, coil, fan, belt, bearing, motor, VFD, heat-transfer, cycling, hunting, runtime, and qualified field-referral awareness.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
Fan power rises and airflow falls while the supervisor backup is unverified; sensor drift, filter loading, and recovery risk all require separate evidence and ownership.
Calculation: Calculate data and backup age, override duration, starts, duty cycle, ΔT/load indicators, runtime/peer deviation, and maintenance coverage by asset criticality.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Data-quality gate
Why it matters: Analytics applied to unfit data produces confident-looking noise; fitness is specific to the question and time scale.
Vocabulary and working scope
Point identity; units; range; source; calibration; location; timestamp; sampling; gaps; stale/default; overrides; mode; occupancy; weather; load; change history; retention.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
An economizer rule uses a stale mixed-air sensor and unsynchronized outdoor-air data.
Calculation: Calculate completeness, data age, clock offset, sampling adequacy, and valid-mode coverage before analysis.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Transparent FDD rule anatomy
Why it matters: A useful rule says when it applies, what data it trusts, how long the condition persists, what excludes it, and how it is field-verified.
Vocabulary and working scope
Target fault; applicability; inputs; quality gates; expected relation; threshold; deadband; persistence; reset; exclusions; confidence; output; owner; verification; version.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A simultaneous-heating/cooling rule fires during legitimate dehumidification reheat.
Calculation: Calculate residual/threshold, persistence, deadband, confidence inputs, and reset timing from the declared rule.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Baselines, normalization, and pattern methods
Why it matters: A baseline is only valid for the population, modes, weather/load range, and system configuration from which it was built.
Vocabulary and working scope
Schedule; threshold; relationship; residual; peer; baseline; weather; load; occupancy; mode; season; simple statistics; interpretability; drift; change point.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
Post-retrofit energy is compared to a mild prior month without weather or occupancy normalization.
Calculation: Calculate supplied baseline, residual, percent deviation, degree-day/load normalization, and confidence limits using the stated method.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
False positives and missed faults
Why it matters: A false positive is evidence about data, rule, context, or system change; suppressing it without diagnosis can create a missed fault.
Vocabulary and working scope
Sensor bias; units; mode; unstable state; maintenance activity; sequence revision; bad threshold; persistence; normalization; data gap; interacting faults; label truth set.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A rule floods after a scheduled control-sequence update changed the expected SAT target.
Calculation: Calculate precision, recall awareness, false-positive rate, missed-fault count, and revised threshold/persistence on labeled cases.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Triage, work orders, and responsible routing
Why it matters: A low-confidence critical-safety indication receives controlled escalation; a high-confidence low-impact finding may wait.
Vocabulary and working scope
Safety/critical first; comfort; IAQ; production; energy; asset risk; confidence; recurrence; effort; bundling; SLA; evidence packet; role; escalation.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A portfolio has one possible freeze-protection failure and twenty minor efficiency findings.
Calculation: Use stated risk, impact, confidence, recurrence, and effort weights while allowing critical-risk override of the score.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Verification, value, and closure
Why it matters: A cleared analytic flag is not verified repair; closure needs field/as-left evidence and a suitable recurrence window.
Vocabulary and working scope
As-found field evidence; correction; as-left; recurrence window; baseline; avoided runtime; energy estimate; comfort/maintenance impact; uncertainty; measured versus estimated; closure.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A valve fault disappears after a rule reset, but no field inspection or affected-mode retest occurred.
Calculation: Calculate verified runtime/energy change from stated baseline and assumptions and report uncertainty and non-energy outcomes.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Portfolio governance and continuous improvement
Why it matters: Every live analytic rule and suppression needs an owner, version, reason, effective date, review/expiry, and rollback.
Vocabulary and working scope
Rule version; approval; rollback; access; retention; privacy; suppression expiry; exception owner; KPI; coverage; precision; closure; recurrence; seasonal review; owner feedback.
Source-to-result trace
- Locate the controlling requirement and establish authority.
- Identify the physical and digital boundaries.
- Preserve as-found state and timestamps.
- Trace the initiating condition through logic, interfaces, equipment, and process response.
- Compare expected and actual evidence.
- Calculate with units and stated tolerance.
- Record action, result, restoration, uncertainty, and owner.
Worked thinking prompt
A critical rule has been suppressed indefinitely because it generated too many tickets.
Calculation: Reconcile active rules, versions, suppressions, expired exceptions, verified findings, recurrence, and owner actions.
Retrieval prompts
- What would normal look like in this mode?
- Which two independent observations would strengthen the conclusion?
- What result would disprove the leading hypothesis?
- Which action requires authorization or a qualified person?
- What must be restored and documented?
Required and deeper reading
- ASHRAE Standards 180 and 211
Commercial HVAC inspection, maintenance, and energy-audit source route. - ASHRAE Guideline 13
BAS specification, documentation, naming, and operator-use context. - Honeywell Engineering Manual of Automatic Control for Commercial Buildings, 1997
Legacy fundamentals and application authoring source; modern project and standards verification required. - ASHRAE standards titles, purposes, and scopes
Official route for edition, purpose, and scope confirmation.